Memory log — 2026-09-06

474 sessions captured from Hermes history.

12:04 AM — Research 2015-16 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_000425_cd8e71 · Messages: 25 · Tools: 15

Started with: Research 2015-16 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2015-16”, “program”: “Illinois Fighting Illini men’s basketball”, “focus”: [ “Malcolm Hill”, “Kendrick Nunn”, “Mike Thorne Jr.”, “Tracy Abrams”, “Leron Black”, “Jalen Coleman-Lands”, “Michael Finke” ],…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2015-16 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2015-16”, “program”: “Illinois Fighting Illini men’s basketball”, “focus”: [ “Malcolm Hill”, “Kendrick Nunn”, “Mike Thorne Jr.”, “Tracy Abrams”, “Leron Black”, “Jalen Coleman-Lands”, “Michael Finke” ], “source_backed_context”: [ { “date”: “2015-07-28”, “game_tie”: “preseason; affected entire 2015-16 schedule”, “players”: [“Tracy Abrams”], “context_type”: “season-ending injury / availability”, “summary”: “Tracy Abrams tore the Achilles tendon in his left foot during practice and was expected to miss the 2015-16 season, his second…

12:04 AM — Research 2015-16 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_000425_0d841f · Messages: 34 · Tools: 23

Started with: Research 2015-16 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: “2015-16”, “program”: “Illinois men’s basketball”, “scope”: “season-level arcs and article-worthy hooks”, “no_kg_writes”: true, “season_summary”: { “record”: { “overall”: “15-19”, “conference”: “5-13”,…

Subjects: Research

Conversation excerpts

Clay: Research 2015-16 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: “2015-16”, “program”: “Illinois men’s basketball”, “scope”: “season-level arcs and article-worthy hooks”, “no_kg_writes”: true, “season_summary”: { “record”: { “overall”: “15-19”, “conference”: “5-13”, “conference_finish”: “12th in Big Ten”, “sources”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2015-16”, “evidence”: “Official schedule page lists Overall Wins 15, Losses 19; Conf Wins 5, Losses 13; Conf Pct .278.” }, { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2016.html”,…

12:04 AM — Research independent/opponent coverage for important 2015-16 Illinois MBB games;

Source: subagent · Session: 20260906_000425_9ea024 · Messages: 11 · Tools: 5

Started with: Research independent/opponent coverage for important 2015-16 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2015-16 Illinois MBB games; no KG writes.”, “season”: “2015-16”, “program”: “Illinois Fighting Illini men’s basketball”, “method”: { “scope”: “Prioritized…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2015-16 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2015-16 Illinois MBB games; no KG writes.”, “season”: “2015-16”, “program”: “Illinois Fighting Illini men’s basketball”, “method”: { “scope”: “Prioritized opponent-school, opponent-fan-site, independent wire/box-score, and neutral coverage with public URLs.”, “kg_writes_performed”: false }, “games”: [ { “date”: “2015-11-13”, “opponent”: “North Florida”, “result”: “Illinois lost 93-81”, “importance”: “Season opener; major upset loss; North Florida never trailed and hit 17…

12:04 AM — Research 2015-16 Illinois MBB January 2016 games; return source-backed narrative

Source: subagent · Session: 20260906_000424_e74a72 · Messages: 29 · Tools: 19

Started with: Research 2015-16 Illinois MBB January 2016 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “month”: “2016-01”, “kg_writes_performed”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2015-16 Illinois MBB January 2016 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “month”: “2016-01”, “kg_writes_performed”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2015-16”, “verified_games_count”: 8, “verified_games”: [ { “date”: “2016-01-03”, “opponent”: “Ohio State”, “site”: “away”, “location”: “Columbus, Ohio”, “result”: “L”, “score”: “73-75”, “conference_game”: true }, { “date”: “2016-01-07”, “opponent”: “No. 5 Michigan State”, “site”: “away”,…

12:04 AM — Research 2015-16 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_000424_192509 · Messages: 22 · Tools: 12

Started with: Research 2015-16 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “range”: “2016-02-16 through final played game”, “postseason_context_included”: true }, “sources”: [ { “id”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2015-16 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “range”: “2016-02-16 through final played game”, “postseason_context_included”: true }, “sources”: [ { “id”: “official_schedule”, “title”: “2015-16 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2015-16” }, { “id”: “sports_reference_schedule”, “title”: “2015-16 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

12:04 AM — Build a verified 2015-16 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_000425_e2d619 · Messages: 37 · Tools: 19

Started with: Build a verified 2015-16 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created and verified /home/clay/illinois_mbb_2015_16_schedule_results_seed.json. - Seed includes: - 35 total schedule entries: 34 countable games + 1 public/sourceable exhibition. - Game phases: exhibition,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2015-16 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created and verified /home/clay/illinois_mbb_2015_16_schedule_results_seed.json. - Seed includes: - 35 total schedule entries: 34 countable games + 1 public/sourceable exhibition. - Game phases: exhibition, nonconference regular season, Big Ten regular season, Big Ten Tournament. - Scores, results, overall records after each countable game, derived Big Ten records, sites/arenas, opponent ranks/conferences where available. - Season-level narrative overview and key context points. - Source catalog and per-game source refs. - Verification…

12:04 AM — Research 2015-16 Illinois MBB February 1-February 15, 2016 games; return source-

Source: subagent · Session: 20260906_000424_52e3d3 · Messages: 23 · Tools: 14

Started with: Research 2015-16 Illinois MBB February 1-February 15, 2016 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2015-16”, “date_range”: { “start”: “2016-02-01”, “end”: “2016-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_found_in_range”: 3,…

Subjects: Research

Conversation excerpts

Clay: Research 2015-16 Illinois MBB February 1-February 15, 2016 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2015-16”, “date_range”: { “start”: “2016-02-01”, “end”: “2016-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_found_in_range”: 3, “verified_games”: [ { “date”: “2016-02-03”, “opponent”: “Rutgers”, “site”: “away”, “venue”: “Louis Brown Athletic Center”, “result”: “W”, “score”: “Illinois 110, Rutgers 101”, “overtime”: “3OT”, “verification_sources”: [ “https://fightingillini.com/sports/mens-basketball/schedule/2015-16”,…

12:04 AM — Research 2015-16 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260906_000425_2080e0 · Messages: 20 · Tools: 12

Started with: Research 2015-16 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “scope”: “Big Ten Tournament and postseason status”, “facts”: [ { “type”: “season_context”, “narrative_fact”: “Illinois entered the 2016 Big…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2015-16 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “scope”: “Big Ten Tournament and postseason status”, “facts”: [ { “type”: “season_context”, “narrative_fact”: “Illinois entered the 2016 Big Ten Tournament after a 13-18 regular-season record and a 5-13 Big Ten record.”, “source_support”: [ { “url”: “https://fightingillini.com/news/2016/3/7/big-ten-mens-basketball-tournament-bracket-set.aspx?path=mbball”, “evidence”: “The Fighting Illini (13-18, 5-13) are the No. 12 seed and will face No. 13 seed Minnesota (8-22,…

12:04 AM — Research 2015-16 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_000424_2dfa57 · Messages: 25 · Tools: 18

Started with: Research 2015-16 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2015-16”, “window”: “exhibition/preseason plus November-December 2015 games”, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2015-16 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2015-16”, “window”: “exhibition/preseason plus November-December 2015 games”, “kg_writes”: false }, “schedule_verification”: { “overall_record_after_december_2015”: “8-6”, “regular_season_record_after_december_2015”: “8-6”, “exhibition_record”: “1-0”, “verified_games”: [ { “date”: “2015-11-08”, “type”: “exhibition”, “opponent”: “Illinois-Springfield”, “site”: “Prairie Capital Convention Center, Springfield, Illinois”, “result”: “W 104-69”, “sources”: [“src_official_schedule”,…

12:04 AM — Research 2015-16 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_000426_5583f1 · Messages: 30 · Tools: 21

Started with: Research 2015-16 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2015-16 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “topics_requested”: [ “John Groce…

Subjects: Research

Conversation excerpts

Clay: Research 2015-16 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2015-16 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2015-16”, “topics_requested”: [ “John Groce pressure”, “injury-ravaged season”, “off-court issues”, “Springfield home games”, “Malcolm Hill/Kendrick Nunn”, “fan frustration” ], “kg_writes”: false }, “findings”: [ { “id”: “narrative_001”, “theme”: “John Groce retained despite pressure after 2015-16 collapse”, “source_type”: “fan/community local blog”, “outlet”: “The Champaign…

12:16 AM — Research 2014-15 Illinois MBB February 1-February 15, 2015 games; return source-

Source: subagent · Session: 20260906_001612_9c3cd5 · Messages: 18 · Tools: 12

Started with: Research 2014-15 Illinois MBB February 1-February 15, 2015 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2014-15”, “date_range”: { “start”: “2015-02-01”, “end”: “2015-02-15” }, “games_found”: 4, “kg_writes_performed”: false },…

Subjects: Research

Conversation excerpts

Clay: Research 2014-15 Illinois MBB February 1-February 15, 2015 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2014-15”, “date_range”: { “start”: “2015-02-01”, “end”: “2015-02-15” }, “games_found”: 4, “kg_writes_performed”: false }, “schedule_verification”: { “sources”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2014-15”, “title”: “2014-15 Men’s Basketball Schedule - University of Illinois Athletics”, “publisher”: “University of Illinois Athletics”, “supports”: “Official schedule lists Rutgers on Feb. 3, at Michigan State on Feb. 7, Michigan on…

12:16 AM — Research 2014-15 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_001614_f1786e · Messages: 37 · Tools: 27

Started with: Research 2014-15 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 2014-15 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

12:16 AM — Research 2014-15 Illinois MBB January 2015 games; return source-backed narrative

Source: subagent · Session: 20260906_001612_004874 · Messages: 23 · Tools: 16

Started with: Research 2014-15 Illinois MBB January 2015 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “team”: “Illinois Fighting Illini men’s basketball”, “season_id”: “season_2014_15”, “season_label”: “2014-15”, “month”: “2015-01”, “research_note”: “No KG writes…

Subjects: Research

Conversation excerpts

Clay: Research 2014-15 Illinois MBB January 2015 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “team”: “Illinois Fighting Illini men’s basketball”, “season_id”: “season_2014_15”, “season_label”: “2014-15”, “month”: “2015-01”, “research_note”: “No KG writes performed. January schedule/results verified against the official FightingIllini 2014-15 schedule and Sports-Reference schedule/gamelog pages.” }, “official_schedule_verification”: { “january_games_count”: 8, “january_record”: “4-4”, “source_refs”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2014-15”,…

12:16 AM — Research 2014-15 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260906_001613_020ac8 · Messages: 24 · Tools: 15

Started with: Research 2014-15 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “facts”: [ { “id”: “illinois_2014_15_record_and_big_ten_finish”, “text”: “Illinois finished the 2014-15 men’s basketball season 19-14 overall and 9-9 in Big Ten play, listed by Sports-Reference as 7th in Big Ten…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2014-15 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “facts”: [ { “id”: “illinois_2014_15_record_and_big_ten_finish”, “text”: “Illinois finished the 2014-15 men’s basketball season 19-14 overall and 9-9 in Big Ten play, listed by Sports-Reference as 7th in Big Ten MBB.”, “sources”: [ { “title”: “2014-15 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2015-schedule.html”, “evidence”: “Record: 19-14 (9-9, 7th in Big Ten MBB )” } ] }, { “id”: “big_ten_tournament_seed_and_matchup”, “text”: “Illinois entered the 2015 Big Ten…

12:16 AM — Research 2014-15 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_001612_d8d035 · Messages: 30 · Tools: 21

Started with: Research 2014-15 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2014-15”, “segment”: “exhibition/preseason plus November-December 2014 games”, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2014-15 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2014-15”, “segment”: “exhibition/preseason plus November-December 2014 games”, “kg_writes”: false }, “schedule_verification”: { “season_record_after_segment”: “10-4 overall, 0-1 Big Ten after Dec. 30, 2014”, “games_verified”: [ { “date”: “2014-11-07”, “type”: “exhibition”, “opponent”: “Quincy”, “site”: “State Farm Center, Champaign, Illinois”, “result”: “W”, “score”: “91-62”, “sources”: [“S1”, “S2”, “S3”] }, { “date”: “2014-11-14”, “type”: “regular”, “opponent”: “Georgia…

12:16 AM — Build a verified 2014-15 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_001613_161228 · Messages: 57 · Tools: 29

Started with: Build a verified 2014-15 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2014_15_schedule_results_seed.json. - Built a verified seed with: - 34 total games including the public/sourceable Quincy exhibition. - 33 countable Sports-Reference games. - Final…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2014-15 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2014_15_schedule_results_seed.json. - Built a verified seed with: - 34 total games including the public/sourceable Quincy exhibition. - 33 countable Sports-Reference games. - Final countable record verified as 19-14. - Big Ten record verified as 9-9. - Phase records: - Non-conference regular season: 10-3 - Big Ten regular season: 9-9 - Big Ten Tournament: 0-1 - NIT: 0-1 - Exhibition: 1-0, excluded from countable totals. - Included source refs for: - Official Fighting Illini 2014-15 schedule. -…

12:16 AM — Research 2014-15 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_001614_96c132 · Messages: 26 · Tools: 18

Started with: Research 2014-15 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2014-15”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “Player/availability/roster narrative context tied to games; no database writes performed.”, “sources”: [ { “id”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2014-15 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2014-15”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “Player/availability/roster narrative context tied to games; no database writes performed.”, “sources”: [ { “id”: “illini_roster_2014_15”, “title”: “2014-15 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2014-15”, “source_type”: “official_roster”, “supports”: [ “roster membership and class/position for Abrams, Rice, Egwu, Hill, Nunn, Cosby” ] }, { “id”: “illini_abrams_acl”,…

12:16 AM — Research 2014-15 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_001613_373185 · Messages: 16 · Tools: 10

Started with: Research 2014-15 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: “2014-15”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “season-level arc and article-worthy hooks; no KG writes performed”, “record_summary”: { “overall”: “19-14”, “big_ten”: “9-9”,…

Subjects: Research

Conversation excerpts

Clay: Research 2014-15 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: “2014-15”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “season-level arc and article-worthy hooks; no KG writes performed”, “record_summary”: { “overall”: “19-14”, “big_ten”: “9-9”, “big_ten_finish”: “tied for 7th / 8 seed in Big Ten tournament context”, “head_coach”: “John Groce, 3rd season”, “postseason”: “NIT first round loss at Alabama, 79-58”, “source_ids”: [ “sports_reference_schedule”, “fightingillini_nit_loss” ] }, “season_arc”: [ { “phase”: “preseason blow”, “date”: “2014-09-11”, “summary”: “Senior…

12:16 AM — Research independent/opponent coverage for important 2014-15 Illinois MBB games;

Source: subagent · Session: 20260906_001614_2f8fd0 · Messages: 33 · Tools: 26

Started with: Research independent/opponent coverage for important 2014-15 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2014-15 Illinois men’s basketball games”, “scope”: { “season”: “2014-15”, “team”: “Illinois Fighting Illini men’s basketball”, “requested_priority_games”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2014-15 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2014-15 Illinois men’s basketball games”, “scope”: { “season”: “2014-15”, “team”: “Illinois Fighting Illini men’s basketball”, “requested_priority_games”: [ “Baylor / Las Vegas Invitational”, “Miami”, “Oregon”, “Missouri / Braggin’ Rights”, “Maryland”, “Michigan State”, “Michigan”, “Purdue”, “Big Ten Tournament”, “NIT” ], “kg_writes”: false }, “results”: [ { “game_key”: “2014-11-28_illinois_vs_baylor_las_vegas_invitational_final”, “date”: “2014-11-28”, “opponent”: “Baylor”,…

12:16 AM — Research 2014-15 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_001613_b4c1b0 · Messages: 30 · Tools: 22

Started with: Research 2014-15 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2014-15”, “date_window”: “2015-02-16 through final played game”, “final_record”: “19-14”, “conference_record”: “9-9”, “conference_finish”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2014-15 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2014-15”, “date_window”: “2015-02-16 through final played game”, “final_record”: “19-14”, “conference_record”: “9-9”, “conference_finish”: “7th in Big Ten”, “head_coach”: “John Groce”, “sources”: [ { “title”: “2014-15 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2015-schedule.html” }, { “title”: “2014-15 Men’s Basketball Schedule”, “publisher”: “University…

12:30 AM — Research independent/opponent coverage for important 2013-14 Illinois MBB games;

Source: subagent · Session: 20260906_002958_403d85 · Messages: 24 · Tools: 19

Started with: Research independent/opponent coverage for important 2013-14 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2013-14 Illinois men’s basketball games”, “scope”: { “season”: “2013-14”, “team”: “Illinois Fighting Illini men’s basketball”, “writes_performed”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2013-14 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2013-14 Illinois men’s basketball games”, “scope”: { “season”: “2013-14”, “team”: “Illinois Fighting Illini men’s basketball”, “writes_performed”: false, “local_files_created_or_modified”: [] }, “issues_encountered”: [ { “type”: “search_backend_fallback”, “detail”: “Configured searxng backend reported SEARXNG_URL unset; web_search results were served by the keyless free tier.” }, { “type”: “coverage_gap”, “detail”: “Opponent/independent public recap coverage was found for the…

12:30 AM — Build a verified 2013-14 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_002958_bafc4a · Messages: 39 · Tools: 20

Started with: Build a verified 2013-14 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2013_14_schedule_results_seed.json. - Built a verified 2013-14 Illinois MBB seed with: - 38 public official schedule entries: Orange & Blue Scrimmage, 2 exhibitions, and 35 countable…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2013-14 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2013_14_schedule_results_seed.json. - Built a verified 2013-14 Illinois MBB seed with: - 38 public official schedule entries: Orange & Blue Scrimmage, 2 exhibitions, and 35 countable games. - Full game-by-game dates, opponents, locations, phases, results, scores, OT flags, records, and source IDs. - Phase summaries for preseason/exhibitions, nonconference, Big Ten regular season, Big Ten Tournament, and NIT. - Season-level narrative overview. - Source catalog for official Illinois schedule, Sports-Reference…

12:30 AM — Research 2013-14 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_002958_96eda0 · Messages: 39 · Tools: 23

Started with: Research 2013-14 Illinois MBB season arc; return source-backed JSON only.

Early response: { “task”: “Research 2013-14 Illinois men’s basketball season arc and article-worthy hooks; no KG writes.”, “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2013-14”, “head_coach”:…

Subjects: Research

Conversation excerpts

Clay: Research 2013-14 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “task”: “Research 2013-14 Illinois men’s basketball season arc and article-worthy hooks; no KG writes.”, “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2013-14”, “head_coach”: “John Groce”, “coach_year”: 2, “final_record”: “20-15”, “conference_record”: “7-11”, “conference_finish”: “8th in Big Ten MBB”, “postseason”: “NIT second round”, “stat_profile”: { “points_per_game”: 64.2, “points_per_game_rank”: “314th of 351”, “points_allowed_per_game”: 62.2, “points_allowed_rank”: “22nd of 351”, “srs”: 10.33,…

12:30 AM — Research 2013-14 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_002958_81e509 · Messages: 40 · Tools: 24

Started with: Research 2013-14 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2013-14 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2013-14”, “program”: “Illinois Fighting Illini men’s basketball”, “kg_writes_performed”: false…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2013-14 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2013-14 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2013-14”, “program”: “Illinois Fighting Illini men’s basketball”, “kg_writes_performed”: false }, “sources”: [ { “id”: “S1”, “title”: “2013-14 Men’s Basketball Cumulative Statistics”, “url”: “https://fightingillini.com/sports/mens-basketball/stats/2013-14” }, { “id”: “S2”, “title”: “Nunn Carries On Benji Legacy”, “url”: “https://fightingillini.com/news/2014/3/12/Nunn_Carries_On_Benji_Legacy” }, { “id”: “S3”, “title”:…

12:30 AM — Research 2013-14 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_002957_d9214b · Messages: 17 · Tools: 9

Started with: Research 2013-14 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “date_range”: “2014-02-16 through final played game”, “final_record”: “20-15 overall, 7-11 Big Ten”, “postseason_result”: “NIT…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2013-14 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “date_range”: “2014-02-16 through final played game”, “final_record”: “20-15 overall, 7-11 Big Ten”, “postseason_result”: “NIT second round” }, “sources”: [ { “id”: “official_schedule”, “title”: “2013-14 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2013-14” }, { “id”: “annual_report”, “title”: “Fighting Illini Athletics Annual Report 2013-2014 | Men’s Basketball”, “url”:…

12:30 AM — Research 2013-14 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260906_002958_31488e · Messages: 16 · Tools: 10

Started with: Research 2013-14 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “final_record”: “20-15”, “big_ten_record”: “7-11”, “big_ten_finish”: “T-8th”, “sources”: [ { “title”: “Fighting Illini…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2013-14 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “final_record”: “20-15”, “big_ten_record”: “7-11”, “big_ten_finish”: “T-8th”, “sources”: [ { “title”: “Fighting Illini Athletics Annual Report 2013-2014 | Men’s Basketball”, “url”: “https://annualreport.fightingillini.com/2013-14/mbb.html” }, { “title”: “2013-14 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2013-14” } ] }, “narrative_facts”: [ { “date”:…

12:30 AM — Research 2013-14 Illinois MBB February 1-February 15, 2014 games; return source-

Source: subagent · Session: 20260906_002957_0bce44 · Messages: 44 · Tools: 31

Started with: Research 2013-14 Illinois MBB February 1-February 15, 2014 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “date_range”: { “start”: “2014-02-01”, “end”: “2014-02-15” }, “no_kg_writes”: true }, “schedule_verification”: { “games_found”:…

Subjects: Research

Conversation excerpts

Clay: Research 2013-14 Illinois MBB February 1-February 15, 2014 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “date_range”: { “start”: “2014-02-01”, “end”: “2014-02-15” }, “no_kg_writes”: true }, “schedule_verification”: { “games_found”: 5, “sources”: [ { “title”: “2013-14 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2013-14”, “evidence”: “Official schedule search result lists Feb. 1 vs #15 Iowa L 74-81; Feb. 4 vs Wisconsin L 63-75; Feb. 9 at Penn State W 60-55; Feb. 12 at…

12:30 AM — Research 2013-14 Illinois MBB January 2014 games; return source-backed narrative

Source: subagent · Session: 20260906_002957_93b2e4 · Messages: 33 · Tools: 23

Started with: Research 2013-14 Illinois MBB January 2014 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2013-14”, “month”: “January 2014”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2013-14 Illinois MBB January 2014 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2013-14”, “month”: “January 2014”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2013-14”, “verified_games_count”: 7, “games”: [ { “date”: “2014-01-04”, “opponent”: “Penn State”, “site”: “State Farm Center”, “result”: “W 75-55”, “conference_game”: true, “stats_url”: “http://stats.fightingillini.com/sports/m-baskbl/2013-2014/game-15.html” }, { “date”: “2014-01-08”, “opponent”: “at #4 Wisconsin”,…

12:30 AM — Research 2013-14 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_002957_f179a2 · Messages: 29 · Tools: 17

Started with: Research 2013-14 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2013-14”, “requested_window”: “exhibition/preseason plus November-December games”, “kg_writes_performed”: false }, “source_ledger”: [ { “source_id”: “S1”,…

Subjects: Research

Conversation excerpts

Clay: Research 2013-14 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2013-14”, “requested_window”: “exhibition/preseason plus November-December games”, “kg_writes_performed”: false }, “source_ledger”: [ { “source_id”: “S1”, “title”: “2013-14 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2013-14”, “use”: “official schedule/results, game dates, locations, scores, recap/stat links” }, { “source_id”: “S2”, “title”: “Illini Throttle McKendree in First Exhibition,…

12:30 AM — Research 2013-14 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_002959_2970aa · Messages: 31 · Tools: 23

Started with: Research 2013-14 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2013-14 Illinois MBB public discussions/fan/local media narratives around John Groce year 2, NCAA/NIT bubble, offensive droughts, Big Ten struggles, late-season stakes, Rice/Abrams/Egwu.”, “scope”:…

Subjects: Research

Conversation excerpts

Clay: Research 2013-14 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2013-14 Illinois MBB public discussions/fan/local media narratives around John Groce year 2, NCAA/NIT bubble, offensive droughts, Big Ten struggles, late-season stakes, Rice/Abrams/Egwu.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2013-14”, “coach”: “John Groce”, “source_types_prioritized”: [ “fan/community blogs”, “student/local media”, “beat/local recaps”, “official recaps used only for factual/stat corroboration” ], “kg_writes”: false }, “overall_read”: { “narrative_summary”: “Public…

12:45 AM — Research 2012-13 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_004511_b51c4b · Messages: 30 · Tools: 20

Started with: Research 2012-13 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “window”: “2013-02-16 through final played game”, “notes”: “No knowledge-graph writes performed. FightingIllini full-page fetch…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2012-13 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “window”: “2013-02-16 through final played game”, “notes”: “No knowledge-graph writes performed. FightingIllini full-page fetch attempts were blocked by challenge pages, so official-site facts below are grounded in retrieved search-result page text/snippets plus Sports-Reference schedule data.” }, “sources”: [ { “id”: “sports_reference_schedule_2012_13”, “title”: “2012-13 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

12:45 AM — Research 2012-13 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_004513_d8c4bb · Messages: 32 · Tools: 24

Started with: Research 2012-13 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2012-13 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “coach”:…

Subjects: Research

Conversation excerpts

Clay: Research 2012-13 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2012-13 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “coach”: “John Groce”, “source_types_targeted”: [ “fan/community”, “student/local media”, “local/regional beat”, “official/context sources” ], “kg_writes”: false }, “summary”: { “what_i_did”: [ “Searched web-visible local, fan, community, beat, and official sources for 2012-13 Illinois MBB narratives.”, “Fetched accessible pages where…

12:45 AM — Research 2012-13 Illinois MBB February 1-February 15, 2013 games; return source-

Source: subagent · Session: 20260906_004511_5ce524 · Messages: 18 · Tools: 11

Started with: Research 2012-13 Illinois MBB February 1-February 15, 2013 games; return source-backed narrative facts JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 2012-13 Illinois MBB February 1-February 15, 2013 games; return source-backed narrative facts JSON only.

12:45 AM — Build a verified 2012-13 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_004512_73899c · Messages: 42 · Tools: 21

Started with: Build a verified 2012-13 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2012_13_schedule_results_seed.json. - Seed includes: - 36 counted 2012-13 Illinois MBB games. - 3 public preseason events: Orange & Blue Scrimmage, Lewis exhibition, West Chester…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2012-13 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2012_13_schedule_results_seed.json. - Seed includes: - 36 counted 2012-13 Illinois MBB games. - 3 public preseason events: Orange & Blue Scrimmage, Lewis exhibition, West Chester exhibition. - Scores, dates, phases, sites/locations, result, record-after, conference-record-after where applicable. - Season-level narrative overview and phase summaries. - Source catalog with official FightingIllini schedule, Sports-Reference schedule, ESPN schedule URL, and official Lewis exhibition recap. - Verification…

12:45 AM — Research 2012-13 Illinois MBB January 2013 games; return source-backed narrative

Source: subagent · Session: 20260906_004511_5d4789 · Messages: 20 · Tools: 13

Started with: Research 2012-13 Illinois MBB January 2013 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “month”: “2013-01”, “write_scope”: “research_only_no_kg_writes”, “official_schedule_verification”: { “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2012-13 Illinois MBB January 2013 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “month”: “2013-01”, “write_scope”: “research_only_no_kg_writes”, “official_schedule_verification”: { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2012-13”, “notes”: “Official Illinois athletics schedule page lists 2012-13 overall record 23-13, Big Ten record 8-10, and the January 2013 games/results used here.” }, “cross_check_sources”: [ { “title”: “Sports-Reference 2012-13 Illinois schedule/results”, “url”:…

12:45 AM — Research 2012-13 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_004510_b4de71 · Messages: 21 · Tools: 11

Started with: Research 2012-13 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2012-13”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December 2012 games”, “kg_writes”: false, “source_backing_note”: “Dates, opponents, locations, scores, ranks…

Subjects: Research

Conversation excerpts

Clay: Research 2012-13 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2012-13”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December 2012 games”, “kg_writes”: false, “source_backing_note”: “Dates, opponents, locations, scores, ranks and schedule order are backed by the official Illinois schedule and Sports-Reference schedule/gamelog pages. Game-attached narrative facts are backed by official Illinois recap/note URLs when available; entries marked thin=true have only schedule/title-level narrative support or limited extracted article text.”, “sources”: [ {…

12:45 AM — Research 2012-13 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_004512_bba08a · Messages: 18 · Tools: 11

Started with: Research 2012-13 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2012-13 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2012-13”, “program”: “Illinois Fighting Illini men’s basketball”, “focus_people”: [ “Brandon…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2012-13 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2012-13 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2012-13”, “program”: “Illinois Fighting Illini men’s basketball”, “focus_people”: [ “Brandon Paul”, “D.J. Richardson”, “Tracy Abrams”, “Nnanna Egwu”, “Joseph Bertrand”, “Tyler Griffey”, “John Groce” ], “kg_writes_performed”: false }, “sources”: [ { “source_id”: “S1”, “title”: “2012-13 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2012-13”,…

12:45 AM — Research 2012-13 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_004512_3fe788 · Messages: 16 · Tools: 10

Started with: Research 2012-13 Illinois MBB season arc; return source-backed JSON only.

Early response: { “task”: “Research 2012-13 Illinois men’s basketball season arc; source-backed JSON only; no KG writes.”, “actions_taken”: [ “Loaded relevant skills: sports-knowledge-graph-ingestion and grounded-citations.”,…

Subjects: Research

Conversation excerpts

Clay: Research 2012-13 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “task”: “Research 2012-13 Illinois men’s basketball season arc; source-backed JSON only; no KG writes.”, “actions_taken”: [ “Loaded relevant skills: sports-knowledge-graph-ingestion and grounded-citations.”, “Searched and reviewed official Illinois Athletics pages, Sports Reference season pages, Maui Invitational coverage, and contemporaneous/secondary news results.”, “Synthesized season-level arcs and article-worthy hooks with source IDs attached.” ], “files_created_or_modified”: [], “kg_writes”: false, “issues_encountered”: [ “Direct…

12:45 AM — Research independent/opponent coverage for important 2012-13 Illinois MBB games;

Source: subagent · Session: 20260906_004512_d97b31 · Messages: 13 · Tools: 6

Started with: Research independent/opponent coverage for important 2012-13 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2012-13 Illinois men’s basketball games”, “scope”: { “season”: “2012-13”, “team”: “Illinois Fighting Illini men’s basketball”, “writes_to_kg”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2012-13 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2012-13 Illinois men’s basketball games”, “scope”: { “season”: “2012-13”, “team”: “Illinois Fighting Illini men’s basketball”, “writes_to_kg”: false, “priority_groups”: [ “Maui Invitational games”, “Butler”, “Georgia Tech”, “Gonzaga”, “Missouri/Braggin’ Rights”, “Ohio State”, “Indiana home upset”, “Minnesota”, “Big Ten Tournament”, “NCAA Colorado/Miami” ] }, “games”: [ { “date”: “2012-11-19”, “game”: “Illinois vs USC”, “competition_context”: “Maui Invitational quarterfinal”,…

12:45 AM — Research 2012-13 Illinois MBB Big Ten Tournament / NCAA Tournament / postseason

Source: subagent · Session: 20260906_004511_f63fda · Messages: 16 · Tools: 10

Started with: Research 2012-13 Illinois MBB Big Ten Tournament / NCAA Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “team_season_id”: “illinois_mbb_2012_13”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “facts”: [ { “type”: “season_postseason_status”, “narrative”: “Illinois finished 23-13 overall…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2012-13 Illinois MBB Big Ten Tournament / NCAA Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “team_season_id”: “illinois_mbb_2012_13”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2012-13”, “facts”: [ { “type”: “season_postseason_status”, “narrative”: “Illinois finished 23-13 overall and 8-10 in Big Ten play, tied for seventh in the league standings, and its postseason appearance was in the 2013 NCAA Tournament rather than the NIT or CBI.”, “evidence”: [ { “source_id”: “sports_reference_illinois_2013_schedule”, “quote”: “Record: 23-13 (8-10, 7th in Big Ten MBB); NCAA Tournament: Won East Second Round (57-49)…

12:54 AM — Build a verified 2011-12 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_005430_d6111e · Messages: 32 · Tools: 16

Started with: Build a verified 2011-12 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2011_12_schedule_results_seed.json. - Built a verified 2011-12 Illinois MBB schedule/results seed with: - 36 total public schedule entries - 32 counted games - 4 non-counting public…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2011-12 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2011_12_schedule_results_seed.json. - Built a verified 2011-12 Illinois MBB schedule/results seed with: - 36 total public schedule entries - 32 counted games - 4 non-counting public events/exhibitions: Alumni Game, Orange & Blue Scrimmage, Wayne State exhibition, Quincy exhibition - Full regular season + Big Ten Tournament result - Phase labels, scores, venues, records after games, Big Ten record tracking, source notes, and source URLs - Season-level narrative overview - Cross-checked against: - Illinois…

12:54 AM — Research independent/opponent coverage for important 2011-12 Illinois MBB games;

Source: subagent · Session: 20260906_005431_b4472f · Messages: 26 · Tools: 19

Started with: Research independent/opponent coverage for important 2011-12 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2011-12 Illinois men’s basketball games; no KG writes.”, “season”: “2011-12”, “team”: “Illinois Fighting Illini men’s basketball”, “overall_status”: {…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2011-12 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2011-12 Illinois men’s basketball games; no KG writes.”, “season”: “2011-12”, “team”: “Illinois Fighting Illini men’s basketball”, “overall_status”: { “record”: “17-15”, “conference_record”: “6-12”, “big_ten_finish”: “9th”, “postseason”: “No NCAA bid; no NIT bid; Illinois did not participate in CBI/CIT”, “sources”: [ { “type”: “season_reference”, “publisher”: “Sports Reference”, “title”: “2011-12 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

12:54 AM — Research 2011-12 Illinois MBB February 1-February 15, 2012 games; return source-

Source: subagent · Session: 20260906_005430_ec742b · Messages: 33 · Tools: 21

Started with: Research 2011-12 Illinois MBB February 1-February 15, 2012 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2011-12”, “date_range”: { “start”: “2012-02-01”, “end”: “2012-02-15”, “inclusive”: true }, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2011-12 Illinois MBB February 1-February 15, 2012 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2011-12”, “date_range”: { “start”: “2012-02-01”, “end”: “2012-02-15”, “inclusive”: true }, “kg_writes”: false }, “schedule_verification”: { “verified_games_in_range”: 4, “notes”: [ “The official Illinois 2011-12 schedule lists no game on Feb. 1-4, then four games from Feb. 5 through Feb. 15: Northwestern, at Indiana, at Michigan, Purdue.”, “Sports-Reference and CBB Coach DB independently match the same four Illinois games and results in this window.” ], “sources”: [ { “title”:…

12:54 AM — Research 2011-12 Illinois MBB January 2012 games; return source-backed narrative

Source: subagent · Session: 20260906_005429_c5873b · Messages: 30 · Tools: 20

Started with: Research 2011-12 Illinois MBB January 2012 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “month”: “January 2012”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2011-12 Illinois MBB January 2012 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “month”: “January 2012”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2011-12”, “verified_games”: [ { “date”: “2012-01-04”, “opponent”: “Northwestern”, “site”: “Evanston, Ill.”, “venue_or_source_site_text”: “Evanston, Ill.”, “result”: “W”, “score”: “57-56”, “official_stats_url”: “http://stats.fightingillini.com/sports/m-baskbl/2011-2012/game-16.html” }, { “date”:…

12:54 AM — Research 2011-12 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_005430_817dc1 · Messages: 29 · Tools: 20

Started with: Research 2011-12 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “date_range”: “2012-02-16 through final played game, with postseason/coaching context”, “kg_writes”: false }, “sources”: [ {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2011-12 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “date_range”: “2012-02-16 through final played game, with postseason/coaching context”, “kg_writes”: false }, “sources”: [ { “id”: “sports_reference_schedule_2012”, “title”: “2011-12 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2012-schedule.html”, “notes”: “Search/fetch snippet provided full late-season schedule rows, final record, Big Ten record, coach, and game-by-game…

12:54 AM — Research 2011-12 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_005431_795e77 · Messages: 14 · Tools: 8

Started with: Research 2011-12 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2011-12”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_people”: [ “Meyers Leonard”, “Brandon Paul”, “D.J. Richardson”, “Sam Maniscalco”, “Tracy Abrams”, “Joseph Bertrand”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2011-12 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2011-12”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_people”: [ “Meyers Leonard”, “Brandon Paul”, “D.J. Richardson”, “Sam Maniscalco”, “Tracy Abrams”, “Joseph Bertrand”, “Tyler Griffey”, “Bruce Weber” ], “focus”: “player/availability/roster narrative context tied to games”, “kg_writes”: false }, “team_context”: { “record_context”: { “claim”: “Illinois finished 17-15 overall and 6-12 in the Big Ten under Bruce Weber.”, “source_ids”: [ “sports_reference_2012_roster_stats”, “deseret_weber_fired_ap”…

12:54 AM — Research 2011-12 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_005431_1c0776 · Messages: 34 · Tools: 24

Started with: Research 2011-12 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2011-12 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “constraints”: [“public discussions”,…

Subjects: Research

Conversation excerpts

Clay: Research 2011-12 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2011-12 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2011-12”, “constraints”: [“public discussions”, “fan/community/local/beat narratives”, “no KG writes”], “status”: “completed” }, “sources”: [ { “id”: “src_illinoisloyalty_weber_wont_resign_2012_02_17”, “url”: “https://www.illinoisloyalty.com/a/2012/0217_bruce_weber_says_he_wont_resign.php”, “title”: “Bruce Weber says he won’t resign”, “publisher_or_site”: “Illinois Loyalty”,…

12:54 AM — Research 2011-12 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_005430_73a5f8 · Messages: 32 · Tools: 21

Started with: Research 2011-12 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: [ { “season_id”: “season_2011_12”, “team”: “Illinois Fighting Illini men’s basketball”, “fact_type”: “season_postseason_context”, “narrative”: “Illinois finished the 2011-12 season 17-15 overall and 6-12 in Big Ten…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2011-12 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: [ { “season_id”: “season_2011_12”, “team”: “Illinois Fighting Illini men’s basketball”, “fact_type”: “season_postseason_context”, “narrative”: “Illinois finished the 2011-12 season 17-15 overall and 6-12 in Big Ten play, listed as ninth in the Big Ten by Sports-Reference; the official Illinois schedule/stat materials also list the final record as 17-15 overall and 6-12 Big Ten.”, “date”: “2012-03-19”, “status”: “verified”, “sources”: [ { “title”: “2011-12 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports-Reference”,…

12:54 AM — Research 2011-12 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_005429_d858ae · Messages: 33 · Tools: 19

Started with: Research 2011-12 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2011-12”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “exhibition/preseason plus November-December 2011 games”, “source_policy”: “No KG writes. Facts below are source-backed by listed…

Subjects: Research

Conversation excerpts

Clay: Research 2011-12 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2011-12”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “exhibition/preseason plus November-December 2011 games”, “source_policy”: “No KG writes. Facts below are source-backed by listed URLs; thin=true marks entries where only a short official/AP recap or schedule-level evidence was found in this pass.”, “sources”: [ { “id”: “S1”, “title”: “2011-12 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2011-12”, “type”:…

12:54 AM — Research 2011-12 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_005430_fdec5d · Messages: 19 · Tools: 12

Started with: Research 2011-12 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “2011-12”, “head_coach”: “Bruce Weber”, “conference”: “Big Ten”, “overall_record”: “17-15”, “conference_record”: “6-12”,…

Subjects: Research

Conversation excerpts

Clay: Research 2011-12 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “2011-12”, “head_coach”: “Bruce Weber”, “conference”: “Big Ten”, “overall_record”: “17-15”, “conference_record”: “6-12”, “conference_finish”: “9th”, “postseason”: { “ncaa_tournament”: “missed”, “nit”: “not selected”, “other_postseason”: “Illinois athletic director Mike Thomas said Illinois would not play in CBI or CollegeInsider.com tournaments” }, “source_ids”: [“sports_reference_schedule”, “deseret_nit”] }, “season_arc_summary”: { “one_sentence”: “Illinois…

1:06 AM — Research 2010-11 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_010612_65d590 · Messages: 16 · Tools: 10

Started with: Research 2010-11 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “season”: “2010-11”, “program”: “Illinois Fighting Illini men’s basketball”, “facts”: [ { “type”: “season_record_context”, “narrative”: “Illinois finished the 2010-11 season 20-14 overall and 9-9 in Big Ten play…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2010-11 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “season”: “2010-11”, “program”: “Illinois Fighting Illini men’s basketball”, “facts”: [ { “type”: “season_record_context”, “narrative”: “Illinois finished the 2010-11 season 20-14 overall and 9-9 in Big Ten play under head coach Bruce Weber.”, “sources”: [ { “title”: “2010-11 Illinois Fighting Illini Men’s Schedule and Results | College Basketball at Sports-Reference.com”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2011-schedule.html”, “evidence”: “Record: 20-14 (9-9, 4th in Big Ten MBB); Coach: Bruce Weber” }, {…

1:06 AM — Research 2010-11 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_010612_2243cb · Messages: 12 · Tools: 7

Started with: Research 2010-11 Illinois MBB season arc; return source-backed JSON only.

Early response: { “task”: “Research 2010-11 Illinois men’s basketball season arc and article-worthy hooks; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ { “issue”: “Configured…

Subjects: Research

Conversation excerpts

Clay: Research 2010-11 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “task”: “Research 2010-11 Illinois men’s basketball season arc and article-worthy hooks; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ { “issue”: “Configured web_search backend reported SEARXNG_URL unset; search results were served by fallback keyless tier.”, “impact”: “Research still completed using reachable public sources and direct page fetch excerpts.” } ], “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2010-11”, “head_coach”: “Bruce Weber”,…

1:06 AM — Research 2010-11 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_010613_fa9911 · Messages: 34 · Tools: 22

Started with: Research 2010-11 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2010-11”, “program”: “Illinois men’s basketball”, “scope”: { “requested_people”: [ “Demetri McCamey”, “Mike Davis”, “Mike Tisdale”, “D.J. Richardson”, “Brandon Paul”, “Bill Cole”, “Jereme Richmond”, “Bruce…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2010-11 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2010-11”, “program”: “Illinois men’s basketball”, “scope”: { “requested_people”: [ “Demetri McCamey”, “Mike Davis”, “Mike Tisdale”, “D.J. Richardson”, “Brandon Paul”, “Bill Cole”, “Jereme Richmond”, “Bruce Weber” ], “focus”: “player availability, role changes, rotation, roster narrative tied to games”, “kg_writes”: false }, “sources”: [ { “source_id”: “src_official_roster_2010_11”, “title”: “2010-11 Men’s Basketball Roster”, “publisher”: “University of Illinois Athletics”, “url”:…

1:06 AM — Research 2010-11 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_010611_a5bc2a · Messages: 23 · Tools: 15

Started with: Research 2010-11 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2010-11”, “date_range”: “2011-02-16 through final played game”, “postseason_included”: true, “kg_writes”: false }, “season_context”: {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2010-11 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2010-11”, “date_range”: “2011-02-16 through final played game”, “postseason_included”: true, “kg_writes”: false }, “season_context”: { “final_record”: “20-14”, “big_ten_record”: “9-9”, “big_ten_finish”: “4th in Big Ten”, “coach”: “Bruce Weber”, “postseason”: { “big_ten_tournament”: “Lost in quarterfinals to Michigan, 60-55, on 2011-03-11 in Indianapolis.”, “ncaa_tournament”: “Received NCAA Tournament bid as No. 9 seed in Southwest Region; defeated No. 8 UNLV 73-62…

1:06 AM — Research independent/opponent coverage for important 2010-11 Illinois MBB games;

Source: subagent · Session: 20260906_010612_598390 · Messages: 13 · Tools: 6

Started with: Research independent/opponent coverage for important 2010-11 Illinois MBB games; return source-backed JSON only.

Early response: { “season”: “2010-11”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent and opponent coverage for prioritized important games”, “kg_writes_performed”: false, “games”: [ { “date”: “2010-11-18”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2010-11 Illinois MBB games; return source-backed JSON only.

Hermes: { “season”: “2010-11”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent and opponent coverage for prioritized important games”, “kg_writes_performed”: false, “games”: [ { “date”: “2010-11-18”, “opponent”: “Texas”, “site”: “Madison Square Garden, New York, NY”, “result”: “Texas 90, Illinois 84 (OT)”, “importance_tags”: [“2K Sports Classic”, “ranked opponent”, “neutral-site”], “coverage”: [ { “source_type”: “independent”, “publisher”: “Burnt Orange Nation”, “title”: “Texas Dominates Overtime To Defeat Illinois 90-84”,…

1:06 AM — Research 2010-11 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_010611_a205b7 · Messages: 24 · Tools: 13

Started with: Research 2010-11 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2010-11”, “program”: “Illinois men’s basketball”, “scope”: “preseason/exhibition plus November-December regular-season games”, “kg_writes_performed”: false, “sources”: [ { “id”: “schedule_official”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2010-11 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2010-11”, “program”: “Illinois men’s basketball”, “scope”: “preseason/exhibition plus November-December regular-season games”, “kg_writes_performed”: false, “sources”: [ { “id”: “schedule_official”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2010-11”, “publisher”: “University of Illinois Athletics”, “notes”: “Official schedule with dates, opponents, locations, scores, box-score/stat links and recap links.” }, { “id”: “schedule_finalized_official”, “url”:…

1:06 AM — Build a verified 2010-11 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_010612_59168b · Messages: 22 · Tools: 11

Started with: Build a verified 2010-11 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created and verified /home/clay/illinois_mbb_2010_11_schedule_results_seed.json. - Built a season seed JSON with: - 37 public/sourceable rows total: 34 countable games + Orange & Blue Scrimmage + 2 exhibitions. -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2010-11 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created and verified /home/clay/illinois_mbb_2010_11_schedule_results_seed.json. - Built a season seed JSON with: - 37 public/sourceable rows total: 34 countable games + Orange & Blue Scrimmage + 2 exhibitions. - Full schedule/results fields: dates, phases, game types, sites, opponents, scores, OT, records after games, sources, and verification notes. - Season narrative overview and summary: Bruce Weber, 20–14 overall, 9–9 Big Ten, 4th in Big Ten, NCAA win over UNLV, loss to Kansas. - Phase records for exhibitions, nonconference, Big Ten…

1:06 AM — Research 2010-11 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_010613_0be4d3 · Messages: 20 · Tools: 14

Started with: Research 2010-11 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2010-11 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “season_context”: { “team”: “2010-11 Illinois Fighting Illini men’s basketball”,…

Subjects: Research

Conversation excerpts

Clay: Research 2010-11 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2010-11 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “season_context”: { “team”: “2010-11 Illinois Fighting Illini men’s basketball”, “record”: “20-14 overall, 9-9 Big Ten”, “postseason”: “NCAA Tournament at-large; beat UNLV 73-62; lost to Kansas 73-59 in Round of 32/Third Round”, “core_source_urls”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/2011.html”, “https://www.sports-reference.com/cbb/schools/illinois/men/2011-gamelogs.html”,…

1:06 AM — Research 2010-11 Illinois MBB February 1-February 15, 2011 games; return source-

Source: subagent · Session: 20260906_010611_847f58 · Messages: 21 · Tools: 14

Started with: Research 2010-11 Illinois MBB February 1-February 15, 2011 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2010-11”, “date_window”: { “start”: “2011-02-01”, “end”: “2011-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: { “sources”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 2010-11 Illinois MBB February 1-February 15, 2011 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2010-11”, “date_window”: { “start”: “2011-02-01”, “end”: “2011-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: { “sources”: [ { “label”: “Illinois official 2010-11 schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2010-11”, “supports”: [ “Feb. 1, 2011 vs Penn State, W 68-51, Assembly Hall”, “Feb. 5, 2011 at Northwestern, L 70-71, Evanston, Ill.”, “Feb. 10, 2011 at Minnesota, W 71-62, Minneapolis, Minn.”, “Feb. 13, 2011 vs #14…

1:06 AM — Research 2010-11 Illinois MBB January 2011 games; return source-backed narrative

Source: subagent · Session: 20260906_010611_4fe4ee · Messages: 29 · Tools: 20

Started with: Research 2010-11 Illinois MBB January 2011 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2010-11”, “month”: “2011-01”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2010-11 Illinois MBB January 2011 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2010-11”, “month”: “2011-01”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/services/schedule_txt.ashx?schedule=39”, “source_type”: “official_schedule_text”, “january_2011_games_count”: 7, “verified_games”: [ { “date”: “2011-01-02”, “opponent”: “Wisconsin”, “site”: “Home”, “location”: “Assembly Hall”, “result”: “W 69-61” }, { “date”: “2011-01-06”, “opponent”: “Northwestern”, “site”: “Home”, “location”:…

1:18 AM — Research 2009-10 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_011811_ae75b3 · Messages: 14 · Tools: 9

Started with: Research 2009-10 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “facts”: [ { “topic”: “season_postseason_summary”, “narrative”: “Illinois finished the 2009-10 season 21-15 overall and 10-8 in Big Ten play. Its postseason path included a Big Ten Tournament semifinal appearance…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2009-10 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “facts”: [ { “topic”: “season_postseason_summary”, “narrative”: “Illinois finished the 2009-10 season 21-15 overall and 10-8 in Big Ten play. Its postseason path included a Big Ten Tournament semifinal appearance followed by an NIT quarterfinal exit.”, “source_backing”: [ { “title”: “2009-10 Illinois Fighting Illini Men’s Schedule and Results | College Basketball at Sports-Reference.com”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2010-schedule.html”, “evidence”: “Sports-Reference lists Illinois at 21-15 overall, 10-8…

1:18 AM — Research 2009-10 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_011813_c97d0a · Messages: 37 · Tools: 29

Started with: Research 2009-10 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2009-10 Illinois MBB public discussions/fan/local media narratives around NCAA bubble disappointment, NIT run, Weber discourse, young guard development, and recruiting/player development narratives.…

Subjects: Research

Conversation excerpts

Clay: Research 2009-10 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2009-10 Illinois MBB public discussions/fan/local media narratives around NCAA bubble disappointment, NIT run, Weber discourse, young guard development, and recruiting/player development narratives. No KG writes.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “focus_terms”: [ “NCAA bubble disappointment”, “NIT run”, “Bruce Weber discourse”, “young guard development”, “recruiting/player development narratives”, “fan/community/local/beat discussions” ] }, “narratives”: [ { “id”:…

1:18 AM — Research 2009-10 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_011812_0c211b · Messages: 28 · Tools: 19

Started with: Research 2009-10 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2009-10 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2009-10”, “team”: “Illinois Fighting Illini men’s basketball”, “no_kg_writes”: true },…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2009-10 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2009-10 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “season”: “2009-10”, “team”: “Illinois Fighting Illini men’s basketball”, “no_kg_writes”: true }, “sources”: [ { “id”: “S1”, “title”: “2009-10 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2009-10”, “supports”: [ “official roster identities/classes/positions” ] }, { “id”: “S2”, “title”: “2009-10 Men’s Basketball Cumulative Statistics - University of…

1:18 AM — Research 2009-10 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_011811_0949bc · Messages: 22 · Tools: 16

Started with: Research 2009-10 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “date_window_requested”: “2010-02-16 through final played game”, “first_game_in_window”: “2010-02-20 at Purdue”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2009-10 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “date_window_requested”: “2010-02-16 through final played game”, “first_game_in_window”: “2010-02-20 at Purdue”, “final_played_game”: “2010-03-24 vs Dayton”, “notes”: “Illinois had no game on 2010-02-16; the next documented game after that date was 2010-02-20 at Purdue.” }, “sources”: [ { “id”: “official_illinois_schedule_2009_10”, “title”: “2009-10 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

1:18 AM — Research 2009-10 Illinois MBB January 2010 games; return source-backed narrative

Source: subagent · Session: 20260906_011811_2724b2 · Messages: 23 · Tools: 15

Started with: Research 2009-10 Illinois MBB January 2010 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “month”: “2010-01”, “kg_writes”: false }, “official_schedule_verification”: { “source_name”: “University of Illinois Athletics…

Subjects: Research

Conversation excerpts

Clay: Research 2009-10 Illinois MBB January 2010 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “month”: “2010-01”, “kg_writes”: false }, “official_schedule_verification”: { “source_name”: “University of Illinois Athletics 2009-10 Men’s Basketball Schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2009-10”, “cross_check_source_name”: “Sports-Reference 2009-10 Illinois Fighting Illini Men’s Schedule and Results”, “cross_check_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2010-schedule.html",…

1:18 AM — Research independent/opponent coverage for important 2009-10 Illinois MBB games;

Source: subagent · Session: 20260906_011812_5c36af · Messages: 13 · Tools: 6

Started with: Research independent/opponent coverage for important 2009-10 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2009-10 Illinois men’s basketball games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “writes_performed”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2009-10 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2009-10 Illinois men’s basketball games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2009-10”, “writes_performed”: false, “priority_games_requested”: [ “Clemson”, “Vanderbilt”, “Gonzaga”, “Missouri/Braggin’ Rights”, “Big Ten contenders”, “Big Ten Tournament”, “NIT games” ] }, “season_reference_sources”: [ { “title”: “2009-10 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”:…

1:18 AM — Research 2009-10 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_011811_883e1c · Messages: 16 · Tools: 9

Started with: Research 2009-10 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2009-10”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “source_policy”: “No KG writes; facts are backed by cited source URLs in each…

Subjects: Research

Conversation excerpts

Clay: Research 2009-10 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2009-10”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “source_policy”: “No KG writes; facts are backed by cited source URLs in each item.”, “source_index”: [ { “source_id”: “official_schedule”, “title”: “2009-10 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2009-10” }, { “source_id”: “sports_reference_schedule”, “title”: “2009-10 Illinois Fighting Illini Men’s Schedule and…

1:18 AM — Build a verified 2009-10 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_011812_72b3fa · Messages: 40 · Tools: 20

Started with: Build a verified 2009-10 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2009_10_schedule_results_seed.json. - Built a verified 2009-10 Illinois MBB season seed with: - 36 regular/postseason games - 2 public/sourceable exhibitions - Game phases,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2009-10 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2009_10_schedule_results_seed.json. - Built a verified 2009-10 Illinois MBB season seed with: - 36 regular/postseason games - 2 public/sourceable exhibitions - Game phases, locations, scores, records after each game, overtime flags, opponents, arenas, and source URLs - Season-level narrative overview - Final record: 21-15 - Big Ten record: 10-8 - Cross-checked against: - Sports-Reference 2009-10 Illinois schedule/results - Official FightingIllini 2009-10 schedule page - Official FightingIllini…

1:18 AM — Research 2009-10 Illinois MBB February 1-February 15, 2010 games; return source-

Source: subagent · Session: 20260906_011811_8512cd · Messages: 26 · Tools: 16

Started with: Research 2009-10 Illinois MBB February 1-February 15, 2010 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2009_10”, “season_label”: “2009-10”, “date_start”: “2010-02-01”, “date_end”: “2010-02-15”, “schedule_verification”: { “games_found”: 4, “games”: […

Subjects: Research

Conversation excerpts

Clay: Research 2009-10 Illinois MBB February 1-February 15, 2010 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2009_10”, “season_label”: “2009-10”, “date_start”: “2010-02-01”, “date_end”: “2010-02-15”, “schedule_verification”: { “games_found”: 4, “games”: [ { “date”: “2010-02-03”, “opponent”: “Iowa”, “site”: “away”, “location”: “Iowa City, Iowa”, “result”: “W 57-49” }, { “date”: “2010-02-06”, “opponent”: “No. 5 Michigan State”, “site”: “home”, “location”: “Assembly Hall, Champaign, Illinois”, “result”: “W 78-73” }, { “date”: “2010-02-09”, “opponent”: “No. 11 Wisconsin”, “site”:…

1:18 AM — Research 2009-10 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_011812_bdc301 · Messages: 20 · Tools: 14

Started with: Research 2009-10 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2009-10”, “head_coach”: “Bruce Weber”, “overall_record”: “21-15”, “big_ten_record”: “10-8”, “big_ten_finish”: “5th”, “postseason”:…

Subjects: Research

Conversation excerpts

Clay: Research 2009-10 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2009-10”, “head_coach”: “Bruce Weber”, “overall_record”: “21-15”, “big_ten_record”: “10-8”, “big_ten_finish”: “5th”, “postseason”: “NIT quarterfinals”, “source_ids”: [“sports_reference_season”, “fightingillini_banquet”] }, “source_index”: { “sports_reference_season”: { “title”: “2009-10 Illinois Fighting Illini Men’s Roster and Stats”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2010.html”, “supports”: [ “21-15 overall record”, “10-8…

1:27 AM — Build a verified 2008-09 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_012718_11ef0d · Messages: 36 · Tools: 18

Started with: Build a verified 2008-09 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2008_09_schedule_results_seed.json. - Built a verified 2008-09 Illinois MBB schedule/results seed with: - 36 total entries: 34 countable games + 2 public exhibition/scrimmage…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2008-09 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2008_09_schedule_results_seed.json. - Built a verified 2008-09 Illinois MBB schedule/results seed with: - 36 total entries: 34 countable games + 2 public exhibition/scrimmage entries. - Final record: 24-10. - Big Ten record: 11-7. - Big Ten Tournament: beat Michigan, lost to Purdue in semifinal. - NCAA Tournament: No. 5 seed, lost 76-72 to No. 12 Western Kentucky in the South first round. - Season-level narrative overview and source/verification metadata. - Cross-checked against: - Official…

1:27 AM — Research 2008-09 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_012717_c6a499 · Messages: 28 · Tools: 18

Started with: Research 2008-09 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2008-09”, “date_range”: “2009-02-16 through final played game”, “postseason_context_included”: true, “kg_writes”: false }, “summary”: {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2008-09 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2008-09”, “date_range”: “2009-02-16 through final played game”, “postseason_context_included”: true, “kg_writes”: false }, “summary”: { “record_in_scope”: “3-4 from Feb. 18 through Mar. 19, 2009”, “final_overall_record”: “24-10”, “final_big_ten_record”: “11-7”, “big_ten_finish”: “Big Ten runner-up / tied for second context; official Illinois release describes Illinois as Big Ten runner-up at 11-7”, “postseason”: “No NIT/CBI; Illinois played in the Big Ten…

1:27 AM — Research 2008-09 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_012718_c5e1d4 · Messages: 15 · Tools: 9

Started with: Research 2008-09 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2008-09”, “head_coach”: “Bruce Weber”, “overall_record”: “24-10”, “conference_record”: “11-7”, “conference_finish”: “2nd / tied-2nd…

Subjects: Research

Conversation excerpts

Clay: Research 2008-09 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2008-09”, “head_coach”: “Bruce Weber”, “overall_record”: “24-10”, “conference_record”: “11-7”, “conference_finish”: “2nd / tied-2nd in Big Ten”, “postseason”: “NCAA Tournament first round”, “ncaa_seed”: 5, “ncaa_region”: “South”, “final_game”: { “date”: “2009-03-19”, “opponent”: “Western Kentucky”, “opponent_seed”: 12, “site”: “Rose Garden Arena, Portland, Oregon”, “result”: “L 72-76” }, “source_ids”: [“sports_reference_2009_roster_stats”,…

1:27 AM — Research independent/opponent coverage for important 2008-09 Illinois MBB games;

Source: subagent · Session: 20260906_012718_33aa72 · Messages: 27 · Tools: 21

Started with: Research independent/opponent coverage for important 2008-09 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2008-09 Illinois MBB games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ “Configured web_search backend…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2008-09 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2008-09 Illinois MBB games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ “Configured web_search backend reported SEARXNG_URL missing; results were served by keyless fallback.”, “Some opponent official sites had stronger pregame/notes coverage than postgame recap pages in search results, especially Missouri and WKU.”, “Purdue Dec. 30 opponent-official postgame recap was not surfaced; independent ESPN and Illinois/AP coverage were…

1:27 AM — Research 2008-09 Illinois MBB February 1-February 15, 2009 games; return source-

Source: subagent · Session: 20260906_012717_f26b4c · Messages: 28 · Tools: 18

Started with: Research 2008-09 Illinois MBB February 1-February 15, 2009 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2008-09”, “date_range”: { “start”: “2009-02-01”, “end”: “2009-02-15”, “inclusive”: true }, “kg_writes”: false }, “schedule_verification”:…

Subjects: Research

Conversation excerpts

Clay: Research 2008-09 Illinois MBB February 1-February 15, 2009 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2008-09”, “date_range”: { “start”: “2009-02-01”, “end”: “2009-02-15”, “inclusive”: true }, “kg_writes”: false }, “schedule_verification”: { “games_found”: 5, “sources”: [ { “label”: “official_illinois_schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2008-09” }, { “label”: “sports_reference_schedule”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2009-schedule.html” } ], “verified_games”: [ { “date”: “2009-02-01”,…

1:27 AM — Research 2008-09 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_012719_550460 · Messages: 43 · Tools: 33

Started with: Research 2008-09 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 2008-09 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

1:27 AM — Research 2008-09 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_012717_d974dd · Messages: 15 · Tools: 10

Started with: Research 2008-09 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “facts”: [ { “topic”: “season_postseason_overview”, “narrative”: “Illinois finished the 2008-09 season 24-10 overall and 11-7 in Big Ten play, placing second in the Big Ten. Its postseason path consisted of the Big…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2008-09 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “facts”: [ { “topic”: “season_postseason_overview”, “narrative”: “Illinois finished the 2008-09 season 24-10 overall and 11-7 in Big Ten play, placing second in the Big Ten. Its postseason path consisted of the Big Ten Tournament followed by the NCAA Tournament.”, “source_urls”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/2009-schedule.html”, “https://fightingillini.com/sports/mens-basketball/schedule/2008-09” ], “evidence”: [ “Sports-Reference lists Illinois at 24-10, 11-7, 2nd in Big Ten MBB, and shows Big Ten Tournament…

1:27 AM — Research 2008-09 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_012717_4514d5 · Messages: 20 · Tools: 11

Started with: Research 2008-09 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season_id”: “season_2008_09”, “program”: “Illinois men’s basketball”, “scope”: “2008-09 exhibitions/preseason plus November-December games”, “no_kg_writes”: true, “sources”: [ { “source_id”: “src_official_schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research 2008-09 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “season_2008_09”, “program”: “Illinois men’s basketball”, “scope”: “2008-09 exhibitions/preseason plus November-December games”, “no_kg_writes”: true, “sources”: [ { “source_id”: “src_official_schedule”, “title”: “2008-09 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2008-09”, “publisher”: “University of Illinois Athletics”, “notes”: “Official schedule source for dates, sites, opponents, results, stats/recap links, overall record summary.” }, {…

1:27 AM — Research 2008-09 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_012718_5515f1 · Messages: 15 · Tools: 11

Started with: Research 2008-09 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2008-09 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

1:27 AM — Research 2008-09 Illinois MBB January 2009 games; return source-backed narrative

Source: subagent · Session: 20260906_012717_d6ac45 · Messages: 20 · Tools: 11

Started with: Research 2008-09 Illinois MBB January 2009 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2008-09 Illinois MBB January 2009 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2008-09”, “month”: “January 2009”,…

Subjects: Research

Conversation excerpts

Clay: Research 2008-09 Illinois MBB January 2009 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2008-09 Illinois MBB January 2009 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2008-09”, “month”: “January 2009”, “games_in_scope”: 7, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2008-09”, “cross_check_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2009-schedule.html”, “verified_games”: [ { “date”: “2009-01-04”, “opponent”: “Michigan”,…

1:34 AM — Research 2007-08 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_013450_0ac3e3 · Messages: 28 · Tools: 16

Started with: Research 2007-08 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2007-08”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false, “sources”: [ { “id”: “src_official_schedule”, “title”:…

Subjects: Research

Conversation excerpts

Clay: Research 2007-08 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2007-08”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false, “sources”: [ { “id”: “src_official_schedule”, “title”: “2007-08 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2007-08”, “supports”: [“full schedule, dates, sites, results, exhibition labels”] }, { “id”: “src_schedule_release”, “title”: “2007-08 Illinois Men’s Basketball Schedule Released”, “url”:…

1:34 AM — Research independent/opponent coverage for important 2007-08 Illinois MBB games;

Source: subagent · Session: 20260906_013451_ec1516 · Messages: 24 · Tools: 17

Started with: Research independent/opponent coverage for important 2007-08 Illinois MBB games; return source-backed JSON only.

Early response: { “season”: “2007-08 Illinois Fighting Illini men’s basketball”, “scope”: “Independent/opponent coverage for prioritized important games; no KG writes performed.”, “games”: [ { “date”: “2007-11-28”, “game”: “Illinois…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2007-08 Illinois MBB games; return source-backed JSON only.

Hermes: { “season”: “2007-08 Illinois Fighting Illini men’s basketball”, “scope”: “Independent/opponent coverage for prioritized important games; no KG writes performed.”, “games”: [ { “date”: “2007-11-28”, “game”: “Illinois at Maryland”, “competition_context”: “Big Ten/ACC Challenge”, “result”: “Maryland 69, Illinois 61”, “location”: “Comcast Center, College Park, Maryland”, “priority”: “high”, “coverage_sources”: [ { “source_type”: “opponent_athletics_recap”, “publisher”: “University of Maryland Athletics”, “title”: “Hayes Leads Terps Past Illini…

1:34 AM — Research 2007-08 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_013451_3d7c13 · Messages: 18 · Tools: 11

Started with: Research 2007-08 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois men’s basketball”, “season”: “2007-08”, “head_coach”: “Bruce Weber”, “overall_record”: “16-19”, “big_ten_record”: “5-13”, “big_ten_finish”: “10th / tied ninth depending source…

Subjects: Research

Conversation excerpts

Clay: Research 2007-08 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois men’s basketball”, “season”: “2007-08”, “head_coach”: “Bruce Weber”, “overall_record”: “16-19”, “big_ten_record”: “5-13”, “big_ten_finish”: “10th / tied ninth depending source framing”, “postseason”: “Big Ten Tournament runner-up; no NCAA/NIT bid found in retrieved sources”, “core_arc”: “A defensive, low-scoring Bruce Weber team endured a historically poor regular season, including a 5-13 Big Ten mark and a school-record 19 losses, but briefly flipped the story in Indianapolis with a three-win Big Ten…

1:34 AM — Research 2007-08 Illinois MBB February 1-February 15, 2008 games; return source-

Source: subagent · Session: 20260906_013450_57a7b8 · Messages: 37 · Tools: 25

Started with: Research 2007-08 Illinois MBB February 1-February 15, 2008 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2007-08 Illinois MBB February 1-February 15, 2008 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”,…

Subjects: Research

Conversation excerpts

Clay: Research 2007-08 Illinois MBB February 1-February 15, 2008 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2007-08 Illinois MBB February 1-February 15, 2008 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “date_range_inclusive”: { “start”: “2008-02-01”, “end”: “2008-02-15” }, “kg_writes_performed”: false }, “schedule_verification”: { “games_in_scope_count”: 3, “games_in_scope”: [ { “date”: “2008-02-02”, “opponent”: “Purdue”, “site”: “Assembly Hall, Champaign, IL”, “result”: “L”, “score”: “Illinois 75, Purdue 83”, “conference_game”:…

1:34 AM — Research 2007-08 Illinois MBB January 2008 games; return source-backed narrative

Source: subagent · Session: 20260906_013450_704910 · Messages: 33 · Tools: 21

Started with: Research 2007-08 Illinois MBB January 2008 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “month”: “January 2008”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2007-08 Illinois MBB January 2008 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “month”: “January 2008”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2007-08”, “verified_games_count”: 9, “january_record”: “2-7”, “games”: [ { “date”: “2008-01-03”, “opponent”: “Ohio State”, “site”: “Assembly Hall, Champaign, Illinois”, “result”: “L 58-74” }, { “date”: “2008-01-06”, “opponent”: “Penn State”, “site”: “Assembly Hall, Champaign, Illinois”, “result”: “L…

1:34 AM — Research 2007-08 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_013450_6d058e · Messages: 22 · Tools: 15

Started with: Research 2007-08 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “date_range”: “2008-02-16 through final played game”, “requested_context”: “late regular season, Big Ten Tournament, and postseason…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2007-08 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “date_range”: “2008-02-16 through final played game”, “requested_context”: “late regular season, Big Ten Tournament, and postseason context”, “kg_writes_performed”: false }, “season_context”: { “record”: “16-19 overall, 5-13 Big Ten”, “conference_finish”: “10th in Big Ten”, “coach”: “Bruce Weber”, “narrative”: “Illinois entered the final stretch as a struggling but defensively credible team: Sports-Reference lists the Illini at 16-19 overall, 5-13 in…

1:34 AM — Research 2007-08 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_013452_75e9c8 · Messages: 27 · Tools: 17

Started with: Research 2007-08 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2007-08 Illinois MBB public discussions/fan/local media narratives around school-record losses, Bruce Weber criticism, offense struggles, late Big Ten Tournament run, and NCAA/NIT miss.”, “scope”: {…

Subjects: AI in education, Research, School

Conversation excerpts

Clay: Research 2007-08 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2007-08 Illinois MBB public discussions/fan/local media narratives around school-record losses, Bruce Weber criticism, offense struggles, late Big Ten Tournament run, and NCAA/NIT miss.”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2007-08”, “coach”: “Bruce Weber”, “write_to_kg”: false }, “findings”: [ { “id”: “season_context_record_offense_defense”, “theme”: “School-record-loss season and offensive weakness despite strong defense”, “narrative_summary”: “Illinois finished 16-19, 5-13 in the…

1:34 AM — Research 2007-08 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_013451_2d6831 · Messages: 26 · Tools: 15

Started with: Research 2007-08 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “facts”: [ { “topic”: “2007-08 Illinois MBB overall postseason context”, “fact”: “Illinois finished the 2007-08 season 16-19 overall and 5-13 in Big Ten play.”, “sources”: [ { “title”: “2007-08 Men’s Basketball…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2007-08 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “facts”: [ { “topic”: “2007-08 Illinois MBB overall postseason context”, “fact”: “Illinois finished the 2007-08 season 16-19 overall and 5-13 in Big Ten play.”, “sources”: [ { “title”: “2007-08 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/services/schedule_txt.ashx?schedule=36”, “evidence”: “Overall 16-19 .457; Conference 5-13 .278” }, { “title”: “2007-08 Illinois Fighting Illini Men’s Schedule and Results | Sports-Reference”, “url”:…

1:34 AM — Build a verified 2007-08 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_013451_03714b · Messages: 29 · Tools: 15

Started with: Build a verified 2007-08 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2007_08_schedule_results_seed.json. - Built the seed from: - Official Illinois Athletics 2007-08 schedule text page - Official full schedule page - Sports-Reference 2007-08 Illinois…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2007-08 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2007_08_schedule_results_seed.json. - Built the seed from: - Official Illinois Athletics 2007-08 schedule text page - Official full schedule page - Sports-Reference 2007-08 Illinois schedule/results page - Sports-Reference season summary page - Included: - 38 official schedule rows total - 35 countable games - 2 scored exhibitions - 1 preseason event listed by the official schedule - Phases: exhibitions, nonconference regular season, Big Ten regular season, Big Ten Tournament, postseason overview - Scores,…

1:34 AM — Research 2007-08 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_013451_cfcaba · Messages: 39 · Tools: 28

Started with: Research 2007-08 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2007-08”, “program”: “Illinois men’s basketball”, “scope_note”: “Research focused on player availability, rotation, roster/departure context, and game-tied narrative for Shaun Pruitt, Brian Randle, Trent…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2007-08 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2007-08”, “program”: “Illinois men’s basketball”, “scope_note”: “Research focused on player availability, rotation, roster/departure context, and game-tied narrative for Shaun Pruitt, Brian Randle, Trent Meacham, Chester Frazier, Demetri McCamey, Calvin Brock, Rodney Alexander, Jamar Smith, and Bruce Weber. No KG writes performed.”, “sources”: [ { “id”: “S1”, “title”: “2007-08 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2007-08”, “access_status”:…

1:47 AM — Research 2006-07 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_014729_1b23d6 · Messages: 21 · Tools: 14

Started with: Research 2006-07 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2006-07 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”,…

Subjects: Research

Conversation excerpts

Clay: Research 2006-07 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2006-07 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “write_actions”: “none”, “kg_writes”: false }, “findings”: [ { “narrative_id”: “post_final_four_comedown_low_ceiling”, “theme”: “Post-Final Four / post-elite-era comedown”, “summary”: “Local/student coverage framed 2006-07 as a noticeable falloff from recent Illinois highs, with the final record not matching the Final…

1:47 AM — Research 2006-07 Illinois MBB February 1-February 15, 2007 games; return source-

Source: subagent · Session: 20260906_014728_b1dfc6 · Messages: 34 · Tools: 23

Started with: Research 2006-07 Illinois MBB February 1-February 15, 2007 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “date_range”: { “start”: “2007-02-01”, “end”: “2007-02-15” }, “games_found”: 3, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2006-07 Illinois MBB February 1-February 15, 2007 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “date_range”: { “start”: “2007-02-01”, “end”: “2007-02-15” }, “games_found”: 3, “kg_writes”: false }, “schedule_verification”: { “primary_sources_checked”: [ { “source_type”: “official_schedule”, “title”: “2006-07 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2006-07”, “supports”: [ “Illinois played Minnesota at home on Feb. 3, 2007 and won 59-49.”, “Illinois played at…

1:47 AM — Research 2006-07 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_014728_93a52c · Messages: 16 · Tools: 10

Started with: Research 2006-07 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “scope”: “Big Ten Tournament / NCAA / NIT / CBI postseason status”, “facts”: [ { “topic”: “season_postseason_summary”, “narrative_fact”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2006-07 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “scope”: “Big Ten Tournament / NCAA / NIT / CBI postseason status”, “facts”: [ { “topic”: “season_postseason_summary”, “narrative_fact”: “Illinois finished the 2006-07 season 23-12 overall and 9-7 in Big Ten play, with the season ending after an NCAA Tournament first-round loss to Virginia Tech.”, “source_support”: [ { “title”: “2006-07 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

1:47 AM — Research 2006-07 Illinois MBB January 2007 games; return source-backed narrative

Source: subagent · Session: 20260906_014727_cf522f · Messages: 31 · Tools: 20

Started with: Research 2006-07 Illinois MBB January 2007 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2006-07”, “month”: “January 2007”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2006-07 Illinois MBB January 2007 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2006-07”, “month”: “January 2007”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2006-07”, “cross_check_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2007-schedule.html”, “verified_games_count”: 9, “january_record”: { “wins”: 4, “losses”: 5 }, “verified_games”: [ { “date”: “2007-01-03”, “opponent”: “Michigan”, “site”: “Ann Arbor, Mich.”, “result”: “L”, “score”: “61-71” }, {…

1:47 AM — Research independent/opponent coverage for important 2006-07 Illinois MBB games;

Source: subagent · Session: 20260906_014729_eed3d5 · Messages: 25 · Tools: 18

Started with: Research independent/opponent coverage for important 2006-07 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2006-07 Illinois men’s basketball games”, “scope_notes”: { “priorities_requested”: [ “Arizona”, “Maryland”, “Missouri / Braggin’ Rights”, “Big Ten…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2006-07 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2006-07 Illinois men’s basketball games”, “scope_notes”: { “priorities_requested”: [ “Arizona”, “Maryland”, “Missouri / Braggin’ Rights”, “Big Ten opponents”, “Big Ten Tournament”, “NCAA Tournament Virginia Tech” ], “kg_writes”: false, “files_created_or_modified”: [], “issues_encountered”: [ “Some opponent official-athletics pages are box-score or notes pages rather than full narrative recaps.”, “Ohio State official opponent coverage for the 2006-07 men’s basketball Illinois game…

1:47 AM — Research 2006-07 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_014728_a311a7 · Messages: 19 · Tools: 12

Started with: Research 2006-07 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “head_coach”: “Bruce Weber”, “record”: { “overall”: “23-12”, “big_ten”: “9-7”, “big_ten_finish”: “6th” }, “profile”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2006-07 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “head_coach”: “Bruce Weber”, “record”: { “overall”: “23-12”, “big_ten”: “9-7”, “big_ten_finish”: “6th” }, “profile”: { “points_per_game”: 64.1, “points_allowed_per_game”: 57.1, “points_allowed_rank”: “4th of 337”, “srs”: 14.18, “sos”: 7.09 }, “postseason”: { “big_ten_tournament”: { “result”: “semifinal loss”, “loss”: “Wisconsin 53, Illinois 41” }, “ncaa_tournament”: { “seed”: 12, “region”: “West”, “result”: “first-round loss”, “loss”: “Virginia Tech 54,…

1:47 AM — Build a verified 2006-07 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_014729_ce52a6 · Messages: 38 · Tools: 19

Started with: Build a verified 2006-07 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2006_07_schedule_results_seed.json. - Included 38 public schedule rows: - 35 countable games - 2 exhibitions - 1 Orange & Blue Scrimmage - Verified countable schedule/results…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2006-07 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2006_07_schedule_results_seed.json. - Included 38 public schedule rows: - 35 countable games - 2 exhibitions - 1 Orange & Blue Scrimmage - Verified countable schedule/results against: - Official Illinois schedule/text schedule - Sports-Reference 2006-07 Illinois schedule/results - Official cumulative stats page for the noted date/site discrepancy - Confirmed season totals: - Final record: 23–12 - Big Ten record: 9–7, 6th - Home: 14–3 - Away: 3–5 - Neutral: 6–4 - Big Ten Tournament: 2–1, semifinal loss to #3…

1:47 AM — Research 2006-07 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_014728_8c35ab · Messages: 32 · Tools: 23

Started with: Research 2006-07 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: “Illinois men’s basketball 2006-07 from Feb. 16, 2007 through final played game, including postseason context”, “team_season_context”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2006-07 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: “Illinois men’s basketball 2006-07 from Feb. 16, 2007 through final played game, including postseason context”, “team_season_context”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “coach”: “Bruce Weber”, “final_record”: “23-12”, “big_ten_record”: “9-7”, “big_ten_finish”: “tied for fourth in the conference per Illinois tournament-bracket release; listed sixth in Big Ten MBB by Sports-Reference after tiebreak/seeding context”, “stat_profile”: “64.1 points per game, 57.1 points allowed per game;…

1:47 AM — Research 2006-07 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_014729_82a8e5 · Messages: 22 · Tools: 15

Started with: Research 2006-07 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “requested_focus_people”: [ “Warren Carter”, “Rich McBride”, “Shaun Pruitt”, “Chester Frazier”, “Brian Randle”, “Jamar Smith”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2006-07 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2006-07”, “requested_focus_people”: [ “Warren Carter”, “Rich McBride”, “Shaun Pruitt”, “Chester Frazier”, “Brian Randle”, “Jamar Smith”, “Calvin Brock”, “Trent Meacham”, “Bruce Weber” ], “kg_writes”: false }, “sources”: [ { “source_id”: “src_official_roster_2006_07”, “title”: “2006-07 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2006-07”, “publisher”: “University of Illinois…

1:47 AM — Research 2006-07 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_014727_20daa9 · Messages: 24 · Tools: 13

Started with: Research 2006-07 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2006-07”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December 2006 regular-season games”, “sources_consulted”: [ { “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2006-07 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2006-07”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December 2006 regular-season games”, “sources_consulted”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2006-07”, “type”: “official_schedule”, “notes”: “Official Illinois schedule supplied dates, locations, scores, opponent labels, and recap/stat links.” }, { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2007-schedule.html”, “type”: “season_schedule_crosscheck”, “notes”: “Sports-Reference…

1:55 AM — Research 2005-06 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_015516_845992 · Messages: 31 · Tools: 21

Started with: Research 2005-06 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “window”: “2006-02-16 through final played game”, “final_played_game”: “2006-03-18 vs Washington, NCAA Tournament second round”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2005-06 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “window”: “2006-02-16 through final played game”, “final_played_game”: “2006-03-18 vs Washington, NCAA Tournament second round”, “notes”: “Illinois played in the NCAA Tournament; NIT/CBI were not relevant to this season window.” }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “2005-06 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2006-schedule.html”, “publisher”:…

1:55 AM — Research 2005-06 Illinois MBB February 1-February 15, 2006 games; return source-

Source: subagent · Session: 20260906_015516_35d77f · Messages: 32 · Tools: 20

Started with: Research 2005-06 Illinois MBB February 1-February 15, 2006 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “date_window”: { “start”: “2006-02-01”, “end”: “2006-02-15” }, “games_in_window_count”: 3, “no_kg_writes”: true }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2005-06 Illinois MBB February 1-February 15, 2006 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “date_window”: { “start”: “2006-02-01”, “end”: “2006-02-15” }, “games_in_window_count”: 3, “no_kg_writes”: true }, “schedule_verification”: { “status”: “verified”, “games”: [ { “game_date”: “2006-02-04”, “opponent”: “Penn State”, “site”: “Assembly Hall, Champaign, Illinois”, “illinois_rank”: “No. 6”, “result”: “L”, “score”: “Illinois 65, Penn State 66”, “illinois_record_after”: “20-3”, “big_ten_record_after”: “6-3”, “sources”: […

1:55 AM — Research 2005-06 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_015516_8941b1 · Messages: 21 · Tools: 11

Started with: Research 2005-06 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “coverage”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false }, “sources”: [ { “id”: “schedule_official”,…

Subjects: Research

Conversation excerpts

Clay: Research 2005-06 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “coverage”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false }, “sources”: [ { “id”: “schedule_official”, “title”: “2005-06 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2005-06” }, { “id”: “sports_reference_schedule”, “title”: “2005-06 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

1:55 AM — Research 2005-06 Illinois MBB January 2006 games; return source-backed narrative

Source: subagent · Session: 20260906_015516_1cde7c · Messages: 23 · Tools: 17

Started with: Research 2005-06 Illinois MBB January 2006 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “month”: “January 2006”, “kg_writes”: false }, “official_schedule_verification”: { “verified”: true, “official_source”: { “title”: “2005-06…

Subjects: Research

Conversation excerpts

Clay: Research 2005-06 Illinois MBB January 2006 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2005-06”, “month”: “January 2006”, “kg_writes”: false }, “official_schedule_verification”: { “verified”: true, “official_source”: { “title”: “2005-06 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2005-06” }, “supporting_source”: { “title”: “2005-06 Illinois Fighting Illini Men’s Schedule and Results - Sports Reference”, “url”:…

1:55 AM — Research 2005-06 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_015516_7b60da · Messages: 18 · Tools: 10

Started with: Research 2005-06 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “overall_record”: “26-7”, “big_ten_record”: “11-5”, “big_ten_finish”: “3rd”, “final_ap_rank”: 13, “head_coach”: “Bruce…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2005-06 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “overall_record”: “26-7”, “big_ten_record”: “11-5”, “big_ten_finish”: “3rd”, “final_ap_rank”: 13, “head_coach”: “Bruce Weber”, “sources”: [ { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2006-schedule.html”, “evidence”: “Sports-Reference lists Illinois as 26-7 overall, 11-5 and 3rd in Big Ten MBB, ranked 13th in the Final AP Poll, coached by Bruce Weber.” } ] }, “narrative_facts”: [ { “fact_type”: “big_ten_tournament_status”,…

1:55 AM — Research 2005-06 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_015518_6e4e93 · Messages: 24 · Tools: 17

Started with: Research 2005-06 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2005-06 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “requested_themes”: [ “defending Big Ten…

Subjects: Research

Conversation excerpts

Clay: Research 2005-06 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2005-06 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “requested_themes”: [ “defending Big Ten champs”, “Dee Brown senior year”, “post-Final Four expectations”, “offensive changes after Deron Williams and Luther Head”, “NCAA Tournament loss to Washington”, “fan/community/local/beat narratives” ], “kg_writes_performed”: false }, “sources”: [ { “id”: “S1”, “url”:…

1:55 AM — Research 2005-06 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_015517_0205de · Messages: 24 · Tools: 17

Started with: Research 2005-06 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2005-06”, “head_coach”: “Bruce Weber”, “overall_record”: “26-7”, “conference_record”: “11-5”, “final_ap_rank”: 13,…

Subjects: Research

Conversation excerpts

Clay: Research 2005-06 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2005-06”, “head_coach”: “Bruce Weber”, “overall_record”: “26-7”, “conference_record”: “11-5”, “final_ap_rank”: 13, “sports_reference_rating_notes”: { “points_per_game”: 70.0, “opponent_points_per_game”: 58.7, “srs”: 17.2, “sos”: 6.29 }, “conference_finish”: { “regular_season_champion”: “Ohio State”, “conference_tournament_champion”: “Iowa”, “illinois_finish”: “3rd in Big Ten at 11-5”, “note”: “The prompt mentions a Big Ten title, but the sourced 2005-06 Big…

1:55 AM — Research 2005-06 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_015517_7a030c · Messages: 36 · Tools: 25

Started with: Research 2005-06 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2005-06 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “season_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2005-06 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2005-06 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “season_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2005-06”, “head_coach”: “Bruce Weber”, “record”: “26-7”, “conference_record”: “11-5 Big Ten”, “final_ap_rank”: 13, “ncaa_tournament”: { “result”: “Round of 32”, “games”: [ { “date”: “2006-03-16”, “opponent”: “Air Force”, “result”: “W 78-69” }, { “date”: “2006-03-18”, “opponent”: “Washington”, “result”: “L 64-67” } ] }, “source_ids”: […

1:55 AM — Research independent/opponent coverage for important 2005-06 Illinois MBB games;

Source: subagent · Session: 20260906_015517_6032df · Messages: 19 · Tools: 9

Started with: Research independent/opponent coverage for important 2005-06 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2005-06 Illinois men’s basketball games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ “Some older…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2005-06 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2005-06 Illinois men’s basketball games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [], “issues_encountered”: [ “Some older opponent sites expose only box-score/history pages rather than full opponent-authored recaps.”, “Ohio State official search result labeled the page as basketball-related, but fetched text appeared to include unrelated football recap content, so it is marked needs_review rather than accepted as clean coverage.”, “Air Force opponent…

1:55 AM — Build a verified 2005-06 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_015517_fc63bc · Messages: 38 · Tools: 19

Started with: Build a verified 2005-06 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2005_06_schedule_results_seed.json. - Built a verified 2005-06 Illinois MBB schedule/results seed with: - 36 total listed events - 33 countable games - 3 non-countable official…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2005-06 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2005_06_schedule_results_seed.json. - Built a verified 2005-06 Illinois MBB schedule/results seed with: - 36 total listed events - 33 countable games - 3 non-countable official events: Orange & Blue Scrimmage, Illinois Wesleyan exhibition, Quincy exhibition - Final record: 26-7 - Big Ten record: 11-5 - Phase records: - Regular season: 25-5 - Big Ten Tournament: 0-1 - NCAA Tournament: 1-1 - Included season-level narrative overview, postseason summary, coach, rankings, scoring profile, SRS/SOS, source URLs,…

2:00 AM — pitcherlist-roster-rank-watch · Sep 06 02:04

Source: cron · Session: cron_9016056f60e5_20260906_020015 · Messages: 55 · Tools: 28

Started with: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the…

Early response: [SILENT]

Subjects: Calendar, Cron, Fantasy football

Conversation excerpts

Clay: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly “[SILENT]” (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.] Load the skills…

Hermes: [SILENT]

2:12 AM — Build a verified 2004-05 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_021249_b0e540 · Messages: 47 · Tools: 24

Started with: Build a verified 2004-05 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created and verified /home/clay/illinois_mbb_2004_05_schedule_results_seed.json. - Seed includes: - 39 countable 2004-05 Illinois MBB games. - 3 public/sourceable exhibition/scrimmage entries from the official…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2004-05 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created and verified /home/clay/illinois_mbb_2004_05_schedule_results_seed.json. - Seed includes: - 39 countable 2004-05 Illinois MBB games. - 3 public/sourceable exhibition/scrimmage entries from the official schedule. - Dates, phases, sites, opponents, scores, OT, venues/locations, running records, Big Ten flags, and source tags. - Season-level narrative overview, final record, Big Ten record, Big Ten Tournament summary, and NCAA Tournament run. - Cross-checked against: - Official FightingIllini 2004-05 schedule. - Sports-Reference…

2:12 AM — Research 2004-05 Illinois MBB January 2005 games; return source-backed narrative

Source: subagent · Session: 20260906_021248_c1fe8e · Messages: 20 · Tools: 14

Started with: Research 2004-05 Illinois MBB January 2005 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “month”: “January 2005”, “kg_writes_performed”: false }, “official_schedule_verification”: { “verified”: true, “sources”: […

Subjects: Research

Conversation excerpts

Clay: Research 2004-05 Illinois MBB January 2005 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “month”: “January 2005”, “kg_writes_performed”: false }, “official_schedule_verification”: { “verified”: true, “sources”: [ “https://fightingillini.com/sports/mens-basketball/schedule/2004-05”, “https://www.sports-reference.com/cbb/schools/illinois/men/2005-schedule.html” ], “summary”: “Official Illinois schedule and Sports-Reference both list seven January 2005 Illinois MBB games, all Big Ten regular-season wins, moving Illinois from 14-0 after Dec. 31 to 21-0 after…

2:12 AM — Research 2004-05 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_021248_12336b · Messages: 26 · Tools: 17

Started with: Research 2004-05 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_range”: “2005-02-16 through 2005-04-04”, “includes”: [ “late regular season”, “Big Ten Tournament”, “NCAA Tournament full run”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2004-05 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_range”: “2005-02-16 through 2005-04-04”, “includes”: [ “late regular season”, “Big Ten Tournament”, “NCAA Tournament full run”, “postseason context” ], “kg_writes”: false }, “sources”: [ { “id”: “S1”, “title”: “2004-05 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2004-05”, “publisher”: “University of Illinois Athletics”, “supports”: [ “late-season and postseason dates, opponents,…

2:12 AM — Research 2004-05 Illinois MBB February 1-February 15, 2005 games; return source-

Source: subagent · Session: 20260906_021248_a605c7 · Messages: 34 · Tools: 26

Started with: Research 2004-05 Illinois MBB February 1-February 15, 2005 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_window”: { “start”: “2005-02-01”, “end”: “2005-02-15”, “inclusive”: true }, “interpretation”: “Only games played from Feb. 1 through Feb.…

Subjects: Research

Conversation excerpts

Clay: Research 2004-05 Illinois MBB February 1-February 15, 2005 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_window”: { “start”: “2005-02-01”, “end”: “2005-02-15”, “inclusive”: true }, “interpretation”: “Only games played from Feb. 1 through Feb. 15, 2005 are included. The Feb. 16, 2005 Penn State game is outside this requested window and is excluded.” }, “schedule_verification”: { “games_in_window_count”: 4, “games_in_window”: [ { “date”: “2005-02-01”, “opponent”: “Michigan State”, “site”: “Breslin Center, East Lansing, Michigan”, “home_away_neutral”: “away”, “result”:…

2:12 AM — Research 2004-05 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_021249_a4e399 · Messages: 12 · Tools: 7

Started with: Research 2004-05 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2004-05 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “kg_writes_performed”: false, “research_scope”: { “team”: “2004-05 Illinois Fighting…

Subjects: Research

Conversation excerpts

Clay: Research 2004-05 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2004-05 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “kg_writes_performed”: false, “research_scope”: { “team”: “2004-05 Illinois Fighting Illini men’s basketball”, “topics_requested”: [ “No. 1 ranking”, “undefeated run”, “Flyin’ Illini comparisons”, “Arizona miracle comeback”, “title-game loss” ], “source_types_targeted”: [ “fan/community discussion”, “local media”, “student media”, “beat/athletics archive”, “retrospective narrative sources” ] }, “access_notes”: {…

2:12 AM — Research 2004-05 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_021248_c06a03 · Messages: 28 · Tools: 16

Started with: Research 2004-05 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_range”: “preseason through 2004-12-31”, “kg_writes”: false, “output_type”: “source_backed_narrative_facts” }, “sources”: [ { “id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2004-05 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2004-05”, “date_range”: “preseason through 2004-12-31”, “kg_writes”: false, “output_type”: “source_backed_narrative_facts” }, “sources”: [ { “id”: “src_official_schedule”, “title”: “2004-05 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2004-05” }, { “id”: “src_sports_reference_schedule”, “title”: “2004-05 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

2:12 AM — Research 2004-05 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_021249_9273f5 · Messages: 21 · Tools: 14

Started with: Research 2004-05 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season_id”: “season_2004_05”, “team”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “Narrative/context facts tied to 2004-05 Illinois MBB games and immediate postseason roster availability/departure…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2004-05 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season_id”: “season_2004_05”, “team”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “Narrative/context facts tied to 2004-05 Illinois MBB games and immediate postseason roster availability/departure context; no KG writes performed.”, “sources”: [ { “id”: “S1”, “title”: “2004-05 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2004-05” }, { “id”: “S2”, “title”: “2004-05 Men’s Basketball Cumulative Statistics - Illinois Athletics”, “url”:…

2:12 AM — Research 2004-05 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_021249_612cdf · Messages: 11 · Tools: 7

Started with: Research 2004-05 Illinois MBB season arc; return source-backed JSON only.

Early response: { “subject”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2004-05”, “head_coach”: “Bruce Weber”, “final_record”: “37-2”, “conference_record”: “15-1 Big Ten”, “postseason_result”: “NCAA runner-up”,…

Subjects: Research

Conversation excerpts

Clay: Research 2004-05 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “subject”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2004-05”, “head_coach”: “Bruce Weber”, “final_record”: “37-2”, “conference_record”: “15-1 Big Ten”, “postseason_result”: “NCAA runner-up”, “core_players”: [ “Dee Brown”, “Deron Williams”, “Luther Head”, “James Augustine”, “Roger Powell” ], “source_ids”: [ “S1”, “S3”, “S4” ] }, “sources”: [ { “id”: “S1”, “title”: “A look back at the 2004-05 Fighting Illini”, “publisher”: “University of Illinois Athletics”, “url”:…

2:12 AM — Research independent/opponent coverage for important 2004-05 Illinois MBB games;

Source: subagent · Session: 20260906_021249_ab5bc4 · Messages: 11 · Tools: 5

Started with: Research independent/opponent coverage for important 2004-05 Illinois MBB games; return source-backed JSON only.

Early response: { “summary”: { “task”: “Research independent/opponent coverage for important 2004-05 Illinois men’s basketball games”, “scope”: “Wake Forest, Gonzaga, Missouri/Braggin’ Rights, Wisconsin, Big Ten Tournament, NCAA…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2004-05 Illinois MBB games; return source-backed JSON only.

Hermes: { “summary”: { “task”: “Research independent/opponent coverage for important 2004-05 Illinois men’s basketball games”, “scope”: “Wake Forest, Gonzaga, Missouri/Braggin’ Rights, Wisconsin, Big Ten Tournament, NCAA Fairleigh Dickinson/Nevada/Milwaukee/Arizona/Louisville/North Carolina”, “kg_writes”: false, “files_created_or_modified”: [], “issues”: [ “Fairleigh Dickinson official athletics recap was not found in web search results; independent ESPN/Sports-Reference coverage and an NYTimes result were found.”, “Nevada official athletics recap…

2:12 AM — Research 2004-05 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_021248_6792d6 · Messages: 17 · Tools: 11

Started with: Research 2004-05 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2004-05”, “overall_context”: { “record”: “37-2”, “big_ten_record”: “15-1”, “narrative”: “Illinois finished 37-2, won the Big Ten…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2004-05 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “team_season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2004-05”, “overall_context”: { “record”: “37-2”, “big_ten_record”: “15-1”, “narrative”: “Illinois finished 37-2, won the Big Ten regular season at 15-1, won the Big Ten Tournament, earned a No. 1 seed in the NCAA Tournament, reached the national championship game, and finished as NCAA runner-up after losing to North Carolina.”, “sources”: [ { “title”: “2004-05 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

2:24 AM — Research 2003-04 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_022412_5874e8 · Messages: 18 · Tools: 10

Started with: Research 2003-04 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2003-04”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false, “sources”: [ { “id”: “schedule_official”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2003-04 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2003-04”, “program”: “Illinois men’s basketball”, “scope”: “exhibition/preseason plus November-December regular-season games”, “kg_writes”: false, “sources”: [ { “id”: “schedule_official”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2003-04”, “type”: “official_schedule”, “notes”: “Official Illinois schedule lists Orange & Blue scrimmage, two exhibitions, all Nov-Dec games, dates, sites, results, and stat/recap links.” }, { “id”: “schedule_text_official”, “url”:…

2:24 AM — Research 2003-04 Illinois MBB February 1-February 15, 2004 games; return source-

Source: subagent · Session: 20260906_022413_7f63ec · Messages: 24 · Tools: 12

Started with: Research 2003-04 Illinois MBB February 1-February 15, 2004 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “date_window”: { “start”: “2004-02-01”, “end”: “2004-02-15” }, “kg_writes_performed”: false }, “schedule_verification”: { “games_in_window”: 3,…

Subjects: Research

Conversation excerpts

Clay: Research 2003-04 Illinois MBB February 1-February 15, 2004 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “date_window”: { “start”: “2004-02-01”, “end”: “2004-02-15” }, “kg_writes_performed”: false }, “schedule_verification”: { “games_in_window”: 3, “verified_games”: [ { “date”: “2004-02-03”, “opponent”: “Indiana”, “site”: “Bloomington, Ind.”, “home_away_neutral”: “away”, “result”: “W”, “score”: “Illinois 51, Indiana 49”, “illinois_record_after”: “14-5”, “big_ten_record_after”: “5-3”, “sources”: [ “https://fightingillini.com/sports/mens-basketball/schedule/2003-04”,…

2:24 AM — Research 2003-04 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_022413_97000a · Messages: 27 · Tools: 18

Started with: Research 2003-04 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “team_season”: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “coach”: “Bruce Weber”, “final_record”: “26-7”, “big_ten_record”: “13-3”, “regular_season_finish”: “1st in Big Ten”, “final_ap_rank”: 13,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2003-04 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “team_season”: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “coach”: “Bruce Weber”, “final_record”: “26-7”, “big_ten_record”: “13-3”, “regular_season_finish”: “1st in Big Ten”, “final_ap_rank”: 13, “source_urls”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/2004.html”, “https://www.sports-reference.com/cbb/schools/illinois/men/2004-schedule.html” ] }, “scope”: { “start_date”: “2004-02-16”, “first_game_in_scope”: “2004-02-18 vs Wisconsin”, “final_played_game”: “2004-03-26 vs Duke”, “summary”: “From the week…

2:24 AM — Research 2003-04 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_022414_a5d20d · Messages: 26 · Tools: 17

Started with: Research 2003-04 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2003-04 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “team”: “2003-04 Illinois Fighting Illini men’s basketball”, “focus_topics”: [ “Bruce Weber transition”, “Big Ten…

Subjects: Research

Conversation excerpts

Clay: Research 2003-04 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2003-04 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “team”: “2003-04 Illinois Fighting Illini men’s basketball”, “focus_topics”: [ “Bruce Weber transition”, “Big Ten title race and Big Ten Tournament”, “NCAA Tournament”, “guard-core development”, “fan/community narratives”, “local/beat media narratives” ], “kg_writes”: false }, “status”: “completed”, “sources”: [ { “id”: “src_fightingillini_weber_debut_2003_11_22”, “url”:…

2:24 AM — Research 2003-04 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_022413_80965f · Messages: 16 · Tools: 9

Started with: Research 2003-04 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “postseason_status”: { “big_ten_tournament”: { “status”: “participated”, “result”: “runner-up”, “narrative”: “Illinois entered the 2004 Big Ten men’s…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2003-04 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “2003-04”, “postseason_status”: { “big_ten_tournament”: { “status”: “participated”, “result”: “runner-up”, “narrative”: “Illinois entered the 2004 Big Ten men’s basketball tournament as the No. 1 seed and reached the championship game. The Illini defeated Indiana 71-59 in the quarterfinals on March 12, 2004, defeated Michigan 74-60 in the semifinals on March 13, and lost the championship game to Wisconsin 70-53 on March 14 at Conseco Fieldhouse in Indianapolis.”, “games”: [ { “date”:…

2:24 AM — Research 2003-04 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_022413_79fd82 · Messages: 27 · Tools: 18

Started with: Research 2003-04 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2003-04”, “head_coach”: “Bruce Weber”, “season_arc_summary”: “Bruce Weber’s first Illinois team opened with national expectations,…

Subjects: Research

Conversation excerpts

Clay: Research 2003-04 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2003-04”, “head_coach”: “Bruce Weber”, “season_arc_summary”: “Bruce Weber’s first Illinois team opened with national expectations, wobbled through a 3-3 start in Big Ten play, then found its identity behind a sophomore guard engine of Deron Williams and Dee Brown plus Luther Head, James Augustine, and Roger Powell. The Illini won 11 of their final 12 regular-season Big Ten games to claim the program’s first outright Big Ten title in 52 years, entered the NCAA…

2:24 AM — Research 2003-04 Illinois MBB January 2004 games; return source-backed narrative

Source: subagent · Session: 20260906_022413_b7c5d3 · Messages: 39 · Tools: 29

Started with: Research 2003-04 Illinois MBB January 2004 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2003_04”, “season_label”: “2003-04”, “month”: “2004-01”, “no_kg_writes”: true }, “schedule_verification”: { “verified_january_games_count”: 8,…

Subjects: Research

Conversation excerpts

Clay: Research 2003-04 Illinois MBB January 2004 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2003_04”, “season_label”: “2003-04”, “month”: “2004-01”, “no_kg_writes”: true }, “schedule_verification”: { “verified_january_games_count”: 8, “january_record”: “5-3”, “sources”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2003-04”, “title”: “2003-04 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”, “notes”: “Official schedule lists Jan. 3 Illinois State through Jan. 31 Michigan with dates, sites, results, stats/recap…

2:24 AM — Research 2003-04 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_022414_7a1b05 · Messages: 24 · Tools: 15

Started with: Research 2003-04 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2003-04”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_people”: [ “Dee Brown”, “Deron Williams”, “Luther Head”, “James Augustine”, “Roger Powell”, “Nick Smith”, “Jack…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2003-04 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2003-04”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_people”: [ “Dee Brown”, “Deron Williams”, “Luther Head”, “James Augustine”, “Roger Powell”, “Nick Smith”, “Jack Ingram”, “Brian Randle”, “Bruce Weber” ], “focus”: “player availability, roster/rotation narrative, injuries, awards, departures tied to games where sourced”, “kg_writes”: false }, “sources”: [ { “id”: “S1”, “title”: “2003-04 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

2:24 AM — Research independent/opponent coverage for important 2003-04 Illinois MBB games;

Source: subagent · Session: 20260906_022414_d9b4c0 · Messages: 13 · Tools: 6

Started with: Research independent/opponent coverage for important 2003-04 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2003-04 Illinois men’s basketball games”, “scope_notes”: [ “Prioritized key nonconference, Big Ten regular season, Big Ten Tournament, and NCAA Tournament…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2003-04 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2003-04 Illinois men’s basketball games”, “scope_notes”: [ “Prioritized key nonconference, Big Ten regular season, Big Ten Tournament, and NCAA Tournament games.”, “No knowledge-graph writes performed.”, “Access status reflects live HTTP/search verification during this run.”, “thin=true means coverage found is limited, mostly box-score/stat page, video-only, one independent recap, or no clear opponent narrative recap.” ], “files_created_or_modified”: [], “issues_encountered”: [ {…

2:24 AM — Build a verified 2003-04 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_022414_fe7c33 · Messages: 26 · Tools: 13

Started with: Build a verified 2003-04 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2003_04_schedule_results_seed.json. - Included: - 36 total public/sourceable events from the official Illinois schedule: - 3 exhibitions/scrimmage entries - 33 countable games -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2003-04 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2003_04_schedule_results_seed.json. - Included: - 36 total public/sourceable events from the official Illinois schedule: - 3 exhibitions/scrimmage entries - 33 countable games - Dates, site, opponent, rank where available, location, tournament/phase, scores, result, running Illinois record, and Sports-Reference cross-check data. - Season-level summary and narrative overview. - Source metadata for official Illinois schedule pages, Sports-Reference season/schedule/conference pages, official NCAA selection…

2:34 AM — Research 2002-03 Illinois MBB February 1-February 15, 2003 games; return source-

Source: subagent · Session: 20260906_023423_99b1b6 · Messages: 22 · Tools: 13

Started with: Research 2002-03 Illinois MBB February 1-February 15, 2003 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2002_03”, “season_label”: “2002-03”, “date_window”: { “start”: “2003-02-01”, “end”: “2003-02-15” }, “notes”: “No KG writes performed.” },…

Subjects: Research

Conversation excerpts

Clay: Research 2002-03 Illinois MBB February 1-February 15, 2003 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2002_03”, “season_label”: “2002-03”, “date_window”: { “start”: “2003-02-01”, “end”: “2003-02-15” }, “notes”: “No KG writes performed.” }, “schedule_verification”: { “verified_games_in_window”: 3, “games”: [ { “game_date”: “2003-02-02”, “opponent”: “Michigan State”, “site”: “Breslin Student Events Center, East Lansing, Michigan”, “home_away_neutral”: “away”, “result”: “L”, “illinois_score”: 65, “opponent_score”: 68, “illinois_record_after”: “15-4”,…

2:34 AM — Research 2002-03 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_023425_ebc586 · Messages: 22 · Tools: 13

Started with: Research 2002-03 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2002-03 Illinois MBB player/availability/roster narrative context tied to games”, “season”: “2002-03”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_people”: [ “Brian Cook”, “Dee…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2002-03 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2002-03 Illinois MBB player/availability/roster narrative context tied to games”, “season”: “2002-03”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_people”: [ “Brian Cook”, “Dee Brown”, “Deron Williams”, “Luther Head”, “James Augustine”, “Roger Powell”, “Nick Smith”, “Sean Harrington”, “Bill Self” ], “knowledge_graph_writes”: false, “sources”: [ { “id”: “official_roster_2002_03”, “title”: “2002-03 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

2:34 AM — Research 2002-03 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_023424_0559ca · Messages: 17 · Tools: 11

Started with: Research 2002-03 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “date_window”: “2003-02-16 through final played game”, “final_played_game”: “2003-03-22 vs Notre Dame”, “kg_writes”: false }, “season_context”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2002-03 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “date_window”: “2003-02-16 through final played game”, “final_played_game”: “2003-03-22 vs Notre Dame”, “kg_writes”: false }, “season_context”: { “overall_record”: “25-7”, “big_ten_record”: “11-5”, “big_ten_finish”: “2nd”, “final_ap_rank”: 11, “head_coach”: “Bill Self”, “postseason_summary”: “Illinois finished 25-7, won the 2003 Big Ten Tournament, earned the Big Ten’s automatic NCAA bid as a No. 4 seed in the West Regional, beat No. 13 Western Kentucky in the NCAA…

2:34 AM — Research 2002-03 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_023424_dd89b0 · Messages: 14 · Tools: 8

Started with: Research 2002-03 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “season_id”: “season_2002_03”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “2002-03 postseason status: Big Ten Tournament, NCAA Tournament, NIT, CBI”, “facts”: [ { “fact_type”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2002-03 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “season_2002_03”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “2002-03 postseason status: Big Ten Tournament, NCAA Tournament, NIT, CBI”, “facts”: [ { “fact_type”: “big_ten_tournament_status”, “status”: “champion”, “narrative”: “Illinois won the 2003 Big Ten men’s basketball tournament at the United Center in Chicago, winning three conference-tournament games: 94-65 over Northwestern on March 14, 73-72 over Indiana on March 15, and 72-59 over Ohio State on March 16.”, “structured_details”: { “tournament”:…

2:34 AM — Research 2002-03 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_023423_c397f9 · Messages: 21 · Tools: 13

Started with: Research 2002-03 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “date_window”: “exhibition/preseason plus regular-season games through 2002-12-31”, “kg_writes”: false }, “summary”: { “games_found”: 12,…

Subjects: Research

Conversation excerpts

Clay: Research 2002-03 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “date_window”: “exhibition/preseason plus regular-season games through 2002-12-31”, “kg_writes”: false }, “summary”: { “games_found”: 12, “exhibitions_found”: 2, “regular_season_games_found”: 10, “overall_record_after_window”: “9-1 regular season, 2-0 exhibition”, “primary_sources_used”: [ “University of Illinois Athletics 2002-03 schedule/text”, “University of Illinois Athletics game recaps and box scores”, “Sports-Reference 2002-03 Illinois schedule/results”, “ESPN…

2:34 AM — Research independent/opponent coverage for important 2002-03 Illinois MBB games;

Source: subagent · Session: 20260906_023424_c8a62a · Messages: 14 · Tools: 7

Started with: Research independent/opponent coverage for important 2002-03 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2002-03 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2002-03”, “kg_writes”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2002-03 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2002-03 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2002-03”, “kg_writes”: false, “files_created_or_modified”: [] }, “baseline_sources”: [ { “source_name”: “Sports-Reference”, “source_type”: “schedule_reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2003-schedule.html”, “access_status”: “public_200”, “notes”: “Confirms 25-7 record, Big Ten Tournament title, NCAA results, dates, opponents, scores,…

2:34 AM — Build a verified 2002-03 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_023424_d4693b · Messages: 22 · Tools: 11

Started with: Build a verified 2002-03 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2002_03_schedule_results_seed.json. - Built a verified 2002-03 Illinois MBB schedule/results seed with: - 34 total public/sourceable rows: 2 exhibitions + 32 countable games. - Full…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2002-03 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2002_03_schedule_results_seed.json. - Built a verified 2002-03 Illinois MBB schedule/results seed with: - 34 total public/sourceable rows: 2 exhibitions + 32 countable games. - Full game-level dates, phases, sites, opponents, scores, records after each countable game, streaks, tournament labels, and source refs. - Season narrative overview and season summary: Bill Self, 25-7 overall, 11-5 Big Ten, 2nd Big Ten finish, Big Ten Tournament champion, NCAA West Region second round, final AP No. 11. -…

2:34 AM — Research 2002-03 Illinois MBB January 2003 games; return source-backed narrative

Source: subagent · Session: 20260906_023423_eeaff2 · Messages: 34 · Tools: 20

Started with: Research 2002-03 Illinois MBB January 2003 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2002_03”, “season_label”: “2002-03”, “month”: “2003-01”, “task”: “Research Illinois men’s basketball January 2003 games; source-backed narrative…

Subjects: Research

Conversation excerpts

Clay: Research 2002-03 Illinois MBB January 2003 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2002_03”, “season_label”: “2002-03”, “month”: “2003-01”, “task”: “Research Illinois men’s basketball January 2003 games; source-backed narrative facts only; no KG writes.” }, “schedule_verification”: { “verified_january_games_count”: 8, “primary_official_schedule_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2002-03”, “cross_check_schedule_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2003-schedule.html”, “notes”: [ “Official…

2:34 AM — Research 2002-03 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_023425_3a184a · Messages: 19 · Tools: 13

Started with: Research 2002-03 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2002-03 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “team”: “2002-03 Illinois Fighting Illini men’s basketball”, “themes_requested”: […

Subjects: Research

Conversation excerpts

Clay: Research 2002-03 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2002-03 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.”, “scope”: { “team”: “2002-03 Illinois Fighting Illini men’s basketball”, “themes_requested”: [ “Bill Self final year”, “Big Ten race/tournament”, “NCAA Tournament”, “freshman guard-core arrival”, “fan/community/local media narratives” ], “kg_writes”: false }, “access_check”: { “method”: “HTTP GET with browser-like User-Agent, sample read”, “checked_urls”: [ { “url”:…

2:34 AM — Research 2002-03 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_023424_84ec63 · Messages: 19 · Tools: 13

Started with: Research 2002-03 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “head_coach”: “Bill Self”, “coach_context”: “Self’s third and final season at Illinois; he left for Kansas after the season.”, “record”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2002-03 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois men’s basketball”, “season”: “2002-03”, “head_coach”: “Bill Self”, “coach_context”: “Self’s third and final season at Illinois; he left for Kansas after the season.”, “record”: { “overall”: “25-7”, “big_ten”: “11-5”, “big_ten_finish”: “2nd”, “final_ap_rank”: 11 }, “stat_profile”: { “points_per_game”: 74.6, “points_allowed_per_game”: 61.6, “srs”: 19.82, “sos”: 6.76, “home_record_from_official_cume”: “15-0”, “scoring_margin”: 13.1, “team_fg_pct”: 0.479, “opponent_fg_pct”: 0.377, “team_assists”: 575,…

2:46 AM — Research independent/opponent coverage for important 2001-02 Illinois MBB games;

Source: subagent · Session: 20260906_024607_ef74f5 · Messages: 27 · Tools: 19

Started with: Research independent/opponent coverage for important 2001-02 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2001-02 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “write_actions”: “none”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2001-02 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2001-02 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “write_actions”: “none”, “selection_basis”: [ “key nonconference ranked/opponent-interest games”, “Big Ten regular-season title-race games”, “Big Ten Tournament game”, “NCAA Tournament games” ] }, “verification”: { “url_status_checked”: true, “status_check_method”: “HTTP GET with browser user-agent via Python urllib”, “all_listed_verified_urls_returned_http_200”:…

2:46 AM — Research 2001-02 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_024607_1d7f82 · Messages: 40 · Tools: 24

Started with: Research 2001-02 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “topic”: “2001-02 Illinois men’s basketball public discussions, fan sentiment, and local/beat-media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “focus_people”:…

Subjects: Research

Conversation excerpts

Clay: Research 2001-02 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “topic”: “2001-02 Illinois men’s basketball public discussions, fan sentiment, and local/beat-media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “focus_people”: [ “Bill Self”, “Frank Williams”, “Cory Bradford”, “Brian Cook”, “Robert Archibald”, “Wayne McClain” ], “focus_events”: [ “Big Ten regular-season race”, “four-way Big Ten title share”, “2002 Big Ten tournament”, “2002 NCAA Tournament”, “San Diego State NCAA first round”, “Creighton NCAA second round”, “Kansas NCAA Sweet Sixteen…

2:46 AM — Research 2001-02 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason statu

Source: subagent · Session: 20260906_024606_6e797d · Messages: 21 · Tools: 12

Started with: Research 2001-02 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Early response: { “subject”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “postseason_scope”: [ “Big Ten Tournament”, “NCAA Tournament”, “NIT”, “CBI” ] }, “facts”: [ { “category”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2001-02 Illinois MBB Big Ten Tournament / NCAA/NIT/CBI postseason status; return source-backed narrative facts JSON only.

Hermes: { “subject”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “postseason_scope”: [ “Big Ten Tournament”, “NCAA Tournament”, “NIT”, “CBI” ] }, “facts”: [ { “category”: “overall_postseason_context”, “status”: “qualified_for_ncaa_tournament”, “narrative”: “Illinois finished the 2001-02 season 26-9 overall and 11-5 in Big Ten play, was listed by Sports-Reference as a Big Ten regular-season champion, and played in the NCAA Tournament as a No. 4 seed in the Midwest Region.”, “sources”: [ { “title”: “2001-02 Illinois…

2:46 AM — Research 2001-02 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_024605_608693 · Messages: 21 · Tools: 11

Started with: Research 2001-02 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “covered_games”: “publicly sourceable exhibition/preseason games and November-December regular-season games”, “kg_writes”: false },…

Subjects: Research

Conversation excerpts

Clay: Research 2001-02 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “covered_games”: “publicly sourceable exhibition/preseason games and November-December regular-season games”, “kg_writes”: false }, “season_context”: [ { “type”: “editorial_hook”, “title”: “Bill Self framed the 2001-02 nonconference slate as nationally demanding”, “summary”: “Illinois announced a 2001-02 schedule with at least 16 games against teams from the previous NCAA Tournament, including Final Four teams Arizona, Maryland and Michigan State. Bill Self said the…

2:46 AM — Research 2001-02 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_024606_ca78d4 · Messages: 17 · Tools: 11

Started with: Research 2001-02 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “head_coach”: “Bill Self”, “overall_record”: “26-9”, “conference_record”: “11-5”, “conference_finish”: “Big Ten regular-season…

Subjects: Research

Conversation excerpts

Clay: Research 2001-02 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2001-02”, “head_coach”: “Bill Self”, “overall_record”: “26-9”, “conference_record”: “11-5”, “conference_finish”: “Big Ten regular-season co-champion”, “final_ap_rank”: 13, “ncaa_tournament”: { “seed_region”: “No. 4 seed, Midwest Region”, “finish”: “Sweet Sixteen”, “results”: [ { “round”: “First Round”, “date”: “2002-03-15”, “opponent”: “San Diego State”, “result”: “W 93-64”, “source_urls”: […

2:46 AM — Research 2001-02 Illinois MBB February 1-February 15, 2002 games; return source-

Source: subagent · Session: 20260906_024606_700aee · Messages: 29 · Tools: 19

Started with: Research 2001-02 Illinois MBB February 1-February 15, 2002 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “date_range”: { “start”: “2002-02-01”, “end”: “2002-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_in_scope_count”: 4,…

Subjects: Research

Conversation excerpts

Clay: Research 2001-02 Illinois MBB February 1-February 15, 2002 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “date_range”: { “start”: “2002-02-01”, “end”: “2002-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_in_scope_count”: 4, “verified_games”: [ { “date”: “2002-02-03”, “opponent”: “Michigan State”, “site”: “Assembly Hall, Champaign, Illinois”, “location_type”: “home”, “result”: “L”, “score”: “Illinois 61, Michigan State 67”, “illinois_record_after”: “15-7”, “conference_record_after”: “4-5”, “schedule_sources”: [ “sports_reference_2001_02_schedule”,…

2:46 AM — Build a verified 2001-02 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_024606_c1b2e3 · Messages: 40 · Tools: 20

Started with: Build a verified 2001-02 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2001_02_schedule_results_seed.json. - Built a verified JSON seed for 2001-02 Illinois MBB with: - 35 countable regular/postseason games from Sports-Reference. - 2 public/sourceable…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2001-02 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2001_02_schedule_results_seed.json. - Built a verified JSON seed for 2001-02 Illinois MBB with: - 35 countable regular/postseason games from Sports-Reference. - 2 public/sourceable exhibitions from the official Illinois schedule. - Scores, dates, sites, phases/subphases, records after each official game, opponent ranks/conferences/SRS where available. - Season-level overview/narrative, record splits, postseason summary, and source metadata. - Cross-checked against: - Official Illinois 2001-02 schedule page.…

2:46 AM — Research 2001-02 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_024607_3f8b5b · Messages: 15 · Tools: 10

Started with: Research 2001-02 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2001-02”, “program”: “Illinois men’s basketball”, “scope”: { “requested_focus”: [ “Frank Williams”, “Brian Cook”, “Cory Bradford”, “Robert Archibald”, “Sean Harrington”, “Damir Krupalija”, “Luther Head”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2001-02 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2001-02”, “program”: “Illinois men’s basketball”, “scope”: { “requested_focus”: [ “Frank Williams”, “Brian Cook”, “Cory Bradford”, “Robert Archibald”, “Sean Harrington”, “Damir Krupalija”, “Luther Head”, “Bill Self” ], “content_types”: [ “player availability”, “injuries”, “rotation/starts/minutes”, “awards/honors”, “departures/draft”, “game-tied narrative context” ], “kg_writes”: false }, “sources”: [ { “id”: “src_official_roster_2001_02”, “title”: “2001-02 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

2:46 AM — Research 2001-02 Illinois MBB January 2002 games; return source-backed narrative

Source: subagent · Session: 20260906_024605_0eae06 · Messages: 32 · Tools: 23

Started with: Research 2001-02 Illinois MBB January 2002 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2001-02 Illinois MBB January 2002 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “month”: “January 2002”,…

Subjects: Research

Conversation excerpts

Clay: Research 2001-02 Illinois MBB January 2002 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2001-02 Illinois MBB January 2002 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “month”: “January 2002”, “kg_writes”: false }, “official_schedule_verification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2001-02”, “corroborating_source_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2002-schedule.html”, “verified_january_games_count”: 8, “notes”: [ “Official Illinois schedule lists eight…

2:46 AM — Research 2001-02 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_024606_2f7412 · Messages: 24 · Tools: 14

Started with: Research 2001-02 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “range”: “February 16, 2002 through final played game”, “kg_writes”: false }, “sources”: [ { “id”: “sports_reference_schedule”, “title”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2001-02 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2001-02”, “range”: “February 16, 2002 through final played game”, “kg_writes”: false }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “2001-02 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2002-schedule.html”, “publisher”: “Sports Reference”, “used_for”: [ “game-by-game dates, opponents, sites, scores, game types, final record, NCAA result line” ] }, { “id”: “fightingillini_schedule”, “title”:…

2:57 AM — Research 2000-01 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_025713_2071bd · Messages: 15 · Tools: 10

Started with: Research 2000-01 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “2000-01”, “head_coach”: { “name”: “Bill Self”, “season_context”: “First season at Illinois; hired June 9, 2000, after Lon Kruger left…

Subjects: Research

Conversation excerpts

Clay: Research 2000-01 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “2000-01”, “head_coach”: { “name”: “Bill Self”, “season_context”: “First season at Illinois; hired June 9, 2000, after Lon Kruger left for the NBA’s Atlanta Hawks.”, “source_ids”: [ “fightingillini_self_hired_2000_06_09” ] }, “record”: { “overall”: “27-8”, “conference”: “13-3”, “conference_finish”: “Big Ten regular-season co-champion / 1st in Big Ten”, “final_ap_rank”: 4, “final_coaches_rank”: 6, “source_ids”: [ “sports_reference_illinois_2001”,…

2:57 AM — Research 2000-01 Illinois MBB February 1-February 15, 2001 games; return source-

Source: subagent · Session: 20260906_025713_012686 · Messages: 40 · Tools: 26

Started with: Research 2000-01 Illinois MBB February 1-February 15, 2001 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2000-01”, “date_range”: { “start”: “2001-02-01”, “end”: “2001-02-15” }, “games_found”: 4, “no_kg_writes”: true }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2000-01 Illinois MBB February 1-February 15, 2001 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2000-01”, “date_range”: { “start”: “2001-02-01”, “end”: “2001-02-15” }, “games_found”: 4, “no_kg_writes”: true }, “schedule_verification”: { “verified_games_in_range”: [ { “date”: “2001-02-03”, “opponent”: “Northwestern”, “site”: “Assembly Hall”, “location”: “Champaign, Ill.”, “result”: “W”, “score”: “84-59”, “illinois_record_after”: “17-5”, “big_ten_record_after”: “7-2” }, { “date”: “2001-02-06”, “opponent”: “Michigan State”, “opponent_rank”: “No. 4”, “site”: “Assembly Hall”,…

2:57 AM — Research 2000-01 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_025714_6b0edf · Messages: 36 · Tools: 25

Started with: Research 2000-01 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2000-01 Illinois men’s basketball public discussions/fan/local media narratives around Bill Self’s first year, Big Ten title, NCAA No. 1 seed/Elite Eight, and Frank Williams.”, “scope_notes”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2000-01 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2000-01 Illinois men’s basketball public discussions/fan/local media narratives around Bill Self’s first year, Big Ten title, NCAA No. 1 seed/Elite Eight, and Frank Williams.”, “scope_notes”: { “kg_writes”: false, “research_focus”: [ “local media narratives”, “fan/community memory and discussion”, “beat/official contemporary framing”, “publicly accessible sources” ], “limitations”: [ “Browser automation could not launch because Chrome was not running in this subagent environment.”, “web_stack fetch reported…

2:57 AM — Research 2000-01 Illinois MBB January 2001 games; return source-backed narrative

Source: subagent · Session: 20260906_025713_6a1b76 · Messages: 31 · Tools: 20

Started with: Research 2000-01 Illinois MBB January 2001 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2000-01”, “month”: “January 2001”, “kg_writes”: false }, “schedule_verification”: { “official_schedule_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2000-01 Illinois MBB January 2001 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2000-01”, “month”: “January 2001”, “kg_writes”: false }, “schedule_verification”: { “official_schedule_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2000-01”, “cross_check_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2001-schedule.html”, “verified_january_games_count”: 8, “notes”: [ “Official Illinois schedule and Sports-Reference both show eight January 2001 games.”, “Sports-Reference lists Illinois as 27-8 overall, 13-3 Big Ten, Big Ten…

2:57 AM — Research 2000-01 Illinois MBB Big Ten Tournament / NCAA postseason status; retur

Source: subagent · Session: 20260906_025713_e6ace6 · Messages: 12 · Tools: 7

Started with: Research 2000-01 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Early response: { “season_id”: “2000-01”, “program”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “big_ten_tournament”: { “status”: “semifinalist”, “seed”: 1, “site”: “United Center, Chicago, Illinois”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2000-01 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “2000-01”, “program”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “big_ten_tournament”: { “status”: “semifinalist”, “seed”: 1, “site”: “United Center, Chicago, Illinois”, “narrative”: “Illinois entered the 2001 Big Ten men’s basketball tournament as the No. 1 seed after a 13-3 Big Ten regular season. The Illini beat No. 8 seed Purdue 83-66 in the quarterfinals on March 9, 2001, then lost 58-56 to No. 4 seed Indiana in the semifinals on March 10. Iowa, not Illinois, won the tournament championship and the…

2:57 AM — Research 2000-01 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_025713_206646 · Messages: 18 · Tools: 11

Started with: Research 2000-01 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2000-01”, “date_range”: “2001-02-16 through final played game on 2001-03-25”, “writes_performed”: false }, “sources”: [ { “id”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2000-01 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2000-01”, “date_range”: “2001-02-16 through final played game on 2001-03-25”, “writes_performed”: false }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “2000-01 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2001-schedule.html”, “publisher”: “Sports Reference” }, { “id”: “fightingillini_schedule”, “title”: “2000-01 Men’s Basketball Schedule”, “url”:…

2:57 AM — Research 2000-01 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_025712_25387b · Messages: 27 · Tools: 14

Started with: Research 2000-01 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season_id”: “season_2000_01”, “program_id”: “program_illinois_mbb”, “scope”: “Illinois men’s basketball 2000-01 exhibition/preseason plus November-December games”, “source_policy”: { “primary_schedule_sources”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 2000-01 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “season_2000_01”, “program_id”: “program_illinois_mbb”, “scope”: “Illinois men’s basketball 2000-01 exhibition/preseason plus November-December games”, “source_policy”: { “primary_schedule_sources”: [ { “title”: “2000-01 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2000-01” }, { “title”: “2000-01 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”:…

2:57 AM — Research 2000-01 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_025714_c78bac · Messages: 34 · Tools: 24

Started with: Research 2000-01 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2000-01”, “program”: “Illinois men’s basketball”, “scope”: { “requested_focus”: [ “Frank Williams”, “Brian Cook”, “Cory Bradford”, “Marcus Griffin”, “Sergio McClain”, “Robert Archibald”, “Bill Self” ],…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2000-01 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2000-01”, “program”: “Illinois men’s basketball”, “scope”: { “requested_focus”: [ “Frank Williams”, “Brian Cook”, “Cory Bradford”, “Marcus Griffin”, “Sergio McClain”, “Robert Archibald”, “Bill Self” ], “constraint”: “No KG writes performed.” }, “sources”: [ { “source_id”: “src_official_roster_2000_01”, “title”: “2000-01 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2000-01”, “evidence”: “Official roster lists Cory Bradford, Robert Archibald, Frank…

2:57 AM — Research independent/opponent coverage for important 2000-01 Illinois MBB games;

Source: subagent · Session: 20260906_025714_cd264a · Messages: 23 · Tools: 16

Started with: Research independent/opponent coverage for important 2000-01 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “research_independent_opponent_coverage_2000_01_illinois_mbb_key_games”, “scope_notes”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2000-01”, “coverage_priority”: [ “opponent athletics…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 2000-01 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “research_independent_opponent_coverage_2000_01_illinois_mbb_key_games”, “scope_notes”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2000-01”, “coverage_priority”: [ “opponent athletics recaps/pages”, “independent wire/ESPN/AP/UPI coverage”, “neutral/stat-reference pages when opponent coverage was thin” ], “kg_writes”: false, “files_created_or_modified”: [] }, “games”: [ { “date”: “2000-11-21”, “game”: “Illinois 90, Maryland 80”, “competition”: “Maui Invitational semifinal”, “opponent”: “Maryland”, “importance”:…

2:57 AM — Build a verified 2000-01 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_025714_d32f33 · Messages: 40 · Tools: 20

Started with: Build a verified 2000-01 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2000_01_schedule_results_seed.json. - Built a verified 2000-01 Illinois men’s basketball schedule/results seed with: - 35 countable games - Phases: 29 regular season, 2 Big Ten…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2000-01 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2000_01_schedule_results_seed.json. - Built a verified 2000-01 Illinois men’s basketball schedule/results seed with: - 35 countable games - Phases: 29 regular season, 2 Big Ten Tournament, 4 NCAA Tournament - Scores, results, site type, arenas, opponent rankings/conferences where available - Running records after each game - Source references per game - Season-level overview/narrative - Cross-checked against: - Sports-Reference 2000-01 Illinois schedule/results - Official FightingIllini 2000-01 schedule…

3:00 AM — Update sessions.claydunker.com Memory Wiki · Sep 06 03:00

Source: cron · Session: cron_fb209b21b2c6_20260906_030058 · Messages: 1 · Tools: 0

Started with: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the…

Subjects: Wiki, PD, Calendar, Cron

Conversation excerpts

Clay: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly “[SILENT]” (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.] Update Clay’s private work-sessions…

3:09 AM — Research independent/opponent coverage for important 1999-00 Illinois MBB games;

Source: subagent · Session: 20260906_030955_ca390e · Messages: 25 · Tools: 19

Started with: Research independent/opponent coverage for important 1999-00 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1999-00 Illinois MBB games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “write_target”: null,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1999-00 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1999-00 Illinois MBB games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “write_target”: null, “kg_writes_performed”: false }, “sources_consulted”: [ { “source_id”: “sports_reference_schedule_illinois_2000”, “title”: “1999-00 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2000-schedule.html”, “publisher”: “Sports Reference”, “source_type”:…

3:09 AM — Research 1999-00 Illinois MBB Big Ten Tournament / NCAA postseason status; retur

Source: subagent · Session: 20260906_030955_018f59 · Messages: 15 · Tools: 10

Started with: Research 1999-00 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “requested_topics”: [ “Big Ten Tournament”, “NCAA postseason status”, “NIT path/status where sourced” ] }, “sources”: [ {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1999-00 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “requested_topics”: [ “Big Ten Tournament”, “NCAA postseason status”, “NIT path/status where sourced” ] }, “sources”: [ { “source_id”: “src_fightingillini_1999_00_schedule”, “title”: “1999-00 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1999-00”, “publisher”: “University of Illinois Athletics”, “supports”: [ “overall_record”, “conference_record”,…

3:09 AM — Research 1999-00 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_030954_e54913 · Messages: 19 · Tools: 11

Started with: Research 1999-00 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “date_range”: “2000-02-16 through final played game”, “final_played_game”: “2000-03-19 NCAA East Second Round vs Florida” }, “sources”: [ {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1999-00 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “date_range”: “2000-02-16 through final played game”, “final_played_game”: “2000-03-19 NCAA East Second Round vs Florida” }, “sources”: [ { “source_id”: “official_schedule”, “title”: “1999-00 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1999-00”, “publisher”: “University of Illinois Athletics”, “notes”: “Official schedule, scores, locations, tournament labels, and linked box-score/stat…

3:09 AM — Research 1999-00 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_030956_5e4e63 · Messages: 22 · Tools: 15

Started with: Research 1999-00 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1999-00 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “themes_requested”: [ “Lon Kruger era”,…

Subjects: Research

Conversation excerpts

Clay: Research 1999-00 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1999-00 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1999-00”, “themes_requested”: [ “Lon Kruger era”, “NCAA Tournament run/status”, “Frank Williams freshman emergence”, “Cory Bradford”, “local/fan/community/beat discussions” ], “kg_writes”: false }, “summary”: { “what_i_did”: [ “Searched web-indexed local, beat, fan/community, official, and contemporaneous national/beat-adjacent sources for 1999-00 Illinois MBB discussion and…

3:09 AM — Research 1999-00 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_030953_dba7bf · Messages: 21 · Tools: 11

Started with: Research 1999-00 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1999_00”, “season_label”: “1999-00”, “scope”: “Illinois men’s basketball exhibition/preseason and November-December 1999 games”, “sources_consulted”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 1999-00 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1999_00”, “season_label”: “1999-00”, “scope”: “Illinois men’s basketball exhibition/preseason and November-December 1999 games”, “sources_consulted”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1999-00”, “title”: “1999-00 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_schedule” }, { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2000-schedule.html”, “title”: “1999-00 Illinois…

3:09 AM — Research 1999-00 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_030955_e69b77 · Messages: 22 · Tools: 12

Started with: Research 1999-00 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “1999-00”, “head_coach”: “Lon Kruger”, “record”: { “overall”: “22-10”, “big_ten”: “11-5”, “big_ten_finish”: “4th” }, “rankings_arc”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1999-00 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “1999-00”, “head_coach”: “Lon Kruger”, “record”: { “overall”: “22-10”, “big_ten”: “11-5”, “big_ten_finish”: “4th” }, “rankings_arc”: { “preseason_ap”: 16, “peak_ap”: 15, “dropped_out”: “after Jan. 10 poll, following early Big Ten losses”, “final_ap”: 21 }, “postseason”: { “big_ten_tournament”: { “result”: “runner-up”, “wins”: [ { “opponent”: “Indiana”, “opponent_rank”: 18, “score”: “72-69”, “round”: “quarterfinal” }, { “opponent”: “Penn State”, “score”:…

3:09 AM — Research 1999-00 Illinois MBB January 2000 games; return source-backed narrative

Source: subagent · Session: 20260906_030954_de87f8 · Messages: 32 · Tools: 20

Started with: Research 1999-00 Illinois MBB January 2000 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “month”: “January 2000”, “kg_writes”: false }, “official_schedule_verification”: { “verified”: true, “sources”: [ { “label”: “University of…

Subjects: Research

Conversation excerpts

Clay: Research 1999-00 Illinois MBB January 2000 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “month”: “January 2000”, “kg_writes”: false }, “official_schedule_verification”: { “verified”: true, “sources”: [ { “label”: “University of Illinois Athletics official 1999-00 schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1999-00”, “notes”: “Official schedule lists seven January 2000 games: Ohio State, Wisconsin, Purdue, Michigan, Penn State, Iowa, Michigan State.” }, { “label”: “Sports-Reference 1999-00 Illinois schedule”, “url”:…

3:09 AM — Build a verified 1999-00 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_030955_924e47 · Messages: 48 · Tools: 25

Started with: Build a verified 1999-00 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1999_00_schedule_results_seed.json. - Built a verified 1999-00 Illinois MBB schedule/results seed with: - 34 total sourced games/events - 2 exhibitions - 32 countable games -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1999-00 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1999_00_schedule_results_seed.json. - Built a verified 1999-00 Illinois MBB schedule/results seed with: - 34 total sourced games/events - 2 exhibitions - 32 countable games - Per-game dates, phases, site type, opponent, scores, records after games, locations, tournament context, and source URLs - Sports-Reference cross-check data for all 32 countable games - Season-level overview/narrative, including coach, 22-10 overall record, 11-5 Big Ten record, final AP No. 21, NCAA East No. 4 seed, Big Ten Tournament…

3:09 AM — Research 1999-00 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_030955_d30dea · Messages: 19 · Tools: 12

Started with: Research 1999-00 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “1999-00”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “player/availability/roster narrative context tied to games”, “sources”: [ { “id”: “S1”, “title”: “1999-00 Men’s Basketball Roster…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1999-00 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “1999-00”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “player/availability/roster narrative context tied to games”, “sources”: [ { “id”: “S1”, “title”: “1999-00 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1999-00”, “source_type”: “official_roster” }, { “id”: “S2”, “title”: “1999-00 Illinois Fighting Illini Men’s Roster and Stats | Sports-Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2000.html”,…

3:09 AM — Research 1999-00 Illinois MBB February 1-February 15, 2000 games; return source-

Source: subagent · Session: 20260906_030954_1c9be6 · Messages: 28 · Tools: 17

Started with: Research 1999-00 Illinois MBB February 1-February 15, 2000 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “date_window”: { “start”: “2000-02-01”, “end”: “2000-02-15” }, “games_in_window_verified”: 4, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1999-00 Illinois MBB February 1-February 15, 2000 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1999-00”, “date_window”: { “start”: “2000-02-01”, “end”: “2000-02-15” }, “games_in_window_verified”: 4, “kg_writes”: false }, “schedule_verification”: { “sources”: [ { “source_id”: “sports_reference_illinois_2000_schedule”, “title”: “1999-00 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2000-schedule.html”, “publisher”: “Sports-Reference” } ], “games”: [ { “date”: “2000-02-02”, “opponent”: “Minnesota”,…

3:20 AM — Research 1998-99 Illinois MBB Big Ten Tournament / NCAA postseason status; retur

Source: subagent · Session: 20260906_032034_b7c751 · Messages: 19 · Tools: 11

Started with: Research 1998-99 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1998-99 Illinois MBB Big Ten Tournament / NCAA postseason status”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “facts”: [ { “type”: “season_record_context”, “fact”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1998-99 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1998-99 Illinois MBB Big Ten Tournament / NCAA postseason status”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “facts”: [ { “type”: “season_record_context”, “fact”: “Illinois finished the 1998-99 season 14-18 overall and 3-13 in Big Ten play, listed 10th in Big Ten men’s basketball by Sports-Reference.”, “sources”: [ { “title”: “1998-99 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports-Reference College Basketball”, “url”:…

3:20 AM — Research 1998-99 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_032034_436203 · Messages: 14 · Tools: 9

Started with: Research 1998-99 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “season”: “1998-99”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “start_date”: “1999-02-16”, “end_date”: “1999-03-07”, “notes”: “Covers games from Feb. 16 through Illinois’ final played game,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1998-99 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “season”: “1998-99”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “start_date”: “1999-02-16”, “end_date”: “1999-03-07”, “notes”: “Covers games from Feb. 16 through Illinois’ final played game, plus postseason/NCAA-NIT context.” }, “sources”: [ { “id”: “fightingillini_schedule”, “title”: “1998-99 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1998-99”, “publisher”: “University of Illinois Athletics” }, { “id”:…

3:20 AM — Build a verified 1998-99 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_032035_17a8d0 · Messages: 20 · Tools: 10

Started with: Build a verified 1998-99 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1998_99_schedule_results_seed.json. - Included 32 verified games for 1998-99 Illinois MBB with: - Dates, phases, opponent/site/location, scores, result, OT flags, records after each…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1998-99 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1998_99_schedule_results_seed.json. - Included 32 verified games for 1998-99 Illinois MBB with: - Dates, phases, opponent/site/location, scores, result, OT flags, records after each game. - Official Illinois schedule source and Sports-Reference cross-check fields per game. - Season-level narrative overview, final record, Big Ten record/finish, home/away/neutral splits, and postseason note. - Verified: - Official schedule game count: 32 - Sports-Reference schedule game count: 32 - Computed final record:…

3:20 AM — Research 1998-99 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_032035_7db95b · Messages: 36 · Tools: 20

Started with: Research 1998-99 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1998-99 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “season”: “1998-99”, “program”: “Illinois men’s basketball”, “team_context”: { “record”: “14-18…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1998-99 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1998-99 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “season”: “1998-99”, “program”: “Illinois men’s basketball”, “team_context”: { “record”: “14-18 overall, 3-13 Big Ten”, “coach”: “Lon Kruger”, “narrative”: “Illinois entered 1998-99 after losing all five starters and 84 percent of scoring from the 1997-98 Big Ten title team. Kruger described the roster as young, inexperienced, versatile, bigger inside and on the perimeter, but short on Big Ten minutes.”, “sources”: [ { “url”:…

3:20 AM — Research 1998-99 Illinois MBB January 1999 games; return source-backed narrative

Source: subagent · Session: 20260906_032034_3de751 · Messages: 36 · Tools: 23

Started with: Research 1998-99 Illinois MBB January 1999 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “month”: “January 1999”, “kg_writes”: false }, “source_register”: [ { “source_id”: “src_official_schedule”, “title”: “1998-99…

Subjects: Research

Conversation excerpts

Clay: Research 1998-99 Illinois MBB January 1999 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “month”: “January 1999”, “kg_writes”: false }, “source_register”: [ { “source_id”: “src_official_schedule”, “title”: “1998-99 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1998-99”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_schedule” }, { “source_id”: “src_sports_ref_schedule”, “title”: “1998-99 Illinois Fighting Illini Men’s Schedule and…

3:20 AM — Research 1998-99 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_032033_386c8a · Messages: 29 · Tools: 22

Started with: Research 1998-99 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season_id”: “season_1998_99”, “program_id”: “program_illinois_mbb”, “scope”: “Illinois men’s basketball 1998-99 exhibition/preseason and November-December games”, “sources”: [ { “id”: “src_official_schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research 1998-99 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “season_1998_99”, “program_id”: “program_illinois_mbb”, “scope”: “Illinois men’s basketball 1998-99 exhibition/preseason and November-December games”, “sources”: [ { “id”: “src_official_schedule”, “title”: “1998-99 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1998-99”, “notes”: “Official season schedule and results; no exhibition games listed.” }, { “id”: “src_official_schedule_text”, “title”: “1998-99 Men’s Basketball Schedule -…

3:20 AM — Research independent/opponent coverage for important 1998-99 Illinois MBB games;

Source: subagent · Session: 20260906_032035_4e7ba4 · Messages: 19 · Tools: 10

Started with: Research independent/opponent coverage for important 1998-99 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “independent/opponent coverage research for important 1998-99 Illinois men’s basketball games”, “researched_at”: “2026-09-06T03:22:30-05:00”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1998-99 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “independent/opponent coverage research for important 1998-99 Illinois men’s basketball games”, “researched_at”: “2026-09-06T03:22:30-05:00”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “record_source_summary”: { “record”: “14-18”, “conference_record”: “3-13”, “postseason”: “Reached 1999 Big Ten Tournament championship game; no NCAA or NIT games found for Illinois in this season.”, “sources”: [ { “title”: “1998-99 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports…

3:20 AM — Research 1998-99 Illinois MBB February 1-February 15, 1999 games; return source-

Source: subagent · Session: 20260906_032034_fbcaa3 · Messages: 29 · Tools: 20

Started with: Research 1998-99 Illinois MBB February 1-February 15, 1999 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1998-99”, “date_window”: { “start”: “1999-02-01”, “end”: “1999-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_found_in_window”: 4,…

Subjects: Research

Conversation excerpts

Clay: Research 1998-99 Illinois MBB February 1-February 15, 1999 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1998-99”, “date_window”: { “start”: “1999-02-01”, “end”: “1999-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_found_in_window”: 4, “verification_sources”: [ { “title”: “1998-99 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1998-99” }, { “title”: “University of Illinois Athletics schedule text page”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/text/1998-99”…

3:20 AM — Research 1998-99 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_032035_7a06ad · Messages: 26 · Tools: 16

Started with: Research 1998-99 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “topic”: “1998-99 Illinois Fighting Illini men’s basketball public discussions, fan/community, and local/beat narratives”, “scope_notes”: { “team_context”: “Lon Kruger era; Cory Bradford redshirt-freshman emergence;…

Subjects: Research

Conversation excerpts

Clay: Research 1998-99 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “topic”: “1998-99 Illinois Fighting Illini men’s basketball public discussions, fan/community, and local/beat narratives”, “scope_notes”: { “team_context”: “Lon Kruger era; Cory Bradford redshirt-freshman emergence; 1999 Big Ten Tournament runner-up run after a poor Big Ten regular season.”, “kg_writes”: false, “research_limits”: [ “Public web search surfaced strong local/beat and official-archive material, plus later fan/community retrospectives.”, “True contemporaneous fan-message-board posts from 1998-99 were not readily…

3:20 AM — Research 1998-99 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_032034_95fe10 · Messages: 29 · Tools: 17

Started with: Research 1998-99 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “head_coach”: “Lon Kruger”, “record”: { “overall”: “14-18”, “big_ten”: “3-13”, “big_ten_finish”: “10th”, “sources”: […

Subjects: Research

Conversation excerpts

Clay: Research 1998-99 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1998-99”, “head_coach”: “Lon Kruger”, “record”: { “overall”: “14-18”, “big_ten”: “3-13”, “big_ten_finish”: “10th”, “sources”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/1999.html”, “https://www.sports-reference.com/cbb/schools/illinois/men/1999-schedule.html” ] }, “stat_profile”: { “points_per_game”: 61.5, “points_allowed_per_game”: 62.8, “srs”: 10.6, “strength_of_schedule_rank”: “2nd of 310”, “offensive_rating”: 90.1, “defensive_rating”: 92.0,…

3:30 AM — Research 1997-98 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_033030_a6b779 · Messages: 44 · Tools: 28

Started with: Research 1997-98 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “1997-98”, “program”: “Illinois men’s basketball”, “scope”: “sourceable exhibition/preseason plus November-December regular-season games”, “research_notes”: { “kg_writes”: false, “exhibitions_preseason”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1997-98 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “1997-98”, “program”: “Illinois men’s basketball”, “scope”: “sourceable exhibition/preseason plus November-December regular-season games”, “research_notes”: { “kg_writes”: false, “exhibitions_preseason”: { “found_sourceable_games”: [], “thin_flag”: true, “note”: “Official Illinois schedule/results, Sports-Reference season page, and the official cumulative statistics PDF begin the countable 1997-98 season with Bradley on 1997-11-17; targeted searches for 1997 Illinois exhibition opponents such as Athletes in Action, Marathon Oil,…

3:30 AM — Research 1997-98 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_033031_96feff · Messages: 19 · Tools: 13

Started with: Research 1997-98 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: “1997-98”, “program”: “Illinois Fighting Illini men’s basketball”, “status”: “source_backed_research_notes”, “sources”: { “sports_ref_team”:…

Subjects: Research

Conversation excerpts

Clay: Research 1997-98 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: “1997-98”, “program”: “Illinois Fighting Illini men’s basketball”, “status”: “source_backed_research_notes”, “sources”: { “sports_ref_team”: “https://www.sports-reference.com/cbb/schools/illinois/men/1998.html”, “sports_ref_schedule”: “https://www.sports-reference.com/cbb/schools/illinois/men/1998-schedule.html”, “official_roster”: “https://fightingillini.com/sports/mens-basketball/roster/1997-98”, “official_schedule”: “https://fightingillini.com/sports/mens-basketball/schedule/1997-98”, “news_gazette_big_ten_champs”:…

3:30 AM — Research 1997-98 Illinois MBB February 1-February 15, 1998 games; return source-

Source: subagent · Session: 20260906_033030_1b0b87 · Messages: 33 · Tools: 22

Started with: Research 1997-98 Illinois MBB February 1-February 15, 1998 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1997-98”, “date_window”: { “start”: “1998-02-01”, “end”: “1998-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: { “facts”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 1997-98 Illinois MBB February 1-February 15, 1998 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1997-98”, “date_window”: { “start”: “1998-02-01”, “end”: “1998-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: { “facts”: [ { “fact”: “Illinois played four men’s basketball games between February 1 and February 15, 1998: vs. Minnesota on Feb. 4, at Wisconsin on Feb. 7, vs. No. 13 Michigan State on Feb. 12, and at No. 8 Purdue on Feb. 14.”, “sources”: [ “https://fightingillini.com/sports/mens-basketball/schedule/1997-98”,…

3:30 AM — Research 1997-98 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_033032_c1f1c0 · Messages: 35 · Tools: 22

Started with: Research 1997-98 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1997-98 Illinois MBB player/availability/roster narrative context tied to games; source-backed; no KG writes.”, “status”: “completed”, “kg_writes_performed”: false, “files_created_or_modified”: [ {…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1997-98 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1997-98 Illinois MBB player/availability/roster narrative context tied to games; source-backed; no KG writes.”, “status”: “completed”, “kg_writes_performed”: false, “files_created_or_modified”: [ { “path”: “/home/clay/illini_1997_98_research/illinoisbasket199798univ_djvu.txt”, “purpose”: “Downloaded Internet Archive OCR text for the 1997-98 Illinois Basketball Media Guide.” }, { “path”: “/home/clay/illini_1997_98_research/illinoisbasket199798univ_abbyy.gz”, “purpose”: “Downloaded Internet Archive ABBYY OCR file for…

3:30 AM — Research 1997-98 Illinois MBB January 1998 games; return source-backed narrative

Source: subagent · Session: 20260906_033030_5b0103 · Messages: 36 · Tools: 22

Started with: Research 1997-98 Illinois MBB January 1998 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1997_98”, “season_label”: “1997-98”, “month”: “1998-01”, “task”: “Research Illinois men’s basketball January 1998 games; source-backed narrative…

Subjects: Research

Conversation excerpts

Clay: Research 1997-98 Illinois MBB January 1998 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1997_98”, “season_label”: “1997-98”, “month”: “1998-01”, “task”: “Research Illinois men’s basketball January 1998 games; source-backed narrative facts only; no KG writes” }, “schedule_verification”: { “verified_game_count”: 9, “official_schedule_url”: “https://fightingillini.com/sports/mens-basketball/schedule/1997-98”, “cross_check_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1998-schedule.html”, “season_context”: { “record”: “23-10”,…

3:30 AM — Build a verified 1997-98 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_033031_e5c8f4 · Messages: 42 · Tools: 21

Started with: Build a verified 1997-98 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1997_98_schedule_results_seed.json. - Built a verified 1997-98 Illinois MBB schedule/results seed with: - 33 countable games - game phases: nonconference, Big Ten regular season, Big…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1997-98 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1997_98_schedule_results_seed.json. - Built a verified 1997-98 Illinois MBB schedule/results seed with: - 33 countable games - game phases: nonconference, Big Ten regular season, Big Ten Tournament, NCAA Tournament - dates, opponents, sites, scores, OT, records after each game, arenas/locations - season narrative overview and postseason note - final record: 23-10 - Big Ten record: 13-3 - Big Ten finish: regular-season co-champion with Michigan State; Sports-Reference standings rank Illinois 2nd - site…

3:30 AM — Research 1997-98 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_033032_aa3595 · Messages: 31 · Tools: 23

Started with: Research 1997-98 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1997-98 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1997-98”, “focus”: [ “Big Ten…

Subjects: Research

Conversation excerpts

Clay: Research 1997-98 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1997-98 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1997-98”, “focus”: [ “Big Ten title/co-championship”, “Lon Kruger rebuilding/overachievement narrative”, “NCAA tournament”, “fan/community/local/beat-media framing” ], “kg_writes”: false }, “summary”: { “what_i_did”: “Searched web, local/beat outlets, fan/community sites, sports-reference context, official Illinois athletics pages, and accessible archived/retrospective articles…

3:30 AM — Research 1997-98 Illinois MBB Big Ten Tournament / NCAA postseason status; retur

Source: subagent · Session: 20260906_033031_fb74fe · Messages: 12 · Tools: 6

Started with: Research 1997-98 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Early response: { “season_id”: “1997-98”, “program”: “Illinois men’s basketball”, “postseason_summary”: { “overall_record”: “23-10”, “conference_record”: “13-3”, “regular_season_status”: “Big Ten regular-season co-champion”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1997-98 Illinois MBB Big Ten Tournament / NCAA postseason status; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “1997-98”, “program”: “Illinois men’s basketball”, “postseason_summary”: { “overall_record”: “23-10”, “conference_record”: “13-3”, “regular_season_status”: “Big Ten regular-season co-champion”, “final_ap_rank”: 22, “narrative”: “Illinois finished 23-10 overall and 13-3 in Big Ten play under Lon Kruger, sharing the Big Ten regular-season title and ending the season ranked No. 22 in the final AP poll. The Illini played in the inaugural Big Ten men’s basketball tournament, won one game, and then received an NCAA Tournament bid as…

3:30 AM — Research 1997-98 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_033031_511885 · Messages: 22 · Tools: 13

Started with: Research 1997-98 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1997-98”, “date_range”: “1998-02-16 through final played game”, “kg_writes”: false }, “sources”: [ { “id”: “official_illinois_schedule_1997_98”, “title”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1997-98 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1997-98”, “date_range”: “1998-02-16 through final played game”, “kg_writes”: false }, “sources”: [ { “id”: “official_illinois_schedule_1997_98”, “title”: “1997-98 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1997-98” }, { “id”: “official_illinois_schedule_text_1997_98”, “title”: “1997-98 Men’s Basketball Schedule - University of Illinois Athletics, text-only”, “url”:…

3:30 AM — Research independent/opponent coverage for important 1997-98 Illinois MBB games;

Source: subagent · Session: 20260906_033031_1e995e · Messages: 23 · Tools: 11

Started with: Research independent/opponent coverage for important 1997-98 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1997-98 Illinois MBB games; no KG writes.”, “summary”: { “season_context_sources”: [ { “title”: “1997-98 Illinois Fighting Illini Men’s Schedule and…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1997-98 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1997-98 Illinois MBB games; no KG writes.”, “summary”: { “season_context_sources”: [ { “title”: “1997-98 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1998-schedule.html”, “publisher”: “Sports-Reference”, “access_status”: “public_200”, “notes”: “Used to identify key games and verify date/opponent/result/site.” }, { “title”: “1997-98 Men’s Basketball Schedule”, “url”:…

3:40 AM — Build a verified 1996-97 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_034031_b773f3 · Messages: 35 · Tools: 18

Started with: Build a verified 1996-97 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1996_97_schedule_results_seed.json. - Built a verified 1996–97 Illinois MBB schedule/results seed with: - 32 total games - Final record: 22–10 - Big Ten record/finish: 11–7, 4th -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1996-97 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1996_97_schedule_results_seed.json. - Built a verified 1996–97 Illinois MBB schedule/results seed with: - 32 total games - Final record: 22–10 - Big Ten record/finish: 11–7, 4th - Phase records: - Non-conference regular season: 10–2 - Big Ten regular season: 11–7 - NCAA Tournament: 1–1 - Home/away/neutral splits: 12–2 / 5–6 / 5–2 - Final AP rank: No. 19 - Postseason note and season narrative overview - Empty exhibitions array with note that none were listed in the consulted official/Sports-Reference…

3:40 AM — Research independent/opponent coverage for important 1996-97 Illinois MBB games;

Source: subagent · Session: 20260906_034031_5257c5 · Messages: 23 · Tools: 17

Started with: Research independent/opponent coverage for important 1996-97 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1996-97 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”, “writes_to_kg”: false, “selection_note”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1996-97 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1996-97 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”, “writes_to_kg”: false, “selection_note”: “Prioritized ranked/opponent-profile nonconference games, major Big Ten games, and NCAA tournament games; no NIT games because Illinois played in the NCAA tournament, not the 1997 NIT.” }, “sources_consulted”: [ { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1997-schedule.html”, “title”: “1996-97 Illinois…

3:40 AM — Research 1996-97 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_034031_3546ea · Messages: 46 · Tools: 25

Started with: Research 1996-97 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1996-97 Illinois men’s basketball player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1996-97 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1996-97 Illinois men’s basketball player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”, “focus_players”: [ “Kiwane Garris”, “Chris Gandy”, “Kevin Turner”, “Jerry Hester”, “Matt Heldman”, “Victor Chukwudebe” ], “kg_writes_performed”: false }, “sources”: [ { “source_id”: “fightingillini_roster_1996_97”, “title”: “1996-97 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

3:40 AM — Research 1996-97 Illinois MBB February 1-February 15, 1997 games; return source-

Source: subagent · Session: 20260906_034030_67aa62 · Messages: 26 · Tools: 18

Started with: Research 1996-97 Illinois MBB February 1-February 15, 1997 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1996-97”, “date_start”: “1997-02-01”, “date_end”: “1997-02-15”, “games_found”: 5, “kg_writes”: false }, “schedule_verification”: { “verified_games”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 1996-97 Illinois MBB February 1-February 15, 1997 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1996-97”, “date_start”: “1997-02-01”, “date_end”: “1997-02-15”, “games_found”: 5, “kg_writes”: false }, “schedule_verification”: { “verified_games”: [ { “date”: “1997-02-02”, “opponent”: “Indiana”, “site”: “Assembly Hall, Bloomington, Ind.”, “location_type”: “away”, “result”: “W”, “score”: “Illinois 78, #17 Indiana 74”, “illinois_record_after”: “15-6”, “big_ten_record_after”: “5-4”, “sources”: [ “https://fightingillini.com/sports/mens-basketball/schedule/1996-97”,…

3:40 AM — Research 1996-97 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_034030_b30656 · Messages: 33 · Tools: 23

Started with: Research 1996-97 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1996-97 Illinois MBB exhibition/preseason and November-December games; source-backed narrative facts only; no KG writes.”, “season”: “1996-97”, “program”: “Illinois men’s basketball”, “kg_writes”:…

Subjects: Research

Conversation excerpts

Clay: Research 1996-97 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1996-97 Illinois MBB exhibition/preseason and November-December games; source-backed narrative facts only; no KG writes.”, “season”: “1996-97”, “program”: “Illinois men’s basketball”, “kg_writes”: false, “sources”: [ { “id”: “official_schedule”, “title”: “1996-97 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/text/1996-97”, “supports”: [ “complete regular-season schedule/results”, “locations”, “opponent rankings shown on official schedule” ]…

3:40 AM — Research 1996-97 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_034030_30c825 · Messages: 24 · Tools: 13

Started with: Research 1996-97 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1996-97”, “window”: “1997-02-16 through final played game”, “no_kg_writes”: true }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “1996-97…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1996-97 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1996-97”, “window”: “1997-02-16 through final played game”, “no_kg_writes”: true }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “1996-97 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1997-schedule.html” }, { “id”: “official_illinois_schedule”, “title”: “1996-97 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

3:40 AM — Research 1996-97 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_034031_678a23 · Messages: 24 · Tools: 14

Started with: Research 1996-97 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: “1996-97”, “program”: “Illinois men’s basketball”, “research_scope”: “season-level arcs and article-worthy hooks; no knowledge-graph writes performed”, “topline_arc”: { “summary”: “Illinois moved from the…

Subjects: Research

Conversation excerpts

Clay: Research 1996-97 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: “1996-97”, “program”: “Illinois men’s basketball”, “research_scope”: “season-level arcs and article-worthy hooks; no knowledge-graph writes performed”, “topline_arc”: { “summary”: “Illinois moved from the 21-year Lou Henson era into Lon Kruger’s first season and immediately stabilized: 22-10 overall, 11-7 in the Big Ten, fourth in the league, No. 19 in the final AP poll, and a Southeast Regional NCAA Tournament trip that ended in the Round of 32.”, “source_ids”: [ “S1”, “S2”, “S6” ] }, “key_facts”: [ { “fact”: “Lou Henson…

3:40 AM — Research 1996-97 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_034030_cfb0d5 · Messages: 14 · Tools: 8

Started with: Research 1996-97 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “season_id”: “season_1996_97”, “team”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “played_ncaa_tournament”: true, “played_nit”: false, “status_summary”: “Illinois made the 1997 NCAA Division…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1996-97 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “season_1996_97”, “team”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “played_ncaa_tournament”: true, “played_nit”: false, “status_summary”: “Illinois made the 1997 NCAA Division I men’s basketball tournament, not the NIT, and finished its postseason in the NCAA Southeast Regional second round.”, “confidence”: “high” }, “narrative_facts”: [ { “fact”: “Illinois finished the 1996-97 season 22-10 overall and 11-7 in Big Ten play, placing fourth in the Big Ten, under head coach Lon Kruger.”, “sources”: [ {…

3:40 AM — Research 1996-97 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_034031_032b8b · Messages: 23 · Tools: 15

Started with: Research 1996-97 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1996-97 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”, “requested_focus”: [ “Lon…

Subjects: Research

Conversation excerpts

Clay: Research 1996-97 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1996-97 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1996-97”, “requested_focus”: [ “Lon Kruger first season”, “post-Lou Henson transition”, “NCAA tournament”, “public discussions”, “fan/community narratives”, “local/beat media narratives” ], “kg_writes”: false }, “summary_findings”: [ { “narrative_id”: “kruger_hire_fan_skepticism”, “theme”: “Kruger was not the sentimental/local first choice, but winning was framed as…

3:40 AM — Research 1996-97 Illinois MBB January 1997 games; return source-backed narrative

Source: subagent · Session: 20260906_034030_901814 · Messages: 25 · Tools: 13

Started with: Research 1996-97 Illinois MBB January 1997 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1996_97”, “season_label”: “1996-97”, “month”: “1997-01”, “no_kg_writes”: true }, “source_backing”: { “official_schedule”: { “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 1996-97 Illinois MBB January 1997 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_1996_97”, “season_label”: “1996-97”, “month”: “1997-01”, “no_kg_writes”: true }, “source_backing”: { “official_schedule”: { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1996-97”, “publisher”: “University of Illinois Athletics”, “verification_notes”: “Official Illinois schedule lists January 1997 games vs Purdue, at Ohio State, at #16 Michigan, vs Penn State, vs #7 Minnesota, at Michigan State, vs Wisconsin, and at Iowa, with final scores and venues.”…

3:50 AM — Build a verified 1995-96 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_035055_0b3806 · Messages: 47 · Tools: 24

Started with: Build a verified 1995-96 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1995_96_schedule_results_seed.json. - Included a complete 31-game 1995-96 Illinois MBB schedule/results seed with: - Dates, phases, sites, opponents, rankings where listed,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1995-96 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1995_96_schedule_results_seed.json. - Included a complete 31-game 1995-96 Illinois MBB schedule/results seed with: - Dates, phases, sites, opponents, rankings where listed, conferences, scores, OT flags, records after each game, Big Ten record progression, arenas. - Season-level summary: Lou Henson, 18-13 overall, 7-11 Big Ten, 9th-place Big Ten finish, home/away/neutral splits, Sports-Reference metrics, and NIT note. - Narrative overview of the 11-1 start, Big Ten skid, late-season close, and NIT loss. -…

3:50 AM — Research 1995-96 Illinois MBB February 1-February 15, 1996 games; return source-

Source: subagent · Session: 20260906_035054_ddce06 · Messages: 31 · Tools: 20

Started with: Research 1995-96 Illinois MBB February 1-February 15, 1996 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “date_window”: { “start”: “1996-02-01”, “end”: “1996-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_in_window_count”: 3,…

Subjects: Research

Conversation excerpts

Clay: Research 1995-96 Illinois MBB February 1-February 15, 1996 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “date_window”: { “start”: “1996-02-01”, “end”: “1996-02-15” }, “kg_writes”: false }, “schedule_verification”: { “games_in_window_count”: 3, “games_in_window”: [ { “date”: “1996-02-03”, “opponent”: “Wisconsin”, “site”: “Assembly Hall, Champaign, Ill.”, “home_away_neutral”: “home”, “result”: “L”, “score”: { “illinois”: 56, “opponent”: 57 }, “illinois_record_after”: “14-7”, “big_ten_record_after”: “3-6”, “verified_by”: […

3:50 AM — Research 1995-96 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_035053_090604 · Messages: 37 · Tools: 24

Started with: Research 1995-96 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “1995-96”, “program”: “Illinois men’s basketball”, “scope”: “sourceable exhibition/preseason and November-December regular-season games”, “kg_writes”: false, “sources_consulted”: [ { “source_id”:…

Subjects: Research

Conversation excerpts

Clay: Research 1995-96 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “1995-96”, “program”: “Illinois men’s basketball”, “scope”: “sourceable exhibition/preseason and November-December regular-season games”, “kg_writes”: false, “sources_consulted”: [ { “source_id”: “official_schedule”, “title”: “1995-96 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1995-96”, “supports”: “official game list, dates, locations, results, season record summary” }, { “source_id”: “official_cumulative_stats”, “title”: “1995-96 Men’s…

3:50 AM — Research 1995-96 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_035055_217b1c · Messages: 42 · Tools: 26

Started with: Research 1995-96 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1995-96 Illinois MBB player/availability/roster narrative context tied to games; source-backed JSON only; no KG writes.”, “work_summary”: { “did”: [ “Loaded relevant skills:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1995-96 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1995-96 Illinois MBB player/availability/roster narrative context tied to games; source-backed JSON only; no KG writes.”, “work_summary”: { “did”: [ “Loaded relevant skills: sports-knowledge-graph-ingestion and grounded-citations.”, “Researched official Illinois roster/stat pages, Sports-Reference roster/schedule/stat pages, 1995-96 Illinois media guide PDF, UPI game recap, Chicago Tribune archive articles, and Daily Illini search snippets.”, “Did not write to any knowledge graph.” ], “files_created_or_modified”: […

3:50 AM — Research 1995-96 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_035054_e5815d · Messages: 16 · Tools: 8

Started with: Research 1995-96 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “team_season”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “coach”: “Lou Henson”, “final_record”: “18-13”, “conference_record”: “7-11”, “conference_finish”: “9th in Big Ten”, “postseason”: “1996…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1995-96 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “team_season”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “coach”: “Lou Henson”, “final_record”: “18-13”, “conference_record”: “7-11”, “conference_finish”: “9th in Big Ten”, “postseason”: “1996 NIT”, “sources”: [ { “label”: “Sports-Reference 1995-96 Illinois schedule/results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1996-schedule.html” }, { “label”: “Sports-Reference 1995-96 Illinois roster/stats”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1996.html” }, { “label”:…

3:50 AM — Research 1995-96 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_035054_66815d · Messages: 17 · Tools: 9

Started with: Research 1995-96 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “season_id”: “1995-96”, “program”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “ncaa_tournament”: { “status”: “did_not_appear”, “narrative”: “Illinois did not play in the 1996 NCAA Tournament;…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1995-96 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “season_id”: “1995-96”, “program”: “Illinois Fighting Illini men’s basketball”, “postseason_status”: { “ncaa_tournament”: { “status”: “did_not_appear”, “narrative”: “Illinois did not play in the 1996 NCAA Tournament; its sourced postseason appearance for the 1995-96 season was in the NIT.” }, “nit”: { “status”: “appeared”, “round_reached”: “First Round”, “result”: “lost_first_round”, “narrative”: “Illinois received/held a 1996 NIT berth and was eliminated in the first round, losing at home to Alabama, 72-69, on March 13, 1996.” } },…

3:50 AM — Research 1995-96 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_035054_9eb73e · Messages: 32 · Tools: 18

Started with: Research 1995-96 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1995-96”, “coach”: “Lou Henson”, “record”: { “overall”: “18-13”, “big_ten”: “7-11”, “big_ten_finish”: “9th” }, “postseason”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1995-96 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1995-96”, “coach”: “Lou Henson”, “record”: { “overall”: “18-13”, “big_ten”: “7-11”, “big_ten_finish”: “9th” }, “postseason”: { “ncaa_tournament”: false, “nit”: { “appeared”: true, “round”: “First round”, “result”: “Lost to Alabama, 72-69, at Assembly Hall on March 13, 1996” } }, “rankings_arc”: { “ap_preseason”: “unranked”, “ap_peak”: “No. 12”, “ap_final”: “unranked”, “notes”: “Illinois entered the AP poll during the 11-1 start, rising from No. 21 to No. 16, No.…

3:50 AM — Research independent/opponent coverage for important 1995-96 Illinois MBB games;

Source: subagent · Session: 20260906_035055_b3ede3 · Messages: 23 · Tools: 16

Started with: Research independent/opponent coverage for important 1995-96 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1995-96 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1995-96”, “writes_to_kg”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1995-96 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1995-96 Illinois MBB games”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1995-96”, “writes_to_kg”: false, “selection_rationale”: “Prioritized ranked nonconference games, rivalry/neutral-site games, notable Big Ten games against ranked/top opponents, Lou Henson retirement context, and postseason NIT game.” }, “baseline_sources”: [ { “source_type”: “season_schedule”, “publisher”: “Sports Reference”, “url”:…

3:50 AM — Research 1995-96 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_035055_b957cb · Messages: 22 · Tools: 14

Started with: Research 1995-96 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1995-96 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

3:50 AM — Research 1995-96 Illinois MBB January 1996 games; return source-backed narrative

Source: subagent · Session: 20260906_035054_f70c93 · Messages: 31 · Tools: 19

Started with: Research 1995-96 Illinois MBB January 1996 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “month”: “January 1996”, “kg_writes”: false }, “sources”: [ { “source_id”: “official_schedule”, “title”: “1995-96 Men’s Basketball Schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research 1995-96 Illinois MBB January 1996 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1995-96”, “month”: “January 1996”, “kg_writes”: false }, “sources”: [ { “source_id”: “official_schedule”, “title”: “1995-96 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1995-96”, “use”: “official schedule/results verification” }, { “source_id”: “sports_reference_schedule”, “title”: “1995-96 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”:…

4:00 AM — Research 1994-95 Illinois MBB January 1995 games; return source-backed narrative

Source: subagent · Session: 20260906_040018_e3262b · Messages: 28 · Tools: 16

Started with: Research 1994-95 Illinois MBB January 1995 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “month”: “January 1995”, “no_kg_writes”: true }, “source_urls”: [ { “source_id”: “official_schedule”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 1994-95 Illinois MBB January 1995 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “month”: “January 1995”, “no_kg_writes”: true }, “source_urls”: [ { “source_id”: “official_schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1994-95”, “type”: “official_schedule”, “notes”: “University of Illinois official 1994-95 men’s basketball schedule; verifies dates, opponents, sites, results, overall/conference records.” }, { “source_id”: “sports_reference_schedule”, “url”:…

4:00 AM — Research 1994-95 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_040019_5efb90 · Messages: 19 · Tools: 11

Started with: Research 1994-95 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “head_coach”: “Lou Henson”, “conference”: “Big Ten”, “overall_record”: “19-12”, “conference_record”: “10-8”,…

Subjects: Research

Conversation excerpts

Clay: Research 1994-95 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “head_coach”: “Lou Henson”, “conference”: “Big Ten”, “overall_record”: “19-12”, “conference_record”: “10-8”, “conference_finish”: “T-5th / 5th listed by Sports-Reference”, “postseason”: { “tournament”: “NCAA Tournament”, “seed”: 11, “region”: “East”, “result”: “Lost East First Round to No. 6 Tulsa, 68-62”, “site”: “Knickerbocker Arena, Albany, N.Y.”, “date”: “1995-03-17” }, “ratings_and_profile”: { “points_per_game”: 73.1, “points_allowed_per_game”:…

4:00 AM — Build a verified 1994-95 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_040019_fc603b · Messages: 25 · Tools: 14

Started with: Build a verified 1994-95 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_1994_95_schedule_results_seed.json. - Built a verified 31-game 1994-95 Illinois MBB schedule/results seed with: - All countable games, phases, sites, scores, OT flags, running…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1994-95 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_1994_95_schedule_results_seed.json. - Built a verified 31-game 1994-95 Illinois MBB schedule/results seed with: - All countable games, phases, sites, scores, OT flags, running overall/conference records. - Season overview narrative, final record, Big Ten record/finish, AP poll notes, Sports-Reference metrics, and NCAA Tournament result. - Official Illinois schedule as primary source plus Sports-Reference cross-checks and extra source notes. - Verified derived totals programmatically: - Overall: 19-12 -…

4:00 AM — Research 1994-95 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_040019_07ad57 · Messages: 38 · Tools: 27

Started with: Research 1994-95 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1994-95 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “topics_requested”: […

Subjects: Research

Conversation excerpts

Clay: Research 1994-95 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1994-95 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “topics_requested”: [ “program direction”, “postseason”, “Lou Henson”, “major wins/losses”, “public/fan/community/beat narratives” ], “kg_writes”: false }, “summary”: { “overall_read”: “The most source-visible narratives around the 1994-95 Illini center on a transitional Lou Henson-era team: still good enough for the NCAA field, led by young Kiwane Garris…

4:00 AM — Research 1994-95 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_040019_bdd5a7 · Messages: 40 · Tools: 21

Started with: Research 1994-95 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1994-95 Illinois MBB player/availability/roster narrative context tied to games”, “season”: “1994-95”, “program”: “Illinois Fighting Illini men’s basketball”, “source_backed_findings”: [ { “type”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1994-95 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1994-95 Illinois MBB player/availability/roster narrative context tied to games”, “season”: “1994-95”, “program”: “Illinois Fighting Illini men’s basketball”, “source_backed_findings”: [ { “type”: “season_context”, “game_tie”: “preseason / opening context”, “claim”: “Illinois entered 1994-95 expected to be nationally relevant, ranked No. 25 in the AP preseason poll.”, “people”: [], “source_refs”: [ “source_1995_96_media_guide_lines_10023_10027” ] }, { “type”: “availability”, “game_tie”: “preseason practice / before San…

4:00 AM — Research 1994-95 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_040018_c82a79 · Messages: 14 · Tools: 7

Started with: Research 1994-95 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “postseason_status”: { “ncaa_tournament”: { “made_tournament”: true, “seed”: 11, “region”: “East”, “result”: “Lost in East First Round”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1994-95 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1994-95”, “postseason_status”: { “ncaa_tournament”: { “made_tournament”: true, “seed”: 11, “region”: “East”, “result”: “Lost in East First Round”, “opponent”: “Tulsa”, “opponent_seed”: 6, “score”: “Tulsa 68, Illinois 62”, “date”: “1995-03-17”, “site”: “Albany, NY / Albany, N.Y.”, “venue”: “Knickerbocker Arena”, “sources”: [ { “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1995-schedule.html”, “title”: “1994-95 Illinois Fighting Illini Men’s Schedule and…

4:00 AM — Research independent/opponent coverage for important 1994-95 Illinois MBB games;

Source: subagent · Session: 20260906_040019_6f5147 · Messages: 24 · Tools: 17

Started with: Research independent/opponent coverage for important 1994-95 Illinois MBB games; return source-backed JSON only.

Early response: { “season”: “1994-95”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent_or_opponent_coverage_discovery”, “kg_writes”: false, “baseline_sources”: [ { “source_type”: “schedule_baseline”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1994-95 Illinois MBB games; return source-backed JSON only.

Hermes: { “season”: “1994-95”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent_or_opponent_coverage_discovery”, “kg_writes”: false, “baseline_sources”: [ { “source_type”: “schedule_baseline”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1995-schedule.html”, “access_status”: “public”, “evidence”: “Lists Illinois 19-12, 10-8 Big Ten, NCAA first-round loss 68-62 vs #6 Tulsa; includes full 1994-95 game-by-game schedule.” }, { “source_type”: “official_illinois_schedule”,…

4:00 AM — Research 1994-95 Illinois MBB February 1-February 15, 1995 games; return source-

Source: subagent · Session: 20260906_040018_3c2ad7 · Messages: 36 · Tools: 21

Started with: Research 1994-95 Illinois MBB February 1-February 15, 1995 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “date_range”: { “start”: “1995-02-01”, “end”: “1995-02-15” }, “kg_writes_performed”: false }, “schedule_verification”: { “games_found”: 5,…

Subjects: Research

Conversation excerpts

Clay: Research 1994-95 Illinois MBB February 1-February 15, 1995 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “date_range”: { “start”: “1995-02-01”, “end”: “1995-02-15” }, “kg_writes_performed”: false }, “schedule_verification”: { “games_found”: 5, “games”: [ { “date”: “1995-02-01”, “opponent”: “Iowa”, “site”: “Carver-Hawkeye Arena, Iowa City, Iowa”, “home_away_neutral”: “away”, “result”: “W”, “score”: { “illinois”: 79, “opponent”: 74 }, “illinois_record_after”: “14-6”, “big_ten_record_after”: “5-3”, “sources”: […

4:00 AM — Research 1994-95 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_040017_c7ffa2 · Messages: 60 · Tools: 34

Started with: Research 1994-95 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “1994-95”, “program”: “Illinois men’s basketball”, “scope”: “source-backed exhibitions/preseason and November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1994-95…

Subjects: Research

Conversation excerpts

Clay: Research 1994-95 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “1994-95”, “program”: “Illinois men’s basketball”, “scope”: “source-backed exhibitions/preseason and November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1994-95 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1994-95”, “notes”: “Official Illinois schedule/results page; regular-season results and box-score links.” }, { “id”: “official_media_guide_1994_95”, “title”: “Illinois basketball guide. 1994-95”, “url”:…

4:00 AM — Research 1994-95 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_040018_fd5f67 · Messages: 15 · Tools: 10

Started with: Research 1994-95 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “date_range”: “1995-02-16 through final played game”, “final_played_game”: “1995-03-17 vs Tulsa, NCAA Tournament East First Round” }, “sources”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1994-95 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1994-95”, “date_range”: “1995-02-16 through final played game”, “final_played_game”: “1995-03-17 vs Tulsa, NCAA Tournament East First Round” }, “sources”: [ { “id”: “sports_reference_illinois_schedule_1995”, “title”: “1994-95 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1995-schedule.html” }, { “id”: “fightingillini_schedule_1994_95”, “title”: “1994-95 Men’s Basketball Schedule - University of Illinois…

4:00 AM — Research 1994-95 Illinois basketball

Source: discord · Session: 20260906_040032_c2eb3297 · Messages: 224 · Tools: 80

Started with: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_ed3a0ffb] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on…

Early response: 1994–95 checkpoint handled. - Research batch complete: 10/10 subagents returned. - Local 1994–95 ledger built: - /home/clay/.hermes/workspace/illini_1994_95_game_narrative_backfill/staged_rows.json - **178…

Subjects: Research

Conversation excerpts

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_ed3a0ffb] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:00:19 (5m26s ago) Role: leaf Model: ? Total duration: 328.65s --- ✓ TASK 1/10: Research 1994-95 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_ed3a0ffb] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:00:19 (5m26s ago) Role: leaf Model: ? Total duration: 328.65s --- ✓ TASK 1/10: Research 1994-95 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

Hermes: 1994–95 checkpoint handled. - Research batch complete: 10/10 subagents returned. - Local 1994–95 ledger built: - /home/clay/.hermes/workspace/illini_1994_95_game_narrative_backfill/staged_rows.json - 178 rows total - 153 facts - 25 editorial hooks - 87 source URLs - Verified schedule seed exists: - /home/clay/illinois_mbb_1994_95_schedule_results_seed.json - 31 countable games - final record 19–12 - Big Ten 10–8 - NCAA Tournament: No. 11 East, lost to No. 6 Tulsa, 68–62 - **Source pointer…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_f3537b9c] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:10:22 (7m38s ago) Role: leaf Model: ? Total duration: 460.84s --- ✓ TASK 1/10: Research 1993-94 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

Hermes: 1993–94 checkpoint is processed. - Research batch complete: 10/10 subagents returned. - Local 1993–94 ledger built: - /home/clay/.hermes/workspace/illini_1993_94_game_narrative_backfill/staged_rows.json - 157 rows total - 138 facts - 19 editorial hooks - 83 source URLs - Verified schedule seed exists: - /home/clay/illinois_mbb_1993_94_schedule_results_seed.json - 28 countable games - final record 17–11 - Big Ten 10–8 - home 15–1, away 2–8, neutral 0–2 - NCAA Tournament: **No. 8…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_1e10fe56] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:20:08 (5m34s ago) Role: leaf Model: ? Total duration: 336.16s --- ✓ TASK 1/10: Research 1992-93 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

Hermes: 1992–93 checkpoint is processed. - Research batch complete: 10/10 subagents returned. - Local 1992–93 ledger built: - /home/clay/.hermes/workspace/illini_1992_93_game_narrative_backfill/staged_rows.json - 173 rows total - 158 facts - 15 editorial hooks - 94 source URLs - Verified schedule seed exists: - /home/clay/illinois_mbb_1992_93_schedule_results_seed.json - 32 countable games - final record 19–13 - Big Ten 11–7 - NCAA Tournament: No. 6 West - beat No. 11 Long Beach State, 75–72 - lost…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_ee2f99c6] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:27:46 (3m43s ago) Role: leaf Model: ? Total duration: 225.45s --- ✓ TASK 1/10: Research 1991-92 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

Hermes: 1991–92 checkpoint is processed. - Research batch complete: 10/10 subagents returned. - Local 1991–92 ledger built: - /home/clay/.hermes/workspace/illini_1991_92_game_narrative_backfill/staged_rows.json - 159 rows total - 146 facts - 13 editorial hooks - 77 source URLs - Verified schedule seed exists: - /home/clay/illini_1991_92_mbb_schedule_seed.json - 28 countable games - final record 13–15 - Big Ten 7–11 - home/away/neutral 11–5 / 2–9 / 0–1 - No NCAA/NIT postseason - **Source pointer…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_9b1bf785] A background fan-out of 10 subagent(s) you dispatched earlier has finished. All ran in parallel and waited on each other; their consolidated results are below. You may have moved on since dispatching — act on these or re-dispatch if things have changed. Dispatched: 2026-09-06 04:33:35 (10m ago) Role: leaf Model: ? Total duration: 602.64s --- ✓ TASK 1/10: Research 1990-91 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON…

…112 more messages omitted from this static excerpt.

4:10 AM — Research 1993-94 Illinois MBB January 1994 games; return source-backed narrative

Source: subagent · Session: 20260906_041021_9a767e · Messages: 33 · Tools: 17

Started with: Research 1993-94 Illinois MBB January 1994 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “month”: “1994-01”, “scope”: “January 1994 regular-season games only”, “sources”: [ { “id”: “sports_reference_1994_schedule”, “type”:…

Subjects: Research

Conversation excerpts

Clay: Research 1993-94 Illinois MBB January 1994 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “month”: “1994-01”, “scope”: “January 1994 regular-season games only”, “sources”: [ { “id”: “sports_reference_1994_schedule”, “type”: “schedule/results/season context”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1994-schedule.html”, “notes”: “Used to verify dates, opponents, locations, scores, ranked opponents, running record, final season record, Big Ten record, coach, SRS/SOS, NCAA result.” }, { “id”: “sports_reference_1994_roster_stats”, “type”:…

4:10 AM — Research 1993-94 Illinois MBB February 1-February 15, 1994 games; return source-

Source: subagent · Session: 20260906_041021_ef4e96 · Messages: 45 · Tools: 28

Started with: Research 1993-94 Illinois MBB February 1-February 15, 1994 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “date_window”: “1994-02-01_to_1994-02-15”, “games_found”: 4, “note”: “No Illinois game found on Feb. 1; games in window were Feb. 2, Feb. 9,…

Subjects: Research

Conversation excerpts

Clay: Research 1993-94 Illinois MBB February 1-February 15, 1994 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “date_window”: “1994-02-01_to_1994-02-15”, “games_found”: 4, “note”: “No Illinois game found on Feb. 1; games in window were Feb. 2, Feb. 9, Feb. 12, and Feb. 15.” }, “games”: [ { “date”: “1994-02-02”, “opponent”: “Penn State”, “site”: “Rec Hall, State College, Pa.”, “result”: “W 83-65”, “illinois_record_after”: “12-5”, “big_ten_record_after”: “5-3”, “narrative_facts”: [ { “fact”: “Illinois led 43-22 at halftime and won by 18 on the road.”, “sources”:…

4:10 AM — Research 1993-94 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_041020_bccd7b · Messages: 44 · Tools: 24

Started with: Research 1993-94 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “exhibition/preseason plus November-December games”, “sources”: [ { “id”: “official_schedule”, “title”: “1993-94 Men’s Basketball Schedule -…

Subjects: Research

Conversation excerpts

Clay: Research 1993-94 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “exhibition/preseason plus November-December games”, “sources”: [ { “id”: “official_schedule”, “title”: “1993-94 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1993-94”, “use”: “official dates, sites, results” }, { “id”: “official_stats”, “title”: “1993-94 Men’s Basketball Cumulative Statistics - University of Illinois Athletics”, “url”:…

4:10 AM — Build a verified 1993-94 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_041022_c6e3a0 · Messages: 28 · Tools: 14

Started with: Build a verified 1993-94 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed for 1993-94 Illinois men’s basketball schedule/results and season narrative. - Created: /home/clay/illinois_mbb_1993_94_schedule_results_seed.json - Also saved fetched source…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1993-94 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed for 1993-94 Illinois men’s basketball schedule/results and season narrative. - Created: /home/clay/illinois_mbb_1993_94_schedule_results_seed.json - Also saved fetched source HTML for traceability: - /home/clay/illinois_1993_94_sr_schedule.html - /home/clay/illinois_1993_94_sr_season.html - /home/clay/illinois_1993_94_wikipedia.html - Contents include: - All 28 countable games - Dates, phases, sites, opponents, ranks where present, scores, OT flags, arenas - Running records/streaks - Season-level…

4:10 AM — Research 1993-94 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_041022_d57c07 · Messages: 23 · Tools: 16

Started with: Research 1993-94 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “player/availability/roster narrative context tied to games”, “kg_writes_performed”: false, “sources”: [ { “source_id”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1993-94 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “player/availability/roster narrative context tied to games”, “kg_writes_performed”: false, “sources”: [ { “source_id”: “src_official_roster_1993_94”, “title”: “1993-94 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1993-94”, “publisher”: “University of Illinois Athletics”, “evidence”: “Roster lists Kiwane Garris (#22, G, Fr., 6-2, 175, Chicago/Westinghouse), Deon Thomas (#25, F/C, R-Sr., 6-9,…

4:10 AM — Research 1993-94 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_041022_16cdd0 · Messages: 41 · Tools: 27

Started with: Research 1993-94 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1993-94 Illinois men’s basketball public discussions/fan/local media narratives; return source-backed JSON only.”, “program”: “Illinois men’s basketball”, “season”: “1993-94”, “kg_writes”: false,…

Subjects: Research

Conversation excerpts

Clay: Research 1993-94 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1993-94 Illinois men’s basketball public discussions/fan/local media narratives; return source-backed JSON only.”, “program”: “Illinois men’s basketball”, “season”: “1993-94”, “kg_writes”: false, “summary”: { “what_i_did”: [ “Searched web-accessible sources for 1993-94 Illinois MBB narratives, especially Daily Illini/IDNC, local media, fan/public retrospectives, postseason framing, Lou Henson, Deon Thomas, and program-direction themes.”, “Fetched available full-text pages where possible and used search-result snippets only…

4:10 AM — Research 1993-94 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_041021_4f683f · Messages: 13 · Tools: 8

Started with: Research 1993-94 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “postseason_status”: “Played in NCAA Tournament”, “narrative_facts”: [ { “fact”: “Illinois qualified for the 1994 NCAA Division I men’s basketball…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1993-94 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “postseason_status”: “Played in NCAA Tournament”, “narrative_facts”: [ { “fact”: “Illinois qualified for the 1994 NCAA Division I men’s basketball tournament, not the NIT.”, “confidence”: “high”, “citations”: [ { “title”: “1993-94 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1994-schedule.html”, “evidence”: “Sports-Reference lists an NCAA game on Mar. 18, 1994 and summarizes Illinois as losing in the…

4:10 AM — Research 1993-94 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_041021_ebc81a · Messages: 36 · Tools: 19

Started with: Research 1993-94 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “source_note”: “No knowledge-graph writes performed; facts below are source-backed from official Illinois Athletics pages, Sports-Reference, Big Ten…

Subjects: Research

Conversation excerpts

Clay: Research 1993-94 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “source_note”: “No knowledge-graph writes performed; facts below are source-backed from official Illinois Athletics pages, Sports-Reference, Big Ten Sports-Reference, and contemporary/newspaper-indexed reporting where noted.”, “sources”: [ { “id”: “src_official_schedule”, “title”: “1993-94 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1993-94”, “supports”: [ “overall record”, “conference record”,…

4:10 AM — Research 1993-94 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_041021_a5d5af · Messages: 24 · Tools: 15

Started with: Research 1993-94 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1993-94 Illinois men’s basketball from Feb. 16 through final played game, including postseason context”, “scope_note”: “Illinois had no game on Feb. 16, 1994; the first game after that date was Feb.…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1993-94 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1993-94 Illinois men’s basketball from Feb. 16 through final played game, including postseason context”, “scope_note”: “Illinois had no game on Feb. 16, 1994; the first game after that date was Feb. 19 at Iowa. Feb. 15 vs. Ohio State is included only as a boundary reference because it immediately precedes the requested window.”, “team_season_summary”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1993-94”, “coach”: “Lou Henson”, “final_record”: “17-11”, “big_ten_record”: “10-8”, “big_ten_finish”:…

4:10 AM — Research independent/opponent coverage for important 1993-94 Illinois MBB games;

Source: subagent · Session: 20260906_041022_19dce1 · Messages: 22 · Tools: 16

Started with: Research independent/opponent coverage for important 1993-94 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “Independent/opponent-side coverage for important games; no KG writes performed.”, “research_notes”: { “selection_basis”: [ “Games against ranked…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1993-94 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1993-94”, “scope”: “Independent/opponent-side coverage for important games; no KG writes performed.”, “research_notes”: { “selection_basis”: [ “Games against ranked opponents”, “NCAA tournament game”, “rivalry/retrospective significance”, “milestone or upset games with accessible independent wire/newspaper/opponent sources” ], “primary_schedule_sources”: [ { “title”: “1993-94 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

4:20 AM — Research 1992-93 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_042006_6db24f · Messages: 14 · Tools: 8

Started with: Research 1992-93 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: { “requested_window”: “1993-02-16 through final played game”, “first_game_in_window”: “1993-02-17”, “final_played_game”: “1993-03-20” },…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1992-93 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: { “requested_window”: “1993-02-16 through final played game”, “first_game_in_window”: “1993-02-17”, “final_played_game”: “1993-03-20” }, “season_context”: { “overall_record”: “19-13”, “big_ten_record”: “11-7”, “big_ten_finish”: “tied for 3rd”, “coach”: “Lou Henson”, “conference_context”: “Indiana won the Big Ten regular-season championship; the Big Ten had no conference tournament; Illinois was one of five Big Ten NCAA Tournament teams.”, “sources”: […

4:20 AM — Research 1992-93 Illinois MBB February 1-February 15, 1993 games; return source-

Source: subagent · Session: 20260906_042006_5320af · Messages: 32 · Tools: 21

Started with: Research 1992-93 Illinois MBB February 1-February 15, 1993 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “date_window”: “1993-02-01/1993-02-15”, “games_verified”: [ { “date”: “1993-02-04”, “opponent”: “Iowa”, “opponent_rank”: 9, “site”: “Assembly Hall,…

Subjects: Research

Conversation excerpts

Clay: Research 1992-93 Illinois MBB February 1-February 15, 1993 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “date_window”: “1993-02-01/1993-02-15”, “games_verified”: [ { “date”: “1993-02-04”, “opponent”: “Iowa”, “opponent_rank”: 9, “site”: “Assembly Hall, Champaign, Ill.”, “conference_game”: true, “result”: “W”, “score”: “Illinois 78, Iowa 77”, “illinois_record_after”: “13-6”, “big_ten_record_after”: “6-2”, “narrative_facts”: [ { “fact”: “Illinois beat No. 9 Iowa on an Andy Kaufmann three-pointer at the buzzer.”, “sources”: [“s1”, “s3”, “s4”] }, { “fact”: “Kaufmann led Illinois with 25…

4:20 AM — Research 1992-93 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_042007_5f3705 · Messages: 45 · Tools: 26

Started with: Research 1992-93 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1992-93 Illinois MBB player/availability/roster narrative context tied to games; source-backed JSON only; no KG writes.”, “program”: “Illinois men’s basketball”, “season”: “1992-93”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1992-93 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1992-93 Illinois MBB player/availability/roster narrative context tied to games; source-backed JSON only; no KG writes.”, “program”: “Illinois men’s basketball”, “season”: “1992-93”, “no_kg_writes_performed”: true, “research_status”: { “completed”: true, “limitations”: [ { “source”: “Illinois Digital Newspaper Collections”, “issue”: “Direct page fetches were blocked by challenge/403 in browserless tools; usable evidence came from indexed search snippets and URLs rather than full OCR text.”, “affected_urls”: […

4:20 AM — Research 1992-93 Illinois MBB January 1993 games; return source-backed narrative

Source: subagent · Session: 20260906_042006_f2d9ac · Messages: 34 · Tools: 19

Started with: Research 1992-93 Illinois MBB January 1993 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “January 1993 games”, “summary”: { “january_record”: “5-2”, “all_games_were_big_ten”: true, “record_entering_january”: “7-4”,…

Subjects: Research

Conversation excerpts

Clay: Research 1992-93 Illinois MBB January 1993 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “January 1993 games”, “summary”: { “january_record”: “5-2”, “all_games_were_big_ten”: true, “record_entering_january”: “7-4”, “record_after_january”: “12-6”, “conference_record_after_january”: “5-2”, “narrative”: “Illinois opened Big Ten play by winning two road games, including a low-scoring 52-39 defensive win at Michigan State, then split two ranked-opponent tests against No. 6 Indiana and No. 5 Michigan before closing January with three wins in four games. Deon Thomas…

4:20 AM — Build a verified 1992-93 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_042007_e79765 · Messages: 30 · Tools: 15

Started with: Build a verified 1992-93 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed for 1992-93 Illinois men’s basketball schedule/results: - /home/clay/illinois_mbb_1992_93_schedule_results_seed.json - Contents include: - Season identifiers, coach,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1992-93 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed for 1992-93 Illinois men’s basketball schedule/results: - /home/clay/illinois_mbb_1992_93_schedule_results_seed.json - Contents include: - Season identifiers, coach, season-level narrative overview - All 32 countable games - Dates, phases, sites, opponents, scores, OT flags/periods, running records - NCAA Tournament results - Verification block with derived totals and source-conflict notes - Source URLs for Sports-Reference and official FightingIllini schedule pages - Verification completed: - Parsed…

4:20 AM — Research 1992-93 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_042006_261a39 · Messages: 13 · Tools: 8

Started with: Research 1992-93 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “postseason_status”: { “made_postseason”: true, “tournament”: “NCAA Division I men’s basketball tournament”, “nit”: false, “ncaa”: true, “seed”: 6,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1992-93 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “postseason_status”: { “made_postseason”: true, “tournament”: “NCAA Division I men’s basketball tournament”, “nit”: false, “ncaa”: true, “seed”: 6, “region”: “West”, “finish”: “Lost in second round” }, “narrative_facts”: [ { “fact”: “Illinois played in the 1993 NCAA tournament, not the NIT, after a 1992-93 season in which the official athletics schedule lists the team at 19-13 overall and 11-7 in the Big Ten.”, “citations”: [ { “source_id”: “fightingillini_schedule_1992_93”,…

4:20 AM — Research independent/opponent coverage for important 1992-93 Illinois MBB games;

Source: subagent · Session: 20260906_042007_3dbddf · Messages: 21 · Tools: 15

Started with: Research independent/opponent coverage for important 1992-93 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “independent/opponent coverage discovery for important games; no KG writes”, “important_games”: [ { “date”: “1992-11-27”, “opponent”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1992-93 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “independent/opponent coverage discovery for important games; no KG writes”, “important_games”: [ { “date”: “1992-11-27”, “opponent”: “Vanderbilt”, “site”: “Anchorage, Alaska”, “result”: “Illinois 93, Vanderbilt 77”, “importance”: [ “early-season neutral-site win over later No. 3 NCAA West seed Vanderbilt”, “same opponent later eliminated Illinois in NCAA second round” ], “sources_found”: [ { “source_type”: “season_reference”, “publisher”: “Sports-Reference”, “title”:…

4:20 AM — Research 1992-93 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_042007_d77daf · Messages: 30 · Tools: 17

Started with: Research 1992-93 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “team”: “Illinois Fighting Illini”, “source_backed”: true, “no_kg_writes”: true, “summary”: { “overall_record”: “19-13”, “conference_record”: “11-7”,…

Subjects: Research

Conversation excerpts

Clay: Research 1992-93 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “team”: “Illinois Fighting Illini”, “source_backed”: true, “no_kg_writes”: true, “summary”: { “overall_record”: “19-13”, “conference_record”: “11-7”, “conference”: “Big Ten”, “conference_finish”: “T-3rd / 3rd-listed tie with Iowa in Big Ten standings”, “head_coach”: “Lou Henson”, “postseason”: { “competition”: “NCAA Tournament”, “region”: “West”, “seed”: 6, “result”: “Second Round”, “games”: [ { “round”: “West First Round”, “opponent”: “Long Beach State”, “opponent_seed”: 11,…

4:20 AM — Research 1992-93 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_042006_1700fb · Messages: 63 · Tools: 36

Started with: Research 1992-93 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1992-93 Illinois men’s basketball exhibition/preseason and November-December games; no KG writes.”, “status”: “completed”, “sources”: [ { “id”: “official_schedule”, “title”: “1992-93 Men’s…

Subjects: Research

Conversation excerpts

Clay: Research 1992-93 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1992-93 Illinois men’s basketball exhibition/preseason and November-December games; no KG writes.”, “status”: “completed”, “sources”: [ { “id”: “official_schedule”, “title”: “1992-93 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1992-93”, “type”: “official_schedule_results” }, { “id”: “official_schedule_text”, “title”: “1992-93 Men’s Basketball Schedule - University of Illinois Athletics, text view”, “url”:…

4:20 AM — Research 1992-93 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_042008_76e1f9 · Messages: 29 · Tools: 19

Started with: Research 1992-93 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “Public discussions, fan/local media narratives, program-direction/postseason/Lou Henson narratives; no KG writes performed.”, “high_level_read”:…

Subjects: Research

Conversation excerpts

Clay: Research 1992-93 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1992-93”, “scope”: “Public discussions, fan/local media narratives, program-direction/postseason/Lou Henson narratives; no KG writes performed.”, “high_level_read”: { “season_context”: “The 1992-93 Illinois team finished 19-13 overall and 11-7 in the Big Ten under Lou Henson, tied/placed third in the conference, received an at-large NCAA Tournament bid as a No. 6 seed in the West, beat No. 11 Long Beach State 75-72, and lost to No. 3 Vanderbilt 85-68 in the second round.”,…

4:27 AM — Research 1991-92 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_042744_ee62ce · Messages: 13 · Tools: 8

Started with: Research 1991-92 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “postseason_status”: “no_postseason”, “postseason_tournaments”: { “ncaa”: { “participated”: false, “seed”: null, “region”: null, “opponents”: [], “result”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1991-92 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “postseason_status”: “no_postseason”, “postseason_tournaments”: { “ncaa”: { “participated”: false, “seed”: null, “region”: null, “opponents”: [], “result”: null, “site”: null }, “nit”: { “participated”: false, “seed”: null, “region”: null, “opponents”: [], “result”: null, “site”: null } }, “narrative_facts”: [ { “fact”: “Illinois did not play in a postseason tournament after the 1991-92 regular season.”, “evidence”: “The University of Illinois year-by-year records table lists the…

4:27 AM — Build a verified 1991-92 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_042745_cff7e8 · Messages: 28 · Tools: 14

Started with: Build a verified 1991-92 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified the 1991-92 Illinois MBB schedule/results seed JSON. - Created: /home/clay/illini_1991_92_mbb_schedule_seed.json - Contents include: - All 28 countable games - Dates, phases, sites, opponents,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1991-92 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified the 1991-92 Illinois MBB schedule/results seed JSON. - Created: /home/clay/illini_1991_92_mbb_schedule_seed.json - Contents include: - All 28 countable games - Dates, phases, sites, opponents, locations/arenas, scores, AP opponent ranks where present - OT flags and OT periods - Running overall and Big Ten records - Season-level narrative overview - Source URLs, verification block, and source-conflict notes - Verification passed via local script: - Overall: 13-15 - Big Ten: 7-11 - Home/Away/Neutral: `11-5 / 2-9 /…

4:27 AM — Research 1991-92 Illinois MBB January 1992 games; return source-backed narrative

Source: subagent · Session: 20260906_042744_7661e8 · Messages: 35 · Tools: 19

Started with: Research 1991-92 Illinois MBB January 1992 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “January 1992 games”, “overall_january_record”: “2-6”, “conference_january_record”: “2-5”, “verified_games”: [ { “date”: “1992-01-04”, “opponent”:…

Subjects: Research

Conversation excerpts

Clay: Research 1991-92 Illinois MBB January 1992 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “January 1992 games”, “overall_january_record”: “2-6”, “conference_january_record”: “2-5”, “verified_games”: [ { “date”: “1992-01-04”, “opponent”: “Connecticut”, “opponent_rank”: 5, “site”: “Assembly Hall”, “result”: “L 66-70”, “narrative_facts”: [ “Illinois led 37-36 at halftime but was outscored 34-29 after halftime.”, “Deon Thomas carried Illinois with 26 points and 11 rebounds on 10-of-20 shooting.”, “Connecticut’s Chris Smith scored 33 points, the game high.” ],…

4:27 AM — Research 1991-92 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_042745_679402 · Messages: 24 · Tools: 12

Started with: Research 1991-92 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “summary”: { “overall_record”: “13-15”, “big_ten_record”: “7-11”, “big_ten_finish”: “8th”, “head_coach”: “Lou Henson”, “postseason”: “No NCAA or NIT…

Subjects: Research

Conversation excerpts

Clay: Research 1991-92 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “summary”: { “overall_record”: “13-15”, “big_ten_record”: “7-11”, “big_ten_finish”: “8th”, “head_coach”: “Lou Henson”, “postseason”: “No NCAA or NIT postseason appearance found in the season schedule/results; Sports-Reference lists all 28 games as regular-season games.”, “ranking_profile”: { “ap_preseason”: “unranked”, “ap_final”: “unranked”, “weekly_ap_poll”: “unranked every listed week” }, “source_refs”: [ “sports_reference_illinois_1992”,…

4:27 AM — Research independent/opponent coverage for important 1991-92 Illinois MBB games;

Source: subagent · Session: 20260906_042745_8360c1 · Messages: 35 · Tools: 24

Started with: Research independent/opponent coverage for important 1991-92 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “independent/opponent coverage for important games”, “kg_writes”: false, “sources_consulted”: [ { “type”: “official_illinois_schedule”, “title”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1991-92 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “independent/opponent coverage for important games”, “kg_writes”: false, “sources_consulted”: [ { “type”: “official_illinois_schedule”, “title”: “1991-92 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1991-92”, “use”: “baseline dates, opponents, ranks, sites, scores” }, { “type”: “sports_reference_schedule”, “title”: “1991-92 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

4:27 AM — Research 1991-92 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_042744_d70da2 · Messages: 26 · Tools: 15

Started with: Research 1991-92 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “exhibition/preseason plus November-December 1991 games”, “sources”: [ { “id”: “official_schedule_text”, “type”: “official_schedule”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 1991-92 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “exhibition/preseason plus November-December 1991 games”, “sources”: [ { “id”: “official_schedule_text”, “type”: “official_schedule”, “url”: “https://fightingillini.com/services/schedule_txt.ashx?schedule=20”, “notes”: “University of Illinois official text schedule; lists 1991-92 record and all game dates/results.” }, { “id”: “official_schedule_page”, “type”: “official_schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1991-92”, “notes”:…

4:27 AM — Research 1991-92 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_042746_94e994 · Messages: 36 · Tools: 25

Started with: Research 1991-92 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “task_scope”: “Public discussions, fan/local media narratives, postseason/program-direction/Lou Henson framing; no KG writes.”, “overall_assessment”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1991-92 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “task_scope”: “Public discussions, fan/local media narratives, postseason/program-direction/Lou Henson framing; no KG writes.”, “overall_assessment”: { “confidence”: “medium”, “summary”: “The accessible record points to a locally salient disappointment narrative: Illinois fell to 13-15 and 7-11 in the Big Ten, its first losing season since 1977-78 and a break from the 1980s/early-1990s expectation of 20-win/NCAA-level basketball under Lou Henson. Daily Illini search snippets…

4:27 AM — Research 1991-92 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_042745_12430c · Messages: 35 · Tools: 23

Started with: Research 1991-92 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “player/availability/roster narrative context tied to games”, “writes_to_kg”: false, “summary”: { “what_i_did”: “Researched official roster/stat…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1991-92 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “player/availability/roster narrative context tied to games”, “writes_to_kg”: false, “summary”: { “what_i_did”: “Researched official roster/stat pages plus contemporary newspaper accounts for 1991-92 Illinois MBB context around Deon Thomas, Lou Henson, Andy Kaufmann, availability, roles, and game-linked narratives.”, “what_i_found”: “The season narrative is strongly shaped by Andy Kaufmann’s academic ineligibility/removal from the playing roster, Lou Henson planning as if…

4:27 AM — Research 1991-92 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_042744_f6999f · Messages: 25 · Tools: 14

Started with: Research 1991-92 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “Games from February 16, 1992 through the final played game, plus postseason context”, “overall_context”: { “final_record”: “13-15”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1991-92 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1991-92”, “scope”: “Games from February 16, 1992 through the final played game, plus postseason context”, “overall_context”: { “final_record”: “13-15”, “conference_record”: “7-11”, “conference_finish”: “8th in Big Ten per Sports-Reference”, “coach”: “Lou Henson”, “source_ids”: [“official_schedule”, “sports_reference_schedule”], “caveat”: “The official Illinois schedule gives overall/conference records but not conference finish; Sports-Reference supplies the Big Ten finish.” },…

4:27 AM — Research 1991-92 Illinois MBB February 1-February 15, 1992 games; return source-

Source: subagent · Session: 20260906_042744_6148cf · Messages: 31 · Tools: 20

Started with: Research 1991-92 Illinois MBB February 1-February 15, 1992 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1991-92 Illinois men’s basketball games from 1992-02-01 through 1992-02-15; no KG writes.”, “season_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1991-92”, “coach”:…

Subjects: Research

Conversation excerpts

Clay: Research 1991-92 Illinois MBB February 1-February 15, 1992 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1991-92 Illinois men’s basketball games from 1992-02-01 through 1992-02-15; no KG writes.”, “season_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1991-92”, “coach”: “Lou Henson”, “final_record”: “13-15”, “big_ten_record”: “7-11”, “conference_finish”: “8th in Big Ten”, “source_ids”: [“sports_reference_illinois_schedule”, “sports_reference_illinois_roster”] }, “games”: [ { “date”: “1992-02-01”, “opponent”: “Northwestern”, “site”: “Welsh-Ryan Arena, Evanston, Ill.”, “result”: “L”, “score”: {…

4:33 AM — Research 1990-91 Illinois MBB February 1-February 15, 1991 games; return source-

Source: subagent · Session: 20260906_043333_94e75d · Messages: 35 · Tools: 24

Started with: Research 1990-91 Illinois MBB February 1-February 15, 1991 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “date_window”: { “start”: “1991-02-01”, “end”: “1991-02-15” }, “games_found”: 4, “overall_window_summary”: { “record_in_window”: “4-0”, “games”:…

Subjects: Research

Conversation excerpts

Clay: Research 1990-91 Illinois MBB February 1-February 15, 1991 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “date_window”: { “start”: “1991-02-01”, “end”: “1991-02-15” }, “games_found”: 4, “overall_window_summary”: { “record_in_window”: “4-0”, “games”: [“Wisconsin”, “Northwestern”, “at Purdue”, “at Minnesota”], “narrative_facts”: [ { “fact”: “Illinois swept all games played from Feb. 1 through Feb. 15, 1991, beating Wisconsin, Northwestern, Purdue, and Minnesota.”, “sources”: [“sports_reference_schedule”, “fightingillini_boxscores”] }, { “fact”: “The four wins extended Illinois’ winning…

4:33 AM — Research 1990-91 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_043333_e08c6b · Messages: 39 · Tools: 19

Started with: Research 1990-91 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “1991-02-16 through final played game, plus postseason context”, “facts”: { “late_season_record”: { “from_1991_02_16_through_1991_03_10”: “3-4”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1990-91 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “1991-02-16 through final played game, plus postseason context”, “facts”: { “late_season_record”: { “from_1991_02_16_through_1991_03_10”: “3-4”, “final_played_game_identified”: “1991-03-10 vs Indiana, Illinois lost 58-70 at Assembly Hall”, “official_final_overall_record”: “21-10”, “official_final_big_ten_record”: “11-7”, “official_context”: “Illinois’ official cumulative statistics list 31 games, 21-10 overall, 11-7 conference, with the last listed game on 1991-03-10…

4:33 AM — Research 1990-91 Illinois MBB January 1991 games; return source-backed narrative

Source: subagent · Session: 20260906_043333_079e28 · Messages: 11 · Tools: 5

Started with: Research 1990-91 Illinois MBB January 1991 games; return source-backed narrative facts JSON only.

Early response: Operation interrupted: waiting for model response (563.3s elapsed).

Subjects: Research

Conversation excerpts

Clay: Research 1990-91 Illinois MBB January 1991 games; return source-backed narrative facts JSON only.

Hermes: Operation interrupted: waiting for model response (563.3s elapsed).

4:33 AM — Research independent/opponent coverage for important 1990-91 Illinois MBB games;

Source: subagent · Session: 20260906_043334_4ce011 · Messages: 27 · Tools: 19

Started with: Research independent/opponent coverage for important 1990-91 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “Independent/opponent coverage for important Illinois games; no KG writes performed.”, “baseline_sources”: [ { “source_id”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1990-91 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “Independent/opponent coverage for important Illinois games; no KG writes performed.”, “baseline_sources”: [ { “source_id”: “sports_reference_illinois_1990_91_schedule”, “type”: “season_schedule”, “publisher”: “Sports Reference”, “title”: “1990-91 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1991-schedule.html”, “supports”: [ “Illinois finished 21-10 overall and 11-7 in Big Ten play.”, “Illinois…

4:33 AM — Build a verified 1990-91 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_043334_ad7767 · Messages: 28 · Tools: 14

Started with: Build a verified 1990-91 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed for 1990-91 Illinois men’s basketball schedule/results + season narrative. - Created: - /home/clay/illini_mbb_1990_91_schedule_results_seed.json - helper script:…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1990-91 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed for 1990-91 Illinois men’s basketball schedule/results + season narrative. - Created: - /home/clay/illini_mbb_1990_91_schedule_results_seed.json - helper script: /home/clay/build_illini_1990_91.py - Included: - 31 countable games - game dates, phases, opponents, site type/arena where available, scores, W/L, OT flags, running overall records, running Big Ten records, source URLs, and per-game verification notes - season-level overview/narrative, coach, records, points for/against, PPG/allowed,…

4:33 AM — Research 1990-91 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_043334_37ca3d · Messages: 33 · Tools: 17

Started with: Research 1990-91 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1990-91”, “scope_note”: “No knowledge-graph writes performed. Facts are source-backed from Sports-Reference, official Illinois cumulative statistics,…

Subjects: Research

Conversation excerpts

Clay: Research 1990-91 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1990-91”, “scope_note”: “No knowledge-graph writes performed. Facts are source-backed from Sports-Reference, official Illinois cumulative statistics, contemporaneous sanctions coverage, and existing Illini Hoops read-only roster context.”, “summary”: { “arc”: “A turbulent but competitive Lou Henson season played under a postseason ban. Illinois opened unevenly, steadied with a strong December run that included wins over Missouri, No. 10 LSU, and Memphis State, then absorbed…

4:33 AM — Research 1990-91 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_043334_a26595 · Messages: 33 · Tools: 19

Started with: Research 1990-91 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “postseason_status”: { “made_postseason”: false, “tournaments_checked”: [ “NCAA Division I men’s basketball tournament”, “National Invitation Tournament”…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1990-91 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “postseason_status”: { “made_postseason”: false, “tournaments_checked”: [ “NCAA Division I men’s basketball tournament”, “National Invitation Tournament” ], “tournament”: null, “seed”: null, “region”: null, “games”: [], “narrative”: “Illinois finished the 1990-91 season with a 21-10 overall record and an 11-7 Big Ten record, but available source evidence indicates the Illini did not play in either the 1991 NCAA tournament or the 1991 NIT. The official Illinois cumulative…

4:33 AM — Research 1990-91 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_043335_3c89f4 · Messages: 28 · Tools: 19

Started with: Research 1990-91 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “Public discussions, fan/local-media-style narratives, postseason/program-direction/Lou Henson narratives. No KG writes performed.”, “narratives”:…

Subjects: Research

Conversation excerpts

Clay: Research 1990-91 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “Public discussions, fan/local-media-style narratives, postseason/program-direction/Lou Henson narratives. No KG writes performed.”, “narratives”: [ { “id”: “ncaa-sanctions-framed-season”, “theme”: “The season was publicly framed by NCAA sanctions and a postseason ban rather than by normal tournament stakes.”, “summary”: “National wire/local-republished coverage and the Los Angeles Times reported that Illinois was banned from 1991 postseason play, placed on three years’…

4:33 AM — Research 1990-91 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_043334_00f4c8 · Messages: 33 · Tools: 21

Started with: Research 1990-91 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “player/availability/roster narrative context tied to games”, “kg_writes_performed”: false, “sources”: [ { “id”: “S1”, “title”: “1990-91 Men’s…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1990-91 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “player/availability/roster narrative context tied to games”, “kg_writes_performed”: false, “sources”: [ { “id”: “S1”, “title”: “1990-91 Men’s Basketball Roster - University of Illinois Athletics”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1990-91”, “evidence”: “Official roster lists Lou Henson-era players including Deon Thomas as Jersey Number 25, Position F/C, Academic Year R-Fr., Height 6’9”,…

4:33 AM — Research 1990-91 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_043333_cff6c4 · Messages: 39 · Tools: 24

Started with: Research 1990-91 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “exhibition/preseason listing plus November-December games only”, “sources”: [ { “id”: “S1”, “type”: “official_cumulative_stats_pdf”, “title”:…

Subjects: Research

Conversation excerpts

Clay: Research 1990-91 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1990-91”, “scope”: “exhibition/preseason listing plus November-December games only”, “sources”: [ { “id”: “S1”, “type”: “official_cumulative_stats_pdf”, “title”: “1990-1991 University of Illinois Men’s Basketball cumulative statistics”, “url”: “https://fightingillini.com/sports/mens-basketball/stats/1990/pdf”, “notes”: “Official FightingIllini/Sidearm cumulative stats PDF; extracted locally from cume.pdf. Lists overall record, player stats, game-by-game results, attendance, team highs.” },…

4:45 AM — Retry missing 1990-91 Illinois MBB January 1991 games research after prior timeo

Source: subagent · Session: 20260906_044525_6fb158 · Messages: 20 · Tools: 10

Started with: Retry missing 1990-91 Illinois MBB January 1991 games research after prior timeout. No KG writes. Keep it bounded: use official Illinois cumulative stats PDF/schedule,…

Early response: { “season”: “1990-91”, “program”: “Illinois men’s basketball”, “scope”: “January 1991 games only”, “kg_writes”: false, “summary”: { “verified_january_games”: 7, “january_record”: “4-3”, “record_after_january”: “14-6…

Subjects: PD, Calendar, Research

Conversation excerpts

Clay: Retry missing 1990-91 Illinois MBB January 1991 games research after prior timeout. No KG writes. Keep it bounded: use official Illinois cumulative stats PDF/schedule, Sports-Reference schedule/team pages, official box scores if quickly accessible. Return compact JSON only with verified January games, scores, records, player/stat/narrative facts, source URLs, caveats.

Hermes: { “season”: “1990-91”, “program”: “Illinois men’s basketball”, “scope”: “January 1991 games only”, “kg_writes”: false, “summary”: { “verified_january_games”: 7, “january_record”: “4-3”, “record_after_january”: “14-6 overall, 4-3 Big Ten”, “sources_used”: [ “https://fightingillini.com/sports/mens-basketball/stats/1990-91”, “https://s3.us-east-2.amazonaws.com/sidearm.nextgen.sites/fightingillini.com/stats/mbball/1990/pdf/cume.pdf”, “https://www.sports-reference.com/cbb/schools/illinois/men/1991-schedule.html”,…

4:45 AM — Research 1989-90 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_044544_b6c068 · Messages: 14 · Tools: 8

Started with: Research 1989-90 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “made_postseason”: true, “nit”: false, “summary”: “Illinois reached the…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1989-90 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “made_postseason”: true, “nit”: false, “summary”: “Illinois reached the 1990 NCAA tournament as the No. 5 seed in the Midwest Region. The Illini lost in the first round to No. 12 Dayton, 88-86, on March 15, 1990, at the Frank Erwin Center in Austin, Texas.” }, “narrative_facts”: [ { “fact”: “Illinois finished the 1989-90 season 21-8 overall, 11-7 in Big Ten play, and ranked No. 18 in the final AP…

4:45 AM — Research 1989-90 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_044544_e3c515 · Messages: 15 · Tools: 8

Started with: Research 1989-90 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “team”: “1989-90 Illinois Fighting Illini men’s basketball”, “summary”: { “overall_record”: “21-8”, “conference_record”: “11-7”, “conference”: “Big Ten”,…

Subjects: Research

Conversation excerpts

Clay: Research 1989-90 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “team”: “1989-90 Illinois Fighting Illini men’s basketball”, “summary”: { “overall_record”: “21-8”, “conference_record”: “11-7”, “conference”: “Big Ten”, “conference_finish”: “T-4th/4th in Big Ten”, “head_coach”: “Lou Henson”, “final_ap_rank”: 18, “ncaa_tournament”: { “bid”: true, “seed”: 5, “region”: “Midwest”, “result”: “Lost in first round to No. 12 Dayton, 88-86, at Frank Erwin Center in Austin, Texas on March 15, 1990” }, “source_ids”: […

4:45 AM — Research 1989-90 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_044544_d609e3 · Messages: 33 · Tools: 23

Started with: Research 1989-90 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “player/availability/roster narrative context tied to games; no KG writes”, “sources”: [ { “source_id”: “src_official_illinois_roster_1989_90”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1989-90 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “player/availability/roster narrative context tied to games; no KG writes”, “sources”: [ { “source_id”: “src_official_illinois_roster_1989_90”, “title”: “1989-90 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1989-90”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_roster”, “access_note”: “Retrieved through web search result text.” }, { “source_id”:…

4:45 AM — Build a verified 1989-90 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_044544_fe9abf · Messages: 30 · Tools: 15

Started with: Build a verified 1989-90 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created verified JSON seed: /home/clay/illini_1989_90_mbb_schedule_seed.json - Built a 29-game 1989-90 Illinois MBB schedule/results seed with: - Dates, phases, sites, locations/arenas where verified - Opponents,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1989-90 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created verified JSON seed: /home/clay/illini_1989_90_mbb_schedule_seed.json - Built a 29-game 1989-90 Illinois MBB schedule/results seed with: - Dates, phases, sites, locations/arenas where verified - Opponents, opponent ranks where available - Scores, W/L, OT flags, running records - Big Ten running records - Season-level narrative overview and statistical summary - Source list and explicit source-conflict notes - Verification passed by recomputing from the JSON: - Games: 29 - Overall record: 21-8 - Big Ten record: 11-7 - Site…

4:45 AM — Research 1989-90 Illinois MBB January 1990 games; return source-backed narrative

Source: subagent · Session: 20260906_044543_17d096 · Messages: 35 · Tools: 20

Started with: Research 1989-90 Illinois MBB January 1990 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “January 1990 games”, “summary”: { “record_in_scope”: “5-4”, “conference_context”: “Illinois opened Big Ten play in January; Sports-Reference…

Subjects: Research

Conversation excerpts

Clay: Research 1989-90 Illinois MBB January 1990 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “January 1990 games”, “summary”: { “record_in_scope”: “5-4”, “conference_context”: “Illinois opened Big Ten play in January; Sports-Reference lists the team 21-8 overall, 11-7 Big Ten, final AP No. 18.”, “source_backing”: “Schedule/results verified against official FightingIllini schedule and Sports-Reference; game-level details primarily from official box scores, with independent contemporary AP/UPI/Chicago Tribune/LA Times/NYT/HawkeyeRecap sources where found.” },…

4:45 AM — Research 1989-90 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_044543_7f9e07 · Messages: 42 · Tools: 27

Started with: Research 1989-90 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1989-90 Men’s Basketball…

Subjects: Research

Conversation excerpts

Clay: Research 1989-90 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1989-90 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1989-90”, “used_for”: [“official regular-season dates”, “opponents”, “sites”, “scores”, “ranked-opponent labels”] }, { “id”: “official_stats”, “title”: “1989-90 Men’s Basketball Cumulative Statistics - University of…

4:45 AM — Research 1989-90 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_044543_89aaae · Messages: 34 · Tools: 19

Started with: Research 1989-90 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1989-90 Illinois MBB from February 16 through final played game and postseason context”, “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope_start”: “1990-02-16”, “scope_end”: “final…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1989-90 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1989-90 Illinois MBB from February 16 through final played game and postseason context”, “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope_start”: “1990-02-16”, “scope_end”: “final played game”, “facts”: [ { “type”: “late_season_schedule_result”, “date”: “1990-02-17”, “game_number_in_sports_reference”: 23, “opponent”: “Michigan State”, “opponent_rank”: 21, “site”: “away”, “location”: “East Lansing, Mich.”, “venue”: “Breslin Student Events Center”, “competition”: “Big Ten regular season”, “result”: “L”,…

4:45 AM — Research independent/opponent coverage for important 1989-90 Illinois MBB games;

Source: subagent · Session: 20260906_044544_286768 · Messages: 34 · Tools: 24

Started with: Research independent/opponent coverage for important 1989-90 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “Independent/opponent coverage for important games; no KG writes performed.”, “season_baseline_sources”: [ { “source_type”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1989-90 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “scope”: “Independent/opponent coverage for important games; no KG writes performed.”, “season_baseline_sources”: [ { “source_type”: “official_illinois_schedule”, “title”: “1989-90 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1989-90”, “evidence”: “Lists Illinois as 21-8 overall, 11-7 Big Ten, with game-by-game results including wins over #4 Missouri, #15 Memphis State, #22 Indiana, #17 Minnesota,…

4:45 AM — Research 1989-90 Illinois MBB February 1-February 15, 1990 games; return source-

Source: subagent · Session: 20260906_044543_cd7ffb · Messages: 32 · Tools: 20

Started with: Research 1989-90 Illinois MBB February 1-February 15, 1990 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “window”: { “start”: “1990-02-01”, “end”: “1990-02-15” }, “scope_result”: { “games_found”: 4, “games”: [ “1990-02-04 vs Indiana”, “1990-02-08 vs…

Subjects: Research

Conversation excerpts

Clay: Research 1989-90 Illinois MBB February 1-February 15, 1990 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “window”: { “start”: “1990-02-01”, “end”: “1990-02-15” }, “scope_result”: { “games_found”: 4, “games”: [ “1990-02-04 vs Indiana”, “1990-02-08 vs Minnesota”, “1990-02-11 at Michigan”, “1990-02-14 vs Northwestern” ], “no_game_dates_in_window”: [ “1990-02-01”, “1990-02-02”, “1990-02-03”, “1990-02-05”, “1990-02-06”, “1990-02-07”, “1990-02-09”, “1990-02-10”, “1990-02-12”, “1990-02-13”, “1990-02-15” ] }, “games”: [ { “date”: “1990-02-04”, “opponent”: “Indiana”, “site”: “Assembly Hall,…

4:45 AM — Research 1989-90 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_044545_86ffc0 · Messages: 37 · Tools: 24

Started with: Research 1989-90 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1989-90 Illinois men’s basketball public discussions/fan/local media narratives; no KG writes.”, “status”: “completed”, “season_context”: { “program”: “Illinois men’s basketball”, “season”:…

Subjects: Research

Conversation excerpts

Clay: Research 1989-90 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1989-90 Illinois men’s basketball public discussions/fan/local media narratives; no KG writes.”, “status”: “completed”, “season_context”: { “program”: “Illinois men’s basketball”, “season”: “1989-90”, “coach”: “Lou Henson”, “baseline_record_sources”: [ { “source_type”: “stat_reference”, “title”: “1989-90 Illinois Fighting Illini Men’s Roster and Stats”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1990.html”, “evidence”: “Record: 21-8; 11-7 Big Ten; 4th in Big Ten;…

4:53 AM — Research 1988-89 Illinois MBB February 1-February 15, 1989 games; return source-

Source: subagent · Session: 20260906_045259_f68477 · Messages: 20 · Tools: 12

Started with: Research 1988-89 Illinois MBB February 1-February 15, 1989 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “date_range”: { “start”: “1989-02-01”, “end”: “1989-02-15” }, “games_verified”: 4, “games”: [ { “date”: “1989-02-02”, “opponent”: “Purdue”, “site”: “Mackey…

Subjects: Research

Conversation excerpts

Clay: Research 1988-89 Illinois MBB February 1-February 15, 1989 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “date_range”: { “start”: “1989-02-01”, “end”: “1989-02-15” }, “games_verified”: 4, “games”: [ { “date”: “1989-02-02”, “opponent”: “Purdue”, “site”: “Mackey Arena, West Lafayette, Indiana”, “conference_game”: true, “illinois_rank”: “AP No. 2”, “opponent_rank”: null, “result”: “L”, “score”: { “illinois”: 72, “opponent”: 76 }, “illinois_record_after”: “18-2”, “big_ten_record_after”: “5-2”, “halftime_score”: { “illinois”: 41, “opponent”: 39 }, “attendance”: 14123, “notable_facts”: [ {…

4:53 AM — Research 1988-89 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_045300_7dcdbd · Messages: 22 · Tools: 12

Started with: Research 1988-89 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Flyin’ Illini”, “arc_summary”: { “one_sentence”: “Illinois built one of the program’s signature seasons around length, pace, pressure…

Subjects: Research

Conversation excerpts

Clay: Research 1988-89 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Flyin’ Illini”, “arc_summary”: { “one_sentence”: “Illinois built one of the program’s signature seasons around length, pace, pressure defense, and Chicago-area star power, opened with a school-record winning streak and a brief No. 1 ranking, survived Kendall Gill’s midseason injury dip, closed the regular season with major ranked wins, then reached the program’s first Final Four since 1952 before losing 83-81 to eventual national champion Michigan.”,…

4:53 AM — Build a verified 1988-89 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_045300_6eef3d · Messages: 10 · Tools: 5

Started with: Build a verified 1988-89 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and saved verified JSON seed: /home/clay/illini_mbb_1988_89_schedule_narrative_seed.json - Contents include: - Season metadata for 1988-89 Illinois MBB / Flyin’ Illini - Season-level narrative overview and…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1988-89 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and saved verified JSON seed: /home/clay/illini_mbb_1988_89_schedule_narrative_seed.json - Contents include: - Season metadata for 1988-89 Illinois MBB / Flyin’ Illini - Season-level narrative overview and arc - All 36 official countable games with dates, opponents, ranked-opponent flags, site, arena/location, phase, conference flag, scores, OT flag, and running record - Verification block with sources, computed checks, and source conflicts - Verified computed totals: - Games: 36 - Overall: 31-5 - Big Ten: 14-4 - Home: 17-0…

4:53 AM — Research 1988-89 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_045301_0843f6 · Messages: 29 · Tools: 19

Started with: Research 1988-89 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1988-89 Illinois men’s basketball public discussions/fan/local media narratives”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Flyin’ Illini”, “scope”: {…

Subjects: Research

Conversation excerpts

Clay: Research 1988-89 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1988-89 Illinois men’s basketball public discussions/fan/local media narratives”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Flyin’ Illini”, “scope”: { “requested_focus”: [ “Daily Illini / IDNC”, “local media”, “public/fan retrospectives”, “program-direction narratives”, “postseason narratives”, “Lou Henson narratives” ], “kg_writes”: false }, “limitations”: [ { “area”: “IDNC / Daily Illini historical archive”, “limitation”: “IDNC search pages returned HTTP 403 from terminal requests,…

4:53 AM — Research 1988-89 Illinois MBB January 1989 games; return source-backed narrative

Source: subagent · Session: 20260906_045259_ca58d4 · Messages: 36 · Tools: 24

Started with: Research 1988-89 Illinois MBB January 1989 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1988-89 Illinois men’s basketball January 1989 games; source-backed narrative facts only; no KG writes.”, “season_context”: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “nickname”:…

Subjects: Research

Conversation excerpts

Clay: Research 1988-89 Illinois MBB January 1989 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1988-89 Illinois men’s basketball January 1989 games; source-backed narrative facts only; no KG writes.”, “season_context”: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “nickname”: “Flyin’ Illini”, “coach”: “Lou Henson”, “overall_record_sources”: [ { “source”: “University of Illinois Athletics schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1988-89”, “fact”: “Lists Illinois at 31-5 overall, 14-4 Big Ten, 17-0 home.” }, { “source”: “Sports-Reference schedule”, “url”:…

4:53 AM — Research 1988-89 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_045300_a3a154 · Messages: 14 · Tools: 7

Started with: Research 1988-89 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Fighting Illini”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Division I men’s basketball tournament”, “nit”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1988-89 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Fighting Illini”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Division I men’s basketball tournament”, “nit”: false, “summary”: “Illinois played in the 1989 NCAA tournament, not the NIT. The Illini were the No. 1 seed in the Midwest Region, won four NCAA tournament games to reach the Final Four, and lost 83-81 to No. 3 seed Michigan in the national semifinal at the Kingdome in Seattle.”, “citations”: [ { “source”: “Sports-Reference”,…

4:53 AM — Research independent/opponent coverage for important 1988-89 Illinois MBB games;

Source: subagent · Session: 20260906_045301_6a6854 · Messages: 20 · Tools: 14

Started with: Research independent/opponent coverage for important 1988-89 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “research_independent_opponent_coverage_1988_89_illinois_mbb_important_games”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “scope_note”: “No KG writes performed. Focused on independent…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1988-89 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “research_independent_opponent_coverage_1988_89_illinois_mbb_important_games”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “scope_note”: “No KG writes performed. Focused on independent wire/newspaper, opponent-school, and retrospective/source-index coverage for important 1988-89 Flyin’ Illini games, especially NCAA tournament and Michigan games.”, “games”: [ { “date”: “1988-12-19”, “opponent”: “Missouri”, “site”: “St. Louis Arena”, “result”: “Illinois 87, Missouri 84”, “importance”: [ “Braggin’ Rights rivalry”,…

4:53 AM — Research 1988-89 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_045300_34c395 · Messages: 16 · Tools: 10

Started with: Research 1988-89 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1988-89 Illinois men’s basketball from Feb. 16, 1989 through final played game, including postseason context”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname_context”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1988-89 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1988-89 Illinois men’s basketball from Feb. 16, 1989 through final played game, including postseason context”, “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname_context”: “Flyin’ Illini”, “scope”: { “start_date”: “1989-02-16”, “end_date”: “1989-04-01”, “final_played_game”: “1989 NCAA national semifinal vs Michigan at Kingdome, Seattle”, “kg_writes”: false }, “summary_facts”: [ { “fact”: “Illinois finished 31-5 overall, 14-4 in the Big Ten, second in the league, No. 3 in the final AP poll, coached…

4:53 AM — Research 1988-89 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_045259_835d06 · Messages: 36 · Tools: 24

Started with: Research 1988-89 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1988-89 Illinois MBB exhibition/preseason and November-December games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “nickname”: “Flyin’ Illini”, “date_window”:…

Subjects: Research

Conversation excerpts

Clay: Research 1988-89 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1988-89 Illinois MBB exhibition/preseason and November-December games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “nickname”: “Flyin’ Illini”, “date_window”: “preseason/exhibition plus November-December 1988”, “kg_writes”: false }, “sources”: [ { “id”: “official_schedule”, “title”: “1988-89 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1988-89”, “type”: “official_schedule”, “notes”: “Lists UIC, Metro State, all…

4:53 AM — Research 1988-89 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_045301_010d4f · Messages: 40 · Tools: 25

Started with: Research 1988-89 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1988-89 Illinois men’s basketball player/availability/roster narrative context tied to games, focused on Kendall Gill, Nick Anderson, Kenny Battle, Stephen Bardo, Lowell Hamilton, Lou Henson,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1988-89 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1988-89 Illinois men’s basketball player/availability/roster narrative context tied to games, focused on Kendall Gill, Nick Anderson, Kenny Battle, Stephen Bardo, Lowell Hamilton, Lou Henson, injuries/eligibility/roles, and game-tied facts.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1988-89”, “team_nickname”: “Flyin’ Illini”, “kg_writes”: false }, “sources”: [ { “source_id”: “S1”, “title”: “1988-89 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

5:03 AM — Research 1987-88 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_050308_d4cca0 · Messages: 20 · Tools: 12

Started with: Research 1987-88 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1987-88 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

5:03 AM — Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative

Source: subagent · Session: 20260906_050308_717fbe · Messages: 19 · Tools: 13

Started with: Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative facts JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative facts JSON only.

5:03 AM — Research independent/opponent coverage for important 1987-88 Illinois MBB games;

Source: subagent · Session: 20260906_050309_831403 · Messages: 26 · Tools: 19

Started with: Research independent/opponent coverage for important 1987-88 Illinois MBB games; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1987-88 Illinois MBB games; return source-backed JSON only.

5:03 AM — Research 1987-88 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_050308_d3ab7a · Messages: 15 · Tools: 9

Started with: Research 1987-88 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

5:03 AM — Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_050308_23578e · Messages: 15 · Tools: 9

Started with: Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “nit_participation”: false, “summary”: “Illinois reached the 1988 NCAA…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “nit_participation”: false, “summary”: “Illinois reached the 1988 NCAA tournament as the No. 3 seed in the Southeast Regional. The Illini defeated No. 14 UTSA/Texas-San Antonio 81-72 in the Southeast First Round on March 18, 1988, at Riverfront Coliseum in Cincinnati, Ohio, then lost to No. 6 Villanova 66-63 in the Southeast Second Round on March 20, 1988, at the same site. Their postseason ended…

5:03 AM — Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_050309_f4b7d8 · Messages: 14 · Tools: 8

Started with: Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

5:03 AM — Research 1987-88 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_050309_5ddd7b · Messages: 22 · Tools: 16

Started with: Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

5:03 AM — Build a verified 1987-88 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_050309_37b6e3 · Messages: 17 · Tools: 9

Started with: Build a verified 1987-88 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1987-88 Illinois MBB schedule/results seed and season-level narrative overview JSON.

5:03 AM — Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-

Source: subagent · Session: 20260906_050308_4a48ea · Messages: 22 · Tools: 15

Started with: Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-backed narrative facts JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-backed narrative facts JSON only.

5:03 AM — Research 1987-88 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_050309_b78cd3 · Messages: 18 · Tools: 11

Started with: Research 1987-88 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

8:25 AM — Load siri-dump-intake skill #6

Source: discord · Session: 20260906_082503_d9c3f95f · Messages: 7 · Tools: 2

Started with: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri…

Early response: Yep — at least for this thread, it looks like it worked. Hermes is currently running on: - Model: gpt-5.5 - Provider: ChatGPT or Codex Subscription - OpenAI Codex auth: logged in - This reply itself…

Subjects: Hermes, Model switching

Conversation excerpts

Clay: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri Dump shortcut posts into Discord general; treat it as Clay speaking. version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [discord, siri, intake, clay] --- # Siri Dump Intake When to Use Use this skill when a message in the Claw Dunker Discord server #general channel is labeled, sourced, or otherwise clearly produced by Clay’s “Siri Dump”…

Hermes: Yep — at least for this thread, it looks like it worked. Hermes is currently running on: - Model: gpt-5.5 - Provider: ChatGPT or Codex Subscription - OpenAI Codex auth: logged in - This reply itself came through that GPT/Codex route successfully. Only caveat: the auth token shows last refresh as Sep 3, so I can verify the route is working now, but I can’t see OpenAI’s internal “usage limit reset” counter from here. Functional test says: ✅ working.

8:33 AM — Research 1987-88 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_083350_2bf48e · Messages: 37 · Tools: 24

Started with: Research 1987-88 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “Public discussions, fan/local-media narratives, program-direction/postseason/Lou Henson narratives. No KG writes performed.”, “findings”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “Public discussions, fan/local-media narratives, program-direction/postseason/Lou Henson narratives. No KG writes performed.”, “findings”: [ { “theme”: “Lou Henson’s 500th win became a local-media milestone, but coverage framed Henson as understated and focused on team improvement rather than personal celebration.”, “timeframe”: “1988-03-01 coverage of Illinois at Indiana, 1988-02-29 game”, “source_backing”: [ { “source_id”: “S1”, “title”: “ILLINOIS GIVES HENSON 500TH”,…

8:33 AM — Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_083349_d99f41 · Messages: 30 · Tools: 15

Started with: Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “team_id_hint”: “program_illinois_mbb”, “season_arc”: { “one_sentence_summary”: “Illinois went 23-10, tied for third in a rugged Big Ten at 12-6, rose into…

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “team_id_hint”: “program_illinois_mbb”, “season_arc”: { “one_sentence_summary”: “Illinois went 23-10, tied for third in a rugged Big Ten at 12-6, rose into the AP Top 20 after a strong nonconference/early-league start, endured a late-January/early-February four-game skid against elite opposition, then closed the regular season with a 7-1 surge before a Round of 32 NCAA tournament loss to Villanova.”, “overall_record”: “23-10”, “conference_record”: “12-6”, “conference_finish”:…

8:33 AM — Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_083349_7d5fdf · Messages: 11 · Tools: 6

Started with: Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit”: false, “summary”: “Illinois received…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1987-88 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit”: false, “summary”: “Illinois received a bid to the 1988 NCAA tournament, was the No. 3 seed in the Southeast Region, defeated No. 14 UTSA in the first round at Riverfront Coliseum in Cincinnati, Ohio, and was eliminated in the second round by No. 6 Villanova at the same site.”, “final_postseason_round”: “NCAA Southeast Region Second Round”, “postseason_record”:…

8:33 AM — Research independent/opponent coverage for important 1987-88 Illinois MBB games;

Source: subagent · Session: 20260906_083349_e69d58 · Messages: 23 · Tools: 17

Started with: Research independent/opponent coverage for important 1987-88 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “Independent/opponent-side coverage discovery for important games; no KG writes performed.”, “important_games”: [ { “date”: “1987-11-29”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1987-88 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “Independent/opponent-side coverage discovery for important games; no KG writes performed.”, “important_games”: [ { “date”: “1987-11-29”, “opponent”: “Kansas”, “site”: “Lahaina Civic Center, Maui, Hawaii”, “result”: “Illinois 81, Kansas 75”, “importance”: [ “Win over No. 7 Kansas/Danny Manning in Maui Invitational”, “Kansas later won the 1988 NCAA championship” ], “independent_or_opponent_coverage_found”: [ { “source_type”: “opponent_school”, “publisher”: “Kansas…

8:33 AM — Research 1987-88 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_083350_7facd5 · Messages: 28 · Tools: 19

Started with: Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “kg_writes”: false, “focus_names”: [ “Lou…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1987-88 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “kg_writes”: false, “focus_names”: [ “Lou Henson”, “Kendall Gill”, “Nick Anderson”, “Kenny Battle”, “Stephen Bardo”, “Lowell Hamilton” ] }, “summary”: { “what_i_did”: “Checked official Illinois roster/stat/box-score pages, Sports-Reference roster/schedule/game-log pages, public newspaper-indexed snippets, and attempted Illini Hoops source-chunk searches without writing to…

8:33 AM — Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative

Source: subagent · Session: 20260906_083348_6748bc · Messages: 25 · Tools: 15

Started with: Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “January 1988 games”, “record_in_scope”: { “overall”: “5-4”, “big_ten”: “4-3”, “home”: “3-1”, “away”: “2-3”, “neutral”: “0-0”, “source_refs”:…

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB January 1988 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “January 1988 games”, “record_in_scope”: { “overall”: “5-4”, “big_ten”: “4-3”, “home”: “3-1”, “away”: “2-3”, “neutral”: “0-0”, “source_refs”: [“official_schedule”, “sports_reference_schedule”] }, “month_arc”: [ { “fact”: “Illinois entered January 9-2, opened Big Ten play with a home loss to ranked Purdue, then won four straight games from Jan. 7-17 before finishing the month 1-3 against Iowa, Northwestern, Michigan, and No. 1 Arizona.”, “source_refs”:…

8:33 AM — Build a verified 1987-88 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_083349_60cdb3 · Messages: 36 · Tools: 19

Started with: Build a verified 1987-88 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed for 1987-88 Illinois men’s basketball schedule/results + season narrative: - /home/clay/illini_mbb_seeds/illinois_mbb_1987_88_schedule_results_narrative_seed.json - Contents…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1987-88 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed for 1987-88 Illinois men’s basketball schedule/results + season narrative: - /home/clay/illini_mbb_seeds/illinois_mbb_1987_88_schedule_results_narrative_seed.json - Contents include: - 33 countable games - Dates, opponents, ranks where available, phases, site type/site, scores, results - OT flags and periods - Running overall records - Running conference records for Big Ten games - Season overview/narrative arc - Sources and explicit source-conflict notes - Verification passed: - Final record: 23-10…

8:33 AM — Research 1987-88 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_083348_3877e8 · Messages: 34 · Tools: 22

Started with: Research 1987-88 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “exhibition/preseason and November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1987-88 Men’s Basketball…

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: “exhibition/preseason and November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “title”: “1987-88 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1987-88”, “use”: “official schedule/results, record splits” }, { “id”: “official_schedule_text”, “title”: “1987-88 Men’s Basketball Schedule text - University of Illinois Athletics”, “url”:…

8:33 AM — Research 1987-88 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_083348_c672f2 · Messages: 26 · Tools: 13

Started with: Research 1987-88 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: { “requested_range”: “1988-02-16 through final played game”, “range_note”: “No Illinois game found on 1988-02-16; the first game after the…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1987-88 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “scope”: { “requested_range”: “1988-02-16 through final played game”, “range_note”: “No Illinois game found on 1988-02-16; the first game after the requested start date was 1988-02-17 vs Ohio State.”, “final_played_game”: “1988-03-20 NCAA Southeast Second Round vs Villanova” }, “season_context”: { “final_record”: “23-10”, “conference_record”: “12-6”, “conference_finish”: “3rd in Big Ten”, “coach”: “Lou Henson”, “final_ap_rank”: 16, “final_coaches_rank”: 17, “source_refs”: […

8:33 AM — Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-

Source: subagent · Session: 20260906_083348_4ecb11 · Messages: 21 · Tools: 11

Started with: Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “date_window”: { “start”: “1988-02-01”, “end”: “1988-02-15” }, “scope_note”: “Illinois played four games in this window: Feb. 4 at Ohio State, Feb. 6 vs…

Subjects: Research

Conversation excerpts

Clay: Research 1987-88 Illinois MBB February 1-February 15, 1988 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1987-88”, “date_window”: { “start”: “1988-02-01”, “end”: “1988-02-15” }, “scope_note”: “Illinois played four games in this window: Feb. 4 at Ohio State, Feb. 6 vs Indiana, Feb. 11 vs Minnesota, and Feb. 13 at Michigan State. No KG writes were performed.”, “sources”: [ { “id”: “src_sports_reference_schedule”, “title”: “1987-88 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports-Reference / College Basketball Reference”, “url”:…

8:39 AM — Build a verified 1986-87 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_083905_66ed31 · Messages: 26 · Tools: 13

Started with: Build a verified 1986-87 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local 1986-87 Illinois MBB schedule/results + season narrative JSON seed. - Created: - /home/clay/illinois_mbb_1986_87_schedule_seed.json - /home/clay/build_1986_87_illini_seed.py - Contents…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1986-87 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local 1986-87 Illinois MBB schedule/results + season narrative JSON seed. - Created: - /home/clay/illinois_mbb_1986_87_schedule_seed.json - /home/clay/build_1986_87_illini_seed.py - Contents include: - 31 countable games - Dates, phases, site type, opponents, AP opponent ranks where available, conferences, scores, OT flags, arenas, running records - Season overview/narrative - Season summary: Lou Henson, 23-8 overall, 13-5 Big Ten, final AP No. 11, NCAA first-round loss to Austin Peay - Source URLs and verification…

8:39 AM — Research 1986-87 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_083905_78929a · Messages: 25 · Tools: 14

Started with: Research 1986-87 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “team”: “1986-87 Illinois Fighting Illini men’s basketball”, “sources”: [ { “id”: “sports_reference_roster_stats”, “title”: “1986-87 Illinois Fighting…

Subjects: Research

Conversation excerpts

Clay: Research 1986-87 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “team”: “1986-87 Illinois Fighting Illini men’s basketball”, “sources”: [ { “id”: “sports_reference_roster_stats”, “title”: “1986-87 Illinois Fighting Illini Men’s Roster and Stats”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1987.html”, “publisher”: “Sports-Reference College Basketball” }, { “id”: “sports_reference_schedule”, “title”: “1986-87 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

8:39 AM — Research 1986-87 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_083904_c30092 · Messages: 18 · Tools: 10

Started with: Research 1986-87 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “February 16, 1987 through final played game, with postseason context”, “sources”: [ { “id”: “sports_reference_illinois_schedule”, “title”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1986-87 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “February 16, 1987 through final played game, with postseason context”, “sources”: [ { “id”: “sports_reference_illinois_schedule”, “title”: “1986-87 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1987-schedule.html”, “supports”: [ “late-season schedule/results”, “overall record 23-8”, “Big Ten record 13-5”, “Final AP rank No. 11”, “NCAA first-round loss to Austin Peay” ] }, { “id”:…

8:39 AM — Research 1986-87 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_083906_5f0fea · Messages: 38 · Tools: 25

Started with: Research 1986-87 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1986-87 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1986-87”, “requested_focus”: [ “Daily…

Subjects: Research

Conversation excerpts

Clay: Research 1986-87 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1986-87 Illinois men’s basketball public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1986-87”, “requested_focus”: [ “Daily Illini / IDNC”, “local media”, “public / fan retrospectives”, “program direction”, “postseason”, “Lou Henson narratives” ], “kg_writes”: false }, “limitations”: [ { “area”: “Daily Illini / IDNC”, “status”: “blocked_or_incomplete”, “detail”: “Direct IDNC search/fetch attempts for Daily Illini pages returned HTTP 403 or empty…

8:39 AM — Research 1986-87 Illinois MBB February 1-February 15, 1987 games; return source-

Source: subagent · Session: 20260906_083904_3c5f76 · Messages: 50 · Tools: 33

Started with: Research 1986-87 Illinois MBB February 1-February 15, 1987 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “date_window”: { “start”: “1987-02-01”, “end”: “1987-02-15” }, “games”: [ { “date”: “1987-02-02”, “opponent”: “Ohio State”, “site”: “St. John Arena,…

Subjects: Research

Conversation excerpts

Clay: Research 1986-87 Illinois MBB February 1-February 15, 1987 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “date_window”: { “start”: “1987-02-01”, “end”: “1987-02-15” }, “games”: [ { “date”: “1987-02-02”, “opponent”: “Ohio State”, “site”: “St. John Arena, Columbus, Ohio”, “home_away_neutral”: “away”, “result”: “W”, “score”: { “illinois”: 82, “opponent”: 65 }, “illinois_record_after”: “16-5”, “conference_record_after”: “6-4”, “ranking_context”: { “illinois_ap”: 14, “opponent_ap”: null }, “narrative_facts”: [ { “fact”: “Illinois erased a 38-29 halftime deficit with a 53-27 second half to…

8:39 AM — Research 1986-87 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_083904_70b7dd · Messages: 12 · Tools: 7

Started with: Research 1986-87 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “qualified”: true, “nit”: false, “narrative”: “Illinois made the 1987…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1986-87 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “postseason_status”: { “tournament”: “NCAA Division I men’s basketball tournament”, “qualified”: true, “nit”: false, “narrative”: “Illinois made the 1987 NCAA tournament, not the NIT. The Illini were placed in the Southeast Regional as a No. 3 seed and lost in the first round to No. 14 seed Austin Peay, 68-67, on March 12, 1987, in Birmingham, Alabama.”, “sources”: [ “https://www.ncaa.com/news/basketball-men/article/2020-05-13/1987-ncaa-tournament-bracket-scores-stats-records”,…

8:39 AM — Research independent/opponent coverage for important 1986-87 Illinois MBB games;

Source: subagent · Session: 20260906_083905_597912 · Messages: 23 · Tools: 17

Started with: Research independent/opponent coverage for important 1986-87 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1986-87 Illinois men’s basketball games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “writes_to_kg”: false, “focus”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1986-87 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1986-87 Illinois men’s basketball games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “writes_to_kg”: false, “focus”: “independent, wire-service, opponent-school, and retrospective coverage for important games” }, “summary”: { “what_i_did”: [ “Identified important 1986-87 Illinois games using Illinois official schedule, Sports-Reference schedule/results, opponent schedules, and Big Ten context.”, “Searched for independent newspaper, AP/UPI wire,…

8:39 AM — Research 1986-87 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_083905_2de42e · Messages: 26 · Tools: 17

Started with: Research 1986-87 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “research_scope”: “player/availability/roster narrative context tied to games; no KG writes”, “sources”: [ { “id”: “src_official_roster_1986_87”, “title”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1986-87 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “research_scope”: “player/availability/roster narrative context tied to games; no KG writes”, “sources”: [ { “id”: “src_official_roster_1986_87”, “title”: “1986-87 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1986-87”, “publisher”: “University of Illinois Athletics”, “evidence”: “Roster page lists Tony Wysinger, Kendall Gill, Glynn Blackwell, Doug Altenberger, Larry Smith, Ken Norman, Stephen Bardo,…

8:39 AM — Research 1986-87 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_083904_0681af · Messages: 30 · Tools: 20

Started with: Research 1986-87 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “exhibition/preseason plus regular-season games played in November and December 1986”, “sources”: [ { “id”: “official_schedule”, “title”: “1986-87…

Subjects: Research

Conversation excerpts

Clay: Research 1986-87 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “exhibition/preseason plus regular-season games played in November and December 1986”, “sources”: [ { “id”: “official_schedule”, “title”: “1986-87 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1986-87”, “type”: “official_schedule_results” }, { “id”: “sports_reference_schedule”, “title”: “1986-87 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

8:39 AM — Research 1986-87 Illinois MBB January 1987 games; return source-backed narrative

Source: subagent · Session: 20260906_083904_021a6c · Messages: 21 · Tools: 11

Started with: Research 1986-87 Illinois MBB January 1987 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “January 1987 games”, “sources”: [ { “id”: “official_schedule”, “title”: “1986-87 Men’s Basketball Schedule - University of Illinois Athletics”,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research 1986-87 Illinois MBB January 1987 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1986-87”, “scope”: “January 1987 games”, “sources”: [ { “id”: “official_schedule”, “title”: “1986-87 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1986-87”, “supports”: [“dates”, “opponents”, “locations”, “scores”, “ranked-opponent labels”, “season totals”] }, { “id”: “sports_reference_schedule”, “title”: “1986-87 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

8:45 AM — Donn Proactive Situational Awareness · Sep 06 08:45

Source: cron · Session: cron_6b5fd0721020_20260906_084518 · Messages: 9 · Tools: 5

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

8:45 AM — Research 1985-86 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_084550_e55339 · Messages: 21 · Tools: 12

Started with: Research 1985-86 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “games played from 1986-02-16 through final played game, plus postseason context”, “summary”: { “overall_record”: “22-10”, “conference_record”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1985-86 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “games played from 1986-02-16 through final played game, plus postseason context”, “summary”: { “overall_record”: “22-10”, “conference_record”: “11-7”, “big_ten_finish”: “4th”, “coach”: “Lou Henson”, “final_ap_rank”: 19, “postseason”: “NCAA Tournament, Southeast Region”, “ncaa_seed”: 4, “final_game”: { “date”: “1986-03-16”, “round”: “NCAA Southeast Second Round”, “site”: “Charlotte Coliseum, Charlotte, NC”, “result”: “L 56-58 vs No. 5 Alabama”, “narrative”: “Illinois’…

8:45 AM — Research 1985-86 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_084549_72f386 · Messages: 31 · Tools: 21

Started with: Research 1985-86 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “exhibition/preseason plus regular-season games played in November-December 1985”, “sources”: [ { “id”: “official_schedule”, “type”:…

Subjects: Research

Conversation excerpts

Clay: Research 1985-86 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “exhibition/preseason plus regular-season games played in November-December 1985”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “title”: “1985-86 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1985-86”, “notes”: “Official Illinois schedule lists full season as 22-10 overall, 11-7 Big Ten, with all November-December games including Hawaii-Loa.” }, { “id”:…

8:45 AM — Research 1985-86 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_084551_88cf8b · Messages: 23 · Tools: 16

Started with: Research 1985-86 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1985-86 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

8:45 AM — Research independent/opponent coverage for important 1985-86 Illinois MBB games;

Source: subagent · Session: 20260906_084550_6ee82a · Messages: 22 · Tools: 16

Started with: Research independent/opponent coverage for important 1985-86 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1985-86 Illinois men’s basketball games”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “kg_writes”: false, “files_created_or_modified”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1985-86 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1985-86 Illinois men’s basketball games”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “kg_writes”: false, “files_created_or_modified”: [], “method_summary”: { “skills_loaded”: [ “sports-knowledge-graph-ingestion”, “grounded-citations” ], “source_types_targeted”: [ “independent newspaper coverage”, “wire-service-derived newspaper coverage”, “opponent athletics schedules/history pages”, “neutral statistical/reference pages”, “retrospectives/tournament summaries” ],…

8:45 AM — Research 1985-86 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_084550_aec118 · Messages: 32 · Tools: 18

Started with: Research 1985-86 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “team”: “Illinois Fighting Illini”, “summary”: { “overall_record”: “22-10”, “big_ten_record”: “11-7”, “big_ten_finish”: “T-4th”, “coach”: “Lou Henson”,…

Subjects: Research

Conversation excerpts

Clay: Research 1985-86 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “team”: “Illinois Fighting Illini”, “summary”: { “overall_record”: “22-10”, “big_ten_record”: “11-7”, “big_ten_finish”: “T-4th”, “coach”: “Lou Henson”, “postseason”: { “ncaa_tournament”: true, “seed”: 4, “region”: “Southeast”, “result”: “Second Round”, “games”: [ { “round”: “Southeast First Round”, “opponent”: “Fairfield”, “opponent_seed”: 13, “result”: “W”, “score”: “75-51”, “site”: “Charlotte Coliseum”, “date”: “1986-03-14”, “source_ids”: [“sports_reference_schedule”,…

8:45 AM — Research 1985-86 Illinois MBB January 1986 games; return source-backed narrative

Source: subagent · Session: 20260906_084549_3573bd · Messages: 41 · Tools: 28

Started with: Research 1985-86 Illinois MBB January 1986 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “January 1986 games”, “games”: [ { “date”: “1986-01-02”, “opponent”: “Minnesota”, “site”: “Assembly Hall, Champaign, Ill.”, “conference_game”:…

Subjects: Research

Conversation excerpts

Clay: Research 1985-86 Illinois MBB January 1986 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope”: “January 1986 games”, “games”: [ { “date”: “1986-01-02”, “opponent”: “Minnesota”, “site”: “Assembly Hall, Champaign, Ill.”, “conference_game”: true, “result”: “W”, “score”: “Illinois 76, Minnesota 57”, “illinois_record_after”: “10-2”, “big_ten_record_after”: “1-0”, “narrative_facts”: [ “Illinois opened Big Ten play with a 19-point home win and extended its winning streak to five games.”, “Illinois shot 33-for-58 (.569) from the field and outrebounded Minnesota 35-22.”,…

8:45 AM — Research 1985-86 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_084551_2bf977 · Messages: 31 · Tools: 21

Started with: Research 1985-86 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1985-86 Illinois men’s basketball public discussions/fan/local media narratives”, “status”: “completed_with_limitations”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope_notes”:…

Subjects: Research

Conversation excerpts

Clay: Research 1985-86 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1985-86 Illinois men’s basketball public discussions/fan/local media narratives”, “status”: “completed_with_limitations”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope_notes”: { “kg_writes”: false, “focus”: [ “Daily Illini / IDNC”, “local media narratives”, “public/fan retrospectives”, “program direction”, “postseason”, “Lou Henson narratives” ] }, “limitations”: [ { “area”: “IDNC / Daily Illini primary archive”, “issue”: “Illinois Digital Newspaper Collections pages were reachable in web search…

8:45 AM — Build a verified 1985-86 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_084550_8031c3 · Messages: 12 · Tools: 6

Started with: Build a verified 1985-86 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed for 1985-86 Illinois men’s basketball schedule/results + season narrative. - Created: /home/clay/.hermes/illinois_mbb_1985_86_schedule_seed.json - Contents include: - 32…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1985-86 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed for 1985-86 Illinois men’s basketball schedule/results + season narrative. - Created: /home/clay/.hermes/illinois_mbb_1985_86_schedule_seed.json - Contents include: - 32 countable games with dates, phases, sites, opponents, AP opponent ranks where shown, scores, OT flag, conference-game flags, and running records. - Season overview fields: Lou Henson, 22-10 overall, 11-7 Big Ten, final AP No. 19, PPG/PA/G, SRS/SOS, postseason summary, narrative overview. - Source list and explicit source-conflict…

8:45 AM — Research 1985-86 Illinois MBB February 1-February 15, 1986 games; return source-

Source: subagent · Session: 20260906_084549_cd7292 · Messages: 47 · Tools: 29

Started with: Research 1985-86 Illinois MBB February 1-February 15, 1986 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1985-86 Illinois MBB games from 1986-02-01 through 1986-02-15”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope_result”: { “games_found_in_window”: 5, “note”: “Illinois had no…

Subjects: Research

Conversation excerpts

Clay: Research 1985-86 Illinois MBB February 1-February 15, 1986 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1985-86 Illinois MBB games from 1986-02-01 through 1986-02-15”, “program”: “Illinois men’s basketball”, “season”: “1985-86”, “scope_result”: { “games_found_in_window”: 5, “note”: “Illinois had no game on Feb. 1; the first Illinois game in the requested date window was Feb. 2 vs Purdue.” }, “sources”: [ { “id”: “sports_reference_illinois_1986_schedule”, “title”: “1985-86 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1986-schedule.html”, “used_for”:…

8:45 AM — Research 1985-86 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_084550_46d635 · Messages: 12 · Tools: 7

Started with: Research 1985-86 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “postseason_status”: “NCAA Tournament”, “narrative”: “Illinois played in the 1986 NCAA Division I men’s basketball tournament, not the NIT. The Illini were…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1985-86 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1985-86”, “postseason_status”: “NCAA Tournament”, “narrative”: “Illinois played in the 1986 NCAA Division I men’s basketball tournament, not the NIT. The Illini were the No. 4 seed in the Southeast Regional. They opened NCAA play on March 14, 1986, at Charlotte Coliseum in Charlotte, North Carolina, defeating No. 13 seed Fairfield 75-51 in the Southeast First Round. Illinois then lost in the Southeast Second Round on March 16, 1986, also at Charlotte Coliseum, falling 58-56 to No. 5 seed…

8:52 AM — Research 1984-85 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_085201_ee7775 · Messages: 18 · Tools: 10

Started with: Research 1984-85 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “source_backed_summary”: { “overall_record”: { “value”: “26-9”, “sources”: [ “sports_reference_illinois_1985”, “fightingillini_cumulative_stats_1984_85”,…

Subjects: Research

Conversation excerpts

Clay: Research 1984-85 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “source_backed_summary”: { “overall_record”: { “value”: “26-9”, “sources”: [ “sports_reference_illinois_1985”, “fightingillini_cumulative_stats_1984_85”, “sports_reference_big_ten_1985” ] }, “conference_record”: { “value”: “12-6”, “sources”: [ “sports_reference_illinois_1985”, “fightingillini_cumulative_stats_1984_85”, “sports_reference_big_ten_1985” ] }, “conference_finish”: { “value”: “2nd in Big Ten”, “context”: “Michigan won the regular-season title at 16-2; Illinois finished…

8:52 AM — Research 1984-85 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_085200_8ed111 · Messages: 17 · Tools: 10

Started with: Research 1984-85 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: { “start_date_inclusive”: “1985-02-16”, “end_date”: “1985-03-21”, “description”: “From the February 16 Wisconsin game through Illinois’ final…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1984-85 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: { “start_date_inclusive”: “1985-02-16”, “end_date”: “1985-03-21”, “description”: “From the February 16 Wisconsin game through Illinois’ final played game, the NCAA East Regional semifinal loss to Georgia Tech.” }, “sources”: [ { “id”: “S1”, “title”: “1984-85 Men’s Basketball Schedule - University of Illinois Athletics text schedule”, “url”: “https://fightingillini.com/services/schedule_txt.ashx?schedule=451”, “supports”: [ “official season record and home/away/neutral…

8:52 AM — Research 1984-85 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_085200_52cbe4 · Messages: 14 · Tools: 7

Started with: Research 1984-85 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “postseason_status”: { “made_postseason”: true, “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit”: false, “narrative”: “Illinois played in…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1984-85 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “postseason_status”: { “made_postseason”: true, “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit”: false, “narrative”: “Illinois played in the 1985 NCAA Tournament, not the NIT. The Illini were a No. 3 seed in the East Regional, won two games in Atlanta against No. 14 Northeastern and No. 6 Georgia, and were eliminated in the East Regional Semifinal in Providence by No. 2 Georgia Tech. Their NCAA Tournament record was 2-1, ending the season at 26-9.” },…

8:52 AM — Research 1984-85 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_085159_06aa1d · Messages: 40 · Tools: 24

Started with: Research 1984-85 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 1984-85 Illinois men’s basketball exhibition/preseason and November-December games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “months_covered”: [“preseason”, “November…

Subjects: Research

Conversation excerpts

Clay: Research 1984-85 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 1984-85 Illinois men’s basketball exhibition/preseason and November-December games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “months_covered”: [“preseason”, “November 1984”, “December 1984”], “kg_writes”: false }, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule”, “title”: “1984-85 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1984-85”, “notes”: “Official results page; lists overall 26-9,…

8:52 AM — Research 1984-85 Illinois MBB February 1-February 15, 1985 games; return source-

Source: subagent · Session: 20260906_085200_5f697b · Messages: 26 · Tools: 15

Started with: Research 1984-85 Illinois MBB February 1-February 15, 1985 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “window”: { “start”: “1985-02-01”, “end”: “1985-02-15” }, “games_found”: 4, “games”: [ { “date”: “1985-02-03”, “opponent”: “Houston”, “site”: “Hofheinz…

Subjects: Research

Conversation excerpts

Clay: Research 1984-85 Illinois MBB February 1-February 15, 1985 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “window”: { “start”: “1985-02-01”, “end”: “1985-02-15” }, “games_found”: 4, “games”: [ { “date”: “1985-02-03”, “opponent”: “Houston”, “site”: “Hofheinz Pavilion, Houston, Texas”, “conference_game”: false, “result”: “W”, “score”: { “illinois”: 77, “opponent”: 76 }, “line_score”: { “illinois”: { “1st_half”: 40, “2nd_half”: 37 }, “houston”: { “1st_half”: 32, “2nd_half”: 44 } }, “narrative_facts”: [ { “fact”: “Illinois rebounded from a 34-54 Big Ten loss at Purdue on Jan. 30 by…

8:52 AM — Research 1984-85 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_085201_b6ed45 · Messages: 39 · Tools: 24

Started with: Research 1984-85 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: “Public discussions, fan/local media narratives, postseason/Lou Henson/program-direction context”, “kg_writes”: false, “findings”: [ { “theme”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1984-85 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: “Public discussions, fan/local media narratives, postseason/Lou Henson/program-direction context”, “kg_writes”: false, “findings”: [ { “theme”: “High-expectation follow-up to Henson’s 1984 breakthrough”, “narrative_summary”: “The 1984-85 Illini were discussed retrospectively as part of Lou Henson’s early-1980s elevation of Illinois from a struggling Big Ten program into a national-level program. Sources frame the prior 1983-84 Big Ten title and Elite Eight run as the…

8:52 AM — Research 1984-85 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_085201_f35454 · Messages: 49 · Tools: 32

Started with: Research 1984-85 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1984-85 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “kg_writes”: false, “focus_people”: [ “Lou…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1984-85 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1984-85 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “kg_writes”: false, “focus_people”: [ “Lou Henson”, “Bruce Douglas”, “Efrem Winters”, “Doug Altenberger”, “Ken Norman”, “Glynn Blackwell”, “George Montgomery” ] }, “sources”: [ { “source_id”: “src_official_roster_1984_85”, “title”: “1984-85 Men’s Basketball Roster - University of Illinois Athletics”, “url”:…

8:52 AM — Research independent/opponent coverage for important 1984-85 Illinois MBB games;

Source: subagent · Session: 20260906_085201_48a075 · Messages: 26 · Tools: 19

Started with: Research independent/opponent coverage for important 1984-85 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 1984-85 Illinois men’s basketball games; no KG writes.”, “season_context”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “record”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1984-85 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 1984-85 Illinois men’s basketball games; no KG writes.”, “season_context”: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “record”: “26-9”, “conference_record”: “12-6 Big Ten”, “final_ap_rank”: 12, “ncaa_tournament”: “East region: beat Northeastern 76-57, beat Georgia 74-58, lost to Georgia Tech 61-53”, “sources”: [ { “source_id”: “src_official_schedule”, “type”: “official_school_schedule”, “title”: “1984-85 Men’s Basketball Schedule - University of Illinois…

8:52 AM — Research 1984-85 Illinois MBB January 1985 games; return source-backed narrative

Source: subagent · Session: 20260906_085200_f5c2c5 · Messages: 25 · Tools: 17

Started with: Research 1984-85 Illinois MBB January 1985 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: “January 1985 regular-season games”, “summary”: { “verified_games”: 9, “january_record”: “6-3”, “conference_context”: “All nine January games were…

Subjects: Research

Conversation excerpts

Clay: Research 1984-85 Illinois MBB January 1985 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1984-85”, “scope”: “January 1985 regular-season games”, “summary”: { “verified_games”: 9, “january_record”: “6-3”, “conference_context”: “All nine January games were Big Ten games.”, “arc”: “Illinois opened Big Ten play with three straight losses dating back to the Dec. 22 Loyola loss, then won six straight from Jan. 10 through Jan. 27 before a 54-34 loss at Purdue ended the run.” }, “games”: [ { “date”: “1985-01-03”, “opponent”: “Minnesota”, “site”: “Williams Arena, Minneapolis, Minn.”,…

8:52 AM — Build a verified 1984-85 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_085201_f5091e · Messages: 23 · Tools: 12

Started with: Build a verified 1984-85 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified local JSON seed: /home/clay/illinois_mbb_1984_85_schedule_seed.json - Contents include: - 35 countable games with dates, phases, site types, opponents, scores, OT flags, locations/arenas,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1984-85 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified local JSON seed: /home/clay/illinois_mbb_1984_85_schedule_seed.json - Contents include: - 35 countable games with dates, phases, site types, opponents, scores, OT flags, locations/arenas, conference markers, and running records. - Season-level summary/narrative for 1984-85 Illinois MBB. - Verification block confirming: - Overall: 26-9 - Big Ten: 12-6 - Home: 15-0 - Away: 4-6 - Neutral: 7-3 - Source conflict notes and resolutions. - Sources used/cross-checked: - Official Illinois schedule text/page. - Sports-Reference…

9:00 AM — Daily LearnedLeague-style trivia roundup · Sep 06 09:01

Source: cron · Session: cron_c5edcbffe578_20260906_090018 · Messages: 18 · Tools: 12

Started with: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the…

Early response: 🧠 LearnedLeague-ish Daily 6 — 2026-09-06 Reconstructed/paraphrased from public LL110 Match Day 20 chatter/snippets for 2026-09-04 — not official wording. 1. Before becoming a Trump-administration Cabinet secretary,…

Subjects: Learned League, Calendar, Cron

Conversation excerpts

Clay: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly “[SILENT]” (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.] You are posting a daily trivia drop…

Hermes: 🧠 LearnedLeague-ish Daily 6 — 2026-09-06 Reconstructed/paraphrased from public LL110 Match Day 20 chatter/snippets for 2026-09-04 — not official wording. 1. Before becoming a Trump-administration Cabinet secretary, this former Wisconsin congressman had a 1997 MTV housemate résumé and later competed in log rolling and speed climbing at ESPN’s Great Outdoor Games. Name him. Answer: ||⠀⠀Sean Duffy⠀⠀|| 2. Dario Fo’s 1970 farce about Giuseppe Pinelli’s police-station death completes its title with a political label that also fits Proudhon,…

9:00 AM — Basketball hoop anchor stability check 2/4 · Sep 06 09:00

Source: cron · Session: cron_a8b1e2265e0f_20260906_090018 · Messages: 2 · Tools: 0

Started with: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the…

Early response: Reminder: Check the stability of the new basketball hoop and confirm its attachment to the anchors is OK. Weekly check 2 of 4.

Subjects: Calendar, Cron

Conversation excerpts

Clay: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly “[SILENT]” (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.] Reminder for Clay: Check the…

Hermes: Reminder: Check the stability of the new basketball hoop and confirm its attachment to the anchors is OK. Weekly check 2 of 4.

9:01 AM — Donn Proactive Situational Awareness · Sep 06 09:01

Source: cron · Session: cron_6b5fd0721020_20260906_090019 · Messages: 11 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

9:03 AM — Research 1983-84 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_090321_84ceab · Messages: 20 · Tools: 11

Started with: Research 1983-84 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: { “from_date”: “1984-02-16”, “through”: “final played game”, “final_played_game”: { “date”: “1984-03-24”, “game”: “NCAA Mideast Regional Final”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1983-84 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: { “from_date”: “1984-02-16”, “through”: “final played game”, “final_played_game”: { “date”: “1984-03-24”, “game”: “NCAA Mideast Regional Final”, “opponent”: “Kentucky”, “site”: “Rupp Arena, Lexington, Kentucky”, “result”: “L”, “score”: “Illinois 51, Kentucky 54” } }, “sources”: [ { “id”: “sports_reference_illinois_schedule”, “title”: “1983-84 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

9:03 AM — Research 1983-84 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_090321_47cb89 · Messages: 22 · Tools: 12

Started with: Research 1983-84 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “team”: “Illinois Fighting Illini”, “summary”: { “overall_record”: “26-5”, “big_ten_record”: “15-3”, “big_ten_finish”: “T-1st; regular-season co-champion…

Subjects: Research

Conversation excerpts

Clay: Research 1983-84 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “team”: “Illinois Fighting Illini”, “summary”: { “overall_record”: “26-5”, “big_ten_record”: “15-3”, “big_ten_finish”: “T-1st; regular-season co-champion with Purdue”, “coach”: “Lou Henson”, “postseason”: { “competition”: “NCAA tournament”, “region”: “Mideast”, “result”: “Elite Eight / Mideast Regional Final”, “games”: [ { “round”: “Mideast Second Round”, “opponent”: “Villanova”, “opponent_seed_or_rank”: “#7”, “result”: “W 64-56”, “site”: “MECCA Arena”, “source_ids”:…

9:03 AM — Research 1983-84 Illinois MBB February 1-February 15, 1984 games; return source-

Source: subagent · Session: 20260906_090321_7074fa · Messages: 47 · Tools: 29

Started with: Research 1983-84 Illinois MBB February 1-February 15, 1984 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “date_window”: { “start”: “1984-02-01”, “end”: “1984-02-15” }, “verified_games”: [ { “date”: “1984-02-02”, “opponent”: “Iowa”, “site”: “Carver-Hawkeye…

Subjects: Research

Conversation excerpts

Clay: Research 1983-84 Illinois MBB February 1-February 15, 1984 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “date_window”: { “start”: “1984-02-01”, “end”: “1984-02-15” }, “verified_games”: [ { “date”: “1984-02-02”, “opponent”: “Iowa”, “site”: “Carver-Hawkeye Arena, Iowa City, Iowa”, “home_away_neutral”: “away”, “conference_game”: true, “result”: “W”, “score”: { “illinois”: 54, “opponent”: 52, “overtime”: “2OT” }, “illinois_record_after”: { “overall”: “15-2 or 16-2”, “big_ten”: “7-1”, “caveat”: “Sports-Reference schedule row lists Illinois at 15-2 after the game, while the official…

9:03 AM — Build a verified 1983-84 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_090322_cb48c8 · Messages: 38 · Tools: 19

Started with: Build a verified 1983-84 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local seed JSON for 1983-84 Illinois men’s basketball: - /home/clay/illinois_mbb_1983_84_schedule_narrative_seed.json - What it contains: - Season identifiers for Illinois MBB / 1983-84. -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1983-84 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local seed JSON for 1983-84 Illinois men’s basketball: - /home/clay/illinois_mbb_1983_84_schedule_narrative_seed.json - What it contains: - Season identifiers for Illinois MBB / 1983-84. - Season-level narrative overview: Lou Henson, 26-5, 15-3 Big Ten, Big Ten regular-season champion, Final AP No. 6, NCAA Mideast regional final run. - Full 31-game countable schedule/results with dates, opponents, ranks where sourced, phases, sites, scores, OT flags, running records, and notes. - Source list and…

9:03 AM — Research 1983-84 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_090321_cd0754 · Messages: 12 · Tools: 7

Started with: Research 1983-84 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “postseason_status”: { “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit_participation”: false, “summary”: “Illinois played in the 1984…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1983-84 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “postseason_status”: { “tournament”: “NCAA Division I Men’s Basketball Tournament”, “nit_participation”: false, “summary”: “Illinois played in the 1984 NCAA tournament, not the NIT, as the No. 2 seed in the Mideast Region. The Illini received a first-round bye in the 53-team field, opened tournament play with a 64-56 second-round win over No. 7 Villanova at Milwaukee, defeated No. 3 Maryland 72-70 in the Mideast Regional Semifinal at Lexington, Kentucky, and were eliminated in the…

9:03 AM — Research 1983-84 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_090322_6ede97 · Messages: 25 · Tools: 16

Started with: Research 1983-84 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope_note”: “Research focused on player/availability/roster narrative context tied to games; no KG writes performed.”, “sources”: [ { “id”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1983-84 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope_note”: “Research focused on player/availability/roster narrative context tied to games; no KG writes performed.”, “sources”: [ { “id”: “official_roster_1983_84”, “title”: “1983-84 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1983-84”, “publisher”: “University of Illinois Athletics”, “used_for”: [ “roster membership”, “jersey numbers”, “classes”, “positions”, “height/weight”, “hometowns/high…

9:03 AM — Research 1983-84 Illinois MBB January 1984 games; return source-backed narrative

Source: subagent · Session: 20260906_090321_468a73 · Messages: 27 · Tools: 15

Started with: Research 1983-84 Illinois MBB January 1984 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “January 1984 games”, “summary”: { “january_record”: “6-1”, “conference_record_through_jan_31”: “6-1”, “season_record_through_jan_31”: “14-2”,…

Subjects: Research

Conversation excerpts

Clay: Research 1983-84 Illinois MBB January 1984 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “January 1984 games”, “summary”: { “january_record”: “6-1”, “conference_record_through_jan_31”: “6-1”, “season_record_through_jan_31”: “14-2”, “narrative”: “Illinois opened Big Ten play in January, rebounded from its Dec. 24 two-point loss to #2 Kentucky, went 6-1 during the month, and climbed in the AP poll from #14 on Jan. 2 to #8 on Jan. 30. The month included two one-possession road games split between a 73-68 overtime loss at Indiana and a 55-53 win at Ohio State,…

9:03 AM — Research independent/opponent coverage for important 1983-84 Illinois MBB games;

Source: subagent · Session: 20260906_090322_92bce5 · Messages: 21 · Tools: 14

Started with: Research independent/opponent coverage for important 1983-84 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “independent/opponent coverage for important games; no KG writes performed”, “selection_basis_sources”: [ { “source_id”: “S1”, “title”: “1983-84…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1983-84 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “independent/opponent coverage for important games; no KG writes performed”, “selection_basis_sources”: [ { “source_id”: “S1”, “title”: “1983-84 Illinois schedule and results”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1984-schedule.html”, “supports”: [ “26-5 record, Big Ten regular-season champion, final AP No. 6, NCAA wins over Villanova and Maryland and regional-final loss to Kentucky”, “game…

9:03 AM — Research 1983-84 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_090322_330d2c · Messages: 25 · Tools: 15

Started with: Research 1983-84 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 1983-84 Illinois men’s basketball public discussions, fan/local media narratives, and Lou Henson/program-direction/postseason themes.”, “scope”: { “program”: “Illinois men’s basketball”, “season”:…

Subjects: Research

Conversation excerpts

Clay: Research 1983-84 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 1983-84 Illinois men’s basketball public discussions, fan/local media narratives, and Lou Henson/program-direction/postseason themes.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “writes_performed”: false, “knowledge_graph_writes”: false }, “summary”: { “overall_read”: “Public and retrospective narratives frame 1983-84 as Lou Henson’s breakthrough Illinois season: a revival from the program’s mid-1970s low point into a Big Ten co-championship, Elite Eight team, and start of a nationally…

9:03 AM — Research 1983-84 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_090320_51ee68 · Messages: 38 · Tools: 23

Started with: Research 1983-84 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “exhibition/preseason and November-December games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 1983-84 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1983-84”, “scope”: “exhibition/preseason and November-December games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1983-84”, “notes”: “Illinois official 1983-84 schedule/results page; includes game dates, sites, outcomes, season record split, and links to official box scores.” }, { “id”: “official_cume_pdf”, “type”: “official_cumulative_stats_pdf”, “url”:…

9:12 AM — Research 1982-83 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_091222_f24f70 · Messages: 28 · Tools: 15

Started with: Research 1982-83 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope_note”: “No knowledge-graph writes performed; this is a source-backed research summary.”, “sources”: [ { “id”: “S1”, “title”: “1982-83 Illinois…

Subjects: Research

Conversation excerpts

Clay: Research 1982-83 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope_note”: “No knowledge-graph writes performed; this is a source-backed research summary.”, “sources”: [ { “id”: “S1”, “title”: “1982-83 Illinois Fighting Illini Men’s Roster and Stats”, “publisher”: “Sports-Reference / College Basketball Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1983.html”, “used_for”: [ “overall record”, “Big Ten record/finish”, “coach”, “NCAA tournament result”, “Sports-Reference statistical profile”, “player roster/stat…

9:12 AM — Research 1982-83 Illinois MBB February 1-February 15, 1983 games; return source-

Source: subagent · Session: 20260906_091221_5a17be · Messages: 14 · Tools: 8

Started with: Research 1982-83 Illinois MBB February 1-February 15, 1983 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “date_window”: { “start”: “1983-02-01”, “end”: “1983-02-15” }, “games_found”: 4, “games”: [ { “date”: “1983-02-03”, “opponent”: “Iowa”, “opponent_rank”:…

Subjects: Research

Conversation excerpts

Clay: Research 1982-83 Illinois MBB February 1-February 15, 1983 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “date_window”: { “start”: “1983-02-01”, “end”: “1983-02-15” }, “games_found”: 4, “games”: [ { “date”: “1983-02-03”, “opponent”: “Iowa”, “opponent_rank”: “AP No. 13”, “site”: “Assembly Hall, Champaign, Illinois”, “conference_game”: true, “result”: “W”, “score”: { “illinois”: 62, “opponent”: 61 }, “illinois_record_after”: “15-6”, “illinois_big_ten_record_after”: “5-3”, “narrative_facts”: [ { “fact”: “Illinois opened the February 1-15 stretch by beating No. 13 Iowa by one point,…

9:12 AM — Research 1982-83 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_091223_d39f0b · Messages: 29 · Tools: 18

Started with: Research 1982-83 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “Public discussions, fan/local media narratives, program-direction/postseason/Lou Henson narratives. No knowledge-graph writes performed.”,…

Subjects: Research

Conversation excerpts

Clay: Research 1982-83 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “Public discussions, fan/local media narratives, program-direction/postseason/Lou Henson narratives. No knowledge-graph writes performed.”, “limitations”: [ { “type”: “archive_access”, “detail”: “IDNC/Daily Illini pages were discoverable through search snippets, but direct page fetch from the runtime was blocked by a challenge page/403. Therefore Daily Illini evidence below uses indexed snippets and page URLs rather than full OCR article text.” }, { “type”: “source_mix”,…

9:12 AM — Research 1982-83 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_091222_2aa922 · Messages: 11 · Tools: 6

Started with: Research 1982-83 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “postseason_status”: { “qualified”: true, “tournament”: “NCAA Tournament”, “not_nit”: true, “summary”: “Illinois reached the 1983 NCAA Division I men’s…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1982-83 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “postseason_status”: { “qualified”: true, “tournament”: “NCAA Tournament”, “not_nit”: true, “summary”: “Illinois reached the 1983 NCAA Division I men’s basketball tournament after a 21-10 regular-season finish listed in its official schedule and ended the season 21-11 after a neutral-site NCAA loss to Utah. The Illini were placed in the West Region as the No. 7 seed and lost their first-round game to No. 10 seed Utah, 52-49, on March 17, 1983, in Boise, Idaho. Sports-Reference…

9:12 AM — Research 1982-83 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_091221_5a6103 · Messages: 21 · Tools: 13

Started with: Research 1982-83 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “exhibition/preseason and November-December games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “title”:…

Subjects: Research

Conversation excerpts

Clay: Research 1982-83 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “exhibition/preseason and November-December games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “title”: “1982-83 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1982-83”, “facts_supported”: [ “overall record 21-11”, “Big Ten record 11-7”, “home/away/neutral splits”, “all November-December dates, opponents, sites and scores” ] }, { “id”:…

9:12 AM — Research 1982-83 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_091222_f20870 · Messages: 14 · Tools: 8

Started with: Research 1982-83 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: { “requested_window”: “February 16, 1983 through final played game”, “first_game_in_window”: “1983-02-17”, “final_played_game”: “1983-03-17”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1982-83 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: { “requested_window”: “February 16, 1983 through final played game”, “first_game_in_window”: “1983-02-17”, “final_played_game”: “1983-03-17”, “note”: “No Illinois game found on February 16; window begins with the February 17 Michigan game.” }, “late_season_results”: [ { “date”: “1983-02-17”, “type”: “regular season”, “conference”: “Big Ten”, “site”: “Assembly Hall”, “opponent”: “Michigan”, “result”: “W”, “score”: “91-71”, “illinois_record_after”: “17-8”, “source_ids”:…

9:12 AM — Research 1982-83 Illinois MBB January 1983 games; return source-backed narrative

Source: subagent · Session: 20260906_091221_371f83 · Messages: 31 · Tools: 16

Started with: Research 1982-83 Illinois MBB January 1983 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “January 1983 games”, “verified_games_count”: 8, “month_summary”: { “record”: “5-3”, “conference_record_in_month”: “4-3”,…

Subjects: Research

Conversation excerpts

Clay: Research 1982-83 Illinois MBB January 1983 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “January 1983 games”, “verified_games_count”: 8, “month_summary”: { “record”: “5-3”, “conference_record_in_month”: “4-3”, “neutral_record_in_month”: “1-0”, “home_record_in_month”: “1-1”, “away_record_in_month”: “3-2”, “narrative”: “Illinois opened January with a neutral-site nonconference win over Iowa State, then began Big Ten play with a road blowout loss at Minnesota. The Illini recovered with a road win at Wisconsin, split ranked home games against No. 4 Indiana and…

9:12 AM — Build a verified 1982-83 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_091222_62065d · Messages: 24 · Tools: 12

Started with: Build a verified 1982-83 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local 1982-83 Illinois MBB schedule/results + season narrative seed JSON. - Created workspace folder: /home/clay/illini_1982_83_seed/ - Created files: -…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1982-83 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local 1982-83 Illinois MBB schedule/results + season narrative seed JSON. - Created workspace folder: /home/clay/illini_1982_83_seed/ - Created files: - /home/clay/illini_1982_83_seed/illini_mbb_1982_83_schedule_results_seed.json - /home/clay/illini_1982_83_seed/official_schedule_txt.txt - /home/clay/illini_1982_83_seed/sports_reference_schedule.html - /home/clay/illini_1982_83_seed/sports_reference_season.html - Final JSON includes: - 32 countable games: 31 regular-season + NCAA first round. - Dates, phases,…

9:12 AM — Research 1982-83 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_091223_55458d · Messages: 29 · Tools: 18

Started with: Research 1982-83 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1982-83 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “coach”: “Lou Henson”, “kg_writes”: false,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1982-83 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1982-83 Illinois MBB player/availability/roster narrative context tied to games”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “coach”: “Lou Henson”, “kg_writes”: false, “focus_people”: [ “Lou Henson”, “Derek Harper”, “Bruce Douglas”, “Efrem Winters”, “George Montgomery”, “Craig Tucker” ] }, “sources”: [ { “source_id”: “official_roster_1982_83”, “title”: “1982-83 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/1982-83”,…

9:12 AM — Research independent/opponent coverage for important 1982-83 Illinois MBB games;

Source: subagent · Session: 20260906_091223_24b93b · Messages: 23 · Tools: 16

Started with: Research independent/opponent coverage for important 1982-83 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “independent/opponent coverage for important games; no KG writes”, “season_baseline_sources”: [ { “source_type”: “reference_schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1982-83 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1982-83”, “scope”: “independent/opponent coverage for important games; no KG writes”, “season_baseline_sources”: [ { “source_type”: “reference_schedule”, “publisher”: “Sports Reference”, “title”: “1982-83 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1983-schedule.html”, “evidence”: “Lists Illinois at 21-11, 11-7 Big Ten, 2nd in Big Ten; NCAA Tournament first-round loss 52-49 vs No. 10 Utah; schedule includes…

9:15 AM — Substack newsletter daily sweep · Sep 06 09:16

Source: cron · Session: cron_cb6045957bbb_20260906_091519 · Messages: 17 · Tools: 10

Started with: [IMPORTANT: The user has invoked the “google-workspace” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: No new AI/education newsletter articles today.

Subjects: Substack, Newsletter

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “google-workspace” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: google-workspace description: “Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.” version: 1.1.0 author: Nous Research license: MIT platforms: [linux, macos, windows] required_credential_files: - path: google_token.json description: Google OAuth2 token (created by setup script) - path: google_client_secret.json description: Google OAuth2 client credentials (downloaded…

Hermes: No new AI/education newsletter articles today.

9:18 AM — Research 1981-82 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_091815_05544a · Messages: 31 · Tools: 21

Started with: Research 1981-82 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule_text”, “type”: “official_schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research 1981-82 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule_text”, “type”: “official_schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/text/1981-82”, “notes”: “Official Illinois text schedule; lists overall/conference/home-away-neutral records and all game dates, sites, opponents, results.” }, { “id”: “official_schedule”, “type”: “official_schedule”, “url”:…

9:18 AM — Build a verified 1981-82 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_091816_99f8d5 · Messages: 19 · Tools: 10

Started with: Build a verified 1981-82 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created verified local seed JSON: /home/clay/illinois_mbb_1981_82_schedule_seed.json - Contents include: - 29 countable 1981-82 Illinois MBB games - Dates, phases, conference/postseason flags, sites, venues/cities…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1981-82 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created verified local seed JSON: /home/clay/illinois_mbb_1981_82_schedule_seed.json - Contents include: - 29 countable 1981-82 Illinois MBB games - Dates, phases, conference/postseason flags, sites, venues/cities where verified - Scores, results, OT flags, opponent ranks where shown - Running overall and Big Ten records after every game - Season-level narrative overview and summary metadata - Source list, final checks, and source-conflict notes - Verification completed programmatically: - Games: 29 - Overall: 18-11 - Big Ten: 10-8…

9:18 AM — Research 1981-82 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_091817_a8207f · Messages: 38 · Tools: 25

Started with: Research 1981-82 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “research_scope”: “public discussions, fan/local media narratives, postseason/program-direction/Lou Henson narratives”, “limitations”: [ { “type”:…

Subjects: Research

Conversation excerpts

Clay: Research 1981-82 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “research_scope”: “public discussions, fan/local media narratives, postseason/program-direction/Lou Henson narratives”, “limitations”: [ { “type”: “source_access”, “detail”: “Direct IDNC/Daily Illini page fetches were blocked by Cloudflare challenge pages during this run. Search-index snippets confirmed relevant IDNC Daily Illini issue/page availability, but full OCR text could not be retrieved for close reading.” }, { “type”: “source_density”, “detail”: “Open-web fan…

9:18 AM — Research independent/opponent coverage for important 1981-82 Illinois MBB games;

Source: subagent · Session: 20260906_091816_f7ffe9 · Messages: 30 · Tools: 22

Started with: Research independent/opponent coverage for important 1981-82 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “task”: “Research independent/opponent coverage for important 1981-82 Illinois MBB games; no KG writes.”, “scope_note”: “Focused on important games…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1981-82 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “task”: “Research independent/opponent coverage for important 1981-82 Illinois MBB games; no KG writes.”, “scope_note”: “Focused on important games identifiable from schedule context: ranked opponents, rivalry/postseason games, upset wins, and notable losses. Sources are web-accessible independent, opponent, wire, newspaper, retrospective, or neutral statistical/archival pages found in this pass.”, “summary”: { “games_reviewed”: 10,…

9:18 AM — Research 1981-82 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_091816_166dd4 · Messages: 24 · Tools: 13

Started with: Research 1981-82 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1981-82”, “task_scope”: { “kg_writes”: false, “deliverable”: “source-backed season arc JSON” }, “summary”: { “overall_record”: “18-11”,…

Subjects: Research

Conversation excerpts

Clay: Research 1981-82 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “1981-82”, “task_scope”: { “kg_writes”: false, “deliverable”: “source-backed season arc JSON” }, “summary”: { “overall_record”: “18-11”, “big_ten_record”: “10-8”, “big_ten_finish”: “6th”, “head_coach”: “Lou Henson”, “postseason”: { “tournament”: “NIT”, “result”: “second round”, “games”: [ { “date”: “1982-03-10”, “opponent”: “Long Island University”, “site”: “Assembly Hall”, “result”: “W 126-78”, “notes”: “Season-high 126 points, 53 field goals, 92 field-goal attempts, 60…

9:18 AM — Research 1981-82 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_091815_e093a5 · Messages: 12 · Tools: 7

Started with: Research 1981-82 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “postseason_status”: { “played_postseason”: true, “tournament”: “NIT”, “ncaa_tournament”: { “selected”: false, “evidence”: “Illinois appears in the 1982…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1981-82 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “postseason_status”: { “played_postseason”: true, “tournament”: “NIT”, “ncaa_tournament”: { “selected”: false, “evidence”: “Illinois appears in the 1982 NIT selected-teams/results source, while NCAA.com’s 1982 NCAA tournament scores/bracket source lists the NCAA field/results without Illinois.” }, “nit”: { “selected”: true, “field_size”: 32, “seed”: null, “region”: null, “seed_region_note”: “The cited 1982 NIT source lists selected teams and bracket/results but does not list seeds…

9:18 AM — Research 1981-82 Illinois MBB January 1982 games; return source-backed narrative

Source: subagent · Session: 20260906_091815_dc757c · Messages: 26 · Tools: 15

Started with: Research 1981-82 Illinois MBB January 1982 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: “January 1982 games”, “source_backed_narrative_facts”: [ { “type”: “schedule_results_summary”, “fact”: “Illinois played eight January 1982 games,…

Subjects: Research

Conversation excerpts

Clay: Research 1981-82 Illinois MBB January 1982 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: “January 1982 games”, “source_backed_narrative_facts”: [ { “type”: “schedule_results_summary”, “fact”: “Illinois played eight January 1982 games, all Big Ten regular-season games, going 5-3 in the month.”, “games”: [ { “date”: “1982-01-07”, “opponent”: “Northwestern”, “site”: “McGaw/McGraw Hall, Evanston, Ill.”, “result”: “W”, “score”: “Illinois 60, Northwestern 50”, “illinois_record_after”: “7-2” }, { “date”: “1982-01-09”, “opponent”: “No. 7 Iowa”, “site”: “Iowa Field…

9:18 AM — Research 1981-82 Illinois MBB February 1-February 15, 1982 games; return source-

Source: subagent · Session: 20260906_091815_7cc517 · Messages: 31 · Tools: 18

Started with: Research 1981-82 Illinois MBB February 1-February 15, 1982 games; return source-backed narrative facts JSON only.

Early response: { “task”: “1981-82 Illinois men’s basketball games from 1982-02-01 through 1982-02-15”, “status”: “completed”, “games_found”: 4, “program_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”:…

Subjects: Research

Conversation excerpts

Clay: Research 1981-82 Illinois MBB February 1-February 15, 1982 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “1981-82 Illinois men’s basketball games from 1982-02-01 through 1982-02-15”, “status”: “completed”, “games_found”: 4, “program_context”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “1981-82”, “head_coach”: “Lou Henson”, “season_record”: “18-11 overall, 10-8 Big Ten”, “source”: “https://www.sports-reference.com/cbb/schools/illinois/men/1982-schedule.html” }, “games”: [ { “date”: “1982-02-04”, “opponent”: “Wisconsin”, “site”: “Assembly Hall, Champaign, Ill.”, “home_away_neutral”: “home”, “result”: “W 88-54”,…

9:18 AM — Research 1981-82 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_091815_5f105f · Messages: 26 · Tools: 15

Started with: Research 1981-82 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: { “requested_window”: “1982-02-16 through final played game”, “first_game_in_window”: “1982-02-18”, “final_played_game”: “1982-03-15”, “note”: “No…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1981-82 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1981-82”, “scope”: { “requested_window”: “1982-02-16 through final played game”, “first_game_in_window”: “1982-02-18”, “final_played_game”: “1982-03-15”, “note”: “No Illinois game found on 1982-02-16 in the official Illinois schedule or Sports-Reference schedule.” }, “late_season_games”: [ { “date”: “1982-02-18”, “type”: “regular season”, “site”: “Assembly Hall, Champaign, Illinois”, “home_away_neutral”: “home”, “opponent”: “Purdue”, “opponent_rank”: null, “result”: “L”, “score”: “Illinois…

9:18 AM — Research 1981-82 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_091816_b2e665 · Messages: 34 · Tools: 24

Started with: Research 1981-82 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1981-82 Illinois men’s basketball player/availability/roster narrative context tied to games”, “program”: “Illinois men’s basketball”, “season”: “1981-82”, “kg_writes”: false, “summary”: {…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1981-82 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1981-82 Illinois men’s basketball player/availability/roster narrative context tied to games”, “program”: “Illinois men’s basketball”, “season”: “1981-82”, “kg_writes”: false, “summary”: { “what_i_did”: [ “Checked official Illinois roster, official cumulative statistics, official box scores for the two 1982 NIT games, Sports-Reference season/player pages, and web-search-accessible historical summaries.”, “Focused on Lou Henson, Derek Harper, Craig Tucker, Perry Range, Anthony Welch, Bruce Douglas,…

9:25 AM — Build a verified 1980-81 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260906_092532_4f64c7 · Messages: 28 · Tools: 14

Started with: Build a verified 1980-81 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local seed JSON for 1980-81 Illinois men’s basketball schedule/results + season narrative. - Created: /home/clay/illinois_mbb_1980_81_schedule_narrative_seed.json - Contents include: - 29…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 1980-81 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local seed JSON for 1980-81 Illinois men’s basketball schedule/results + season narrative. - Created: /home/clay/illinois_mbb_1980_81_schedule_narrative_seed.json - Contents include: - 29 countable games with dates, phase, site, opponent/rank, score, OT flag, venue/location, running overall/conference records, and source IDs. - Season overview/narrative: 21-8 overall, 12-6 Big Ten, 3rd Big Ten, Lou Henson, final AP #19, NCAA West run. - Source metadata and explicit conflict notes. - Verification block with…

9:25 AM — Research 1980-81 Illinois MBB January 1981 games; return source-backed narrative

Source: subagent · Session: 20260906_092531_a9df37 · Messages: 41 · Tools: 25

Started with: Research 1980-81 Illinois MBB January 1981 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “January 1981 games”, “sources”: [ { “id”: “official_schedule”, “title”: “1980-81 Men’s Basketball Schedule - University of Illinois Athletics”,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research 1980-81 Illinois MBB January 1981 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “January 1981 games”, “sources”: [ { “id”: “official_schedule”, “title”: “1980-81 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1980-81”, “used_for”: [“official game list”, “dates”, “sites”, “scores”, “overall/conference records”] }, { “id”: “sports_reference_schedule”, “title”: “1980-81 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

9:25 AM — Research 1980-81 Illinois MBB February 1-February 15, 1981 games; return source-

Source: subagent · Session: 20260906_092531_a1e9fd · Messages: 36 · Tools: 18

Started with: Research 1980-81 Illinois MBB February 1-February 15, 1981 games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “date_window_requested”: “1981-02-01 to 1981-02-15”, “games_found”: [ { “date”: “1981-02-05”, “opponent”: “Ohio State”, “site”: “Assembly Hall, Champaign,…

Subjects: Research

Conversation excerpts

Clay: Research 1980-81 Illinois MBB February 1-February 15, 1981 games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “date_window_requested”: “1981-02-01 to 1981-02-15”, “games_found”: [ { “date”: “1981-02-05”, “opponent”: “Ohio State”, “site”: “Assembly Hall, Champaign, Ill.”, “result”: “W 82-63”, “illinois_record_after”: “13-4 overall”, “big_ten_record_after”: “not explicitly stated in primary schedule; game-by-game context implies 5-4 Big Ten if counting conference games through Feb. 5”, “source_backed_facts”: [ { “fact”: “Illinois beat Ohio State 82-63 at Assembly Hall before 16,586.”,…

9:25 AM — Research 1980-81 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260906_092530_7d95ab · Messages: 29 · Tools: 19

Started with: Research 1980-81 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”,…

Subjects: Research

Conversation excerpts

Clay: Research 1980-81 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “exhibition/preseason plus November-December regular-season games”, “sources”: [ { “id”: “official_schedule”, “type”: “official_schedule_results”, “title”: “1980-81 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/1980-81”, “supports”: [ “overall record 21-8”, “conference record 12-6”, “Nov-Dec game dates, opponents, sites, results”, “home/away/neutral splits” ] }, { “id”:…

9:25 AM — Research 1980-81 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260906_092533_713d96 · Messages: 22 · Tools: 14

Started with: Research 1980-81 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 1980-81 Illinois MBB player/availability/roster narrative context tied to games”, “program”: “Illinois men’s basketball”, “season”: “1980-81”, “kg_writes”: false, “status”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 1980-81 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 1980-81 Illinois MBB player/availability/roster narrative context tied to games”, “program”: “Illinois men’s basketball”, “season”: “1980-81”, “kg_writes”: false, “status”: “completed_with_external_source_limitation”, “issues_encountered”: [ { “issue”: “Illini Hoops MCP source-chunk search failed before yielding usable chunks”, “detail”: “Initial broad source-chunk searches returned D1 LIKE/GLOB pattern-too-complex errors and then the MCP server entered an auto-retry/circuit-breaker window. Research therefore relied on…

9:25 AM — Research independent/opponent coverage for important 1980-81 Illinois MBB games;

Source: subagent · Session: 20260906_092532_1a76bc · Messages: 22 · Tools: 16

Started with: Research independent/opponent coverage for important 1980-81 Illinois MBB games; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “Independent/opponent coverage for important games; no KG writes performed.”, “baseline_sources”: [ { “source_id”: “sr_illinois_1981_schedule”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for important 1980-81 Illinois MBB games; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “Independent/opponent coverage for important games; no KG writes performed.”, “baseline_sources”: [ { “source_id”: “sr_illinois_1981_schedule”, “title”: “1980-81 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/1981-schedule.html”, “supports”: “Full season record, rankings, opponents, scores, sites, NCAA tournament path.” }, { “source_id”:…

9:25 AM — Research 1980-81 Illinois MBB NCAA/NIT postseason status; return source-backed n

Source: subagent · Session: 20260906_092532_93d36b · Messages: 12 · Tools: 7

Started with: Research 1980-81 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Tournament”, “nit”: false, “summary”: “Illinois reached the 1981 NCAA Tournament, not…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1980-81 Illinois MBB NCAA/NIT postseason status; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “postseason_status”: { “played_postseason”: true, “tournament”: “NCAA Tournament”, “nit”: false, “summary”: “Illinois reached the 1981 NCAA Tournament, not the NIT. The Illini were the No. 4 seed in the West Region, received a first-round bye in the 48-team bracket, defeated No. 5 Wyoming 67-65 in the West second round at Pauley Pavilion in Los Angeles on March 14, 1981, then lost to No. 8 Kansas State 57-52 in the West Regional Semifinal at Salt Lake City on March 19, 1981.…

9:25 AM — Research 1980-81 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260906_092533_84adda · Messages: 36 · Tools: 23

Started with: Research 1980-81 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “Public discussions, fan/local-media narratives, postseason/program-direction/Lou Henson framing. No KG writes performed.”, “narratives”: [ {…

Subjects: Research

Conversation excerpts

Clay: Research 1980-81 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “Public discussions, fan/local-media narratives, postseason/program-direction/Lou Henson framing. No KG writes performed.”, “narratives”: [ { “id”: “return_to_relevance_1980_81”, “theme”: “1980-81 framed as Illinois’ return to national relevance under Lou Henson”, “summary”: “The season is supportable as a program-step-forward narrative: Illinois went 21-8, finished 12-6 and third in the Big Ten, ranked No. 19 in the final AP poll, and reached the NCAA regional…

9:25 AM — Research 1980-81 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260906_092532_c4ed07 · Messages: 18 · Tools: 12

Started with: Research 1980-81 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “February 16, 1981 through final played game, plus postseason context”, “facts”: [ { “type”: “late_regular_season_position”, “date”: “1981-02-16”,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 1980-81 Illinois MBB February 16-through final played game and postseason context; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “scope”: “February 16, 1981 through final played game, plus postseason context”, “facts”: [ { “type”: “late_regular_season_position”, “date”: “1981-02-16”, “fact”: “Illinois was ranked No. 15 in the AP poll on Feb. 16, 1981, two games into a late-February stretch that followed road wins at Wisconsin and Ohio State.”, “sources”: [“sports_reference_schedule”] }, { “type”: “game_result”, “date”: “1981-02-19”, “game_no_in_source”: 21, “competition”: “regular season”, “location_type”:…

9:25 AM — Research 1980-81 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260906_092532_f9bd0d · Messages: 18 · Tools: 12

Started with: Research 1980-81 Illinois MBB season arc; return source-backed JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “team”: “Illinois Fighting Illini”, “season_arc”: { “one_sentence”: “Lou Henson’s 1980-81 Illini moved Illinois back into the national picture, riding a…

Subjects: Research

Conversation excerpts

Clay: Research 1980-81 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “1980-81”, “team”: “Illinois Fighting Illini”, “season_arc”: { “one_sentence”: “Lou Henson’s 1980-81 Illini moved Illinois back into the national picture, riding a veteran Eddie Johnson-led frontcourt plus freshman point guard Derek Harper to a 21-8 season, third place in a loaded Big Ten, a final AP No. 19 ranking, and a Sweet 16 run that ended five points short against Kansas State.”, “overall_record”: “21-8”, “big_ten_record”: “12-6”, “big_ten_finish”: “3rd”, “postseason”: { “tournament”:…

9:45 AM — Donn Proactive Situational Awareness · Sep 06 09:45

Source: cron · Session: cron_6b5fd0721020_20260906_094521 · Messages: 13 · Tools: 8

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

10:00 AM — Donn Proactive Situational Awareness · Sep 06 10:01

Source: cron · Session: cron_6b5fd0721020_20260906_100023 · Messages: 14 · Tools: 9

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

10:45 AM — Donn Proactive Situational Awareness · Sep 06 10:46

Source: cron · Session: cron_6b5fd0721020_20260906_104525 · Messages: 14 · Tools: 8

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

10:59 AM — Handle Siri Dump intake #16

Source: discord · Session: 20260906_105923_ce5754c1 · Messages: 5 · Tools: 1

Started with: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri…

Early response: Got it: - Gruyère cheese - Lunch meat - Bread

Subjects: Food

Conversation excerpts

Clay: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri Dump shortcut posts into Discord general; treat it as Clay speaking. version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [discord, siri, intake, clay] --- # Siri Dump Intake When to Use Use this skill when a message in the Claw Dunker Discord server #general channel is labeled, sourced, or otherwise clearly produced by Clay’s “Siri Dump”…

Hermes: Got it: - Gruyère cheese - Lunch meat - Bread

10:59 AM — Handle Siri Dump intake #17

Source: discord · Session: 20260906_105932_b0d89500 · Messages: 11 · Tools: 5

Started with: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri…

Early response: Birthday dinner for your mom at Kathy’s is 5:30–7:30 tonight.

Subjects: Food

Conversation excerpts

Clay: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri Dump shortcut posts into Discord general; treat it as Clay speaking. version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [discord, siri, intake, clay] --- # Siri Dump Intake When to Use Use this skill when a message in the Claw Dunker Discord server #general channel is labeled, sourced, or otherwise clearly produced by Clay’s “Siri Dump”…

Hermes: Birthday dinner for your mom at Kathy’s is 5:30–7:30 tonight.

11:00 AM — Hermes update watcher · Sep 06 11:00

Source: cron · Session: cron_eb1874ec8fff_20260906_110025 · Messages: 8 · Tools: 4

Started with: [IMPORTANT: The user has invoked the “hermes-agent” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: hermes-agent…

Early response: [SILENT]

Subjects: Hermes, PD

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “hermes-agent” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: hermes-agent description: “Configure, extend, or contribute to Hermes Agent.” version: 2.1.0 author: Hermes Agent + Teknium license: MIT platforms: [linux, macos, windows] metadata: hermes: tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development] homepage: https://github.com/NousResearch/hermes-agent related_skills: [claude-code, codex, opencode] --- #…

Hermes: [SILENT]

11:00 AM — Donn Proactive Situational Awareness · Sep 06 11:01

Source: cron · Session: cron_6b5fd0721020_20260906_110026 · Messages: 9 · Tools: 5

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Pay Wells Fargo today if it isn’t already done — it’s due now, and the next late fee is the dumb kind of surprise.

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: Pay Wells Fargo today if it isn’t already done — it’s due now, and the next late fee is the dumb kind of surprise.

11:05 AM — Process Siri Dump intake #68

Source: discord · Session: 20260906_110538_528a7b61 · Messages: 9 · Tools: 3

Started with: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri…

Early response: Added to Open Brain for 2026-09-17: Check with Dr. Bernie if refills are out for Prilosec, finasteride, and escitalopram; reorder needed meds.

Subjects: Open Brain

Conversation excerpts

Clay: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri Dump shortcut posts into Discord general; treat it as Clay speaking. version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [discord, siri, intake, clay] --- # Siri Dump Intake When to Use Use this skill when a message in the Claw Dunker Discord server #general channel is labeled, sourced, or otherwise clearly produced by Clay’s “Siri Dump”…

Hermes: Added to Open Brain for 2026-09-17: Check with Dr. Bernie if refills are out for Prilosec, finasteride, and escitalopram; reorder needed meds.

11:45 AM — Donn Proactive Situational Awareness · Sep 06 11:46

Source: cron · Session: cron_6b5fd0721020_20260906_114528 · Messages: 16 · Tools: 10

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

12:00 PM — Donn Proactive Situational Awareness · Sep 06 12:01

Source: cron · Session: cron_6b5fd0721020_20260906_120030 · Messages: 14 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

12:00 PM — Run Illini Hoops backfill test

Source: cli · Session: 20260906_120035_ed2431 · Messages: 48 · Tools: 32

Started with: Run a one-season Illini Hoops backfill test for Illinois men’s basketball 1979-80 using a fresh session and the current model. Goal: process exactly one season as a cost/quality…

Early response: Done — 1979-80 only, staged and read back exactly 10 rows. Model/session: gpt-5.4-mini, current default session Total rows/by type: - 10 total - 10 season_narrative Source URL count: 6 unique URLs Seed path: -…

Subjects: General

Conversation excerpts

Clay: Run a one-season Illini Hoops backfill test for Illinois men’s basketball 1979-80 using a fresh session and the current model. Goal: process exactly one season as a cost/quality comparison against the prior gpt-5.5 rolling backfill. Workflow: 1. Load the sports-knowledge-graph-ingestion skill if available, especially Illini season narrative partial/rolling backfill guidance. 2. Research Illinois men’s basketball 1979-80 with the same 10-way split used in the previous run: exhibition/preseason+Nov-Dec, January, Feb 1-15, Feb…

Hermes: Done — 1979-80 only, staged and read back exactly 10 rows. Model/session: gpt-5.4-mini, current default session Total rows/by type: - 10 total - 10 season_narrative Source URL count: 6 unique URLs Seed path: - https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html Verified season summary: - Illinois finished 22-13, 8-10 in the Big Ten, 6th in league play, and reached the 1980 NIT after a strong nonconference start and an uneven conference season. Source pointer ID: -…

12:01 PM — Research Illinois men’s basketball 1979-80 for exhibition/preseason and Nov-Dec

Source: subagent · Session: 20260906_120102_57ce59 · Messages: 15 · Tools: 9

Started with: Research Illinois men’s basketball 1979-80 for exhibition/preseason and Nov-Dec coverage. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80”,“summary”:“Official Illinois and Sports Reference schedules show no exhibition games listed for 1979-80; the team opened Nov. 30 at No. 15 BYU and won 86-76, then went 8-2…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 for exhibition/preseason and Nov-Dec coverage. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80”,“summary”:“Official Illinois and Sports Reference schedules show no exhibition games listed for 1979-80; the team opened Nov. 30 at No. 15 BYU and won 86-76, then went 8-2 in the calendar year through Dec. 29 before heading into conference play. In December, Illinois dropped a one-point home game to Missouri in OT, then beat Kent State, Long Beach State, TCU, Missouri-St. Louis, Kentucky State, and Illinois State, lost a tight home game to Marquette, and finished the month with a Hawaii holiday…

12:01 PM — Research Illinois men’s basketball 1979-80 for January coverage. No KG writes. R

Source: subagent · Session: 20260906_120103_84ff12 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 for January coverage. No KG writes. Return compact JSON only.

Early response: {“section”:“January 1979-80 Illinois men’s basketball”,“summary”:“Illinois opened January 8-2 and ranked No. 20, then went 4-5 in the month and finished January at 12-7 overall, 4-5 in Big Ten play. The month started…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 for January coverage. No KG writes. Return compact JSON only.

Hermes: {“section”:“January 1979-80 Illinois men’s basketball”,“summary”:“Illinois opened January 8-2 and ranked No. 20, then went 4-5 in the month and finished January at 12-7 overall, 4-5 in Big Ten play. The month started with a 71-72 home loss to No. 10 Iowa, followed by a win over Northwestern, road losses at No. 10 Purdue and Minnesota, wins over Michigan and Wisconsin, then home losses to No. 4 Ohio State and at Indiana, with a close Jan. 31 finish (54-60). The January arc shows a team that stayed competitive against ranked Big Ten opponents…

12:01 PM — Research Illinois men’s basketball 1979-80 for Feb 1-15 coverage. No KG writes.

Source: subagent · Session: 20260906_120104_cc12b4 · Messages: 22 · Tools: 15

Started with: Research Illinois men’s basketball 1979-80 for Feb 1-15 coverage. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 | Feb. 1-15”,“summary”:“Illinois opened the window with a road loss at Michigan State (59-68 on Feb. 2) after the Jan. 31 loss at Indiana. The Illini then steadied at home…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 for Feb 1-15 coverage. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 | Feb. 1-15”,“summary”:“Illinois opened the window with a road loss at Michigan State (59-68 on Feb. 2) after the Jan. 31 loss at Indiana. The Illini then steadied at home with a 67-50 win over Wisconsin on Feb. 7 and a strong 89-68 win over Indiana on Feb. 9. The stretch ended with a narrow 76-78 loss at Michigan on Feb. 14; Daily Illini coverage the next day described Illinois getting good looks late, including Reno Gray’s tieing basket at 76 before the finish.”,“sources”:[{“title”:“1979-80…

12:01 PM — Research Illinois men’s basketball 1979-80 for Feb 16-final/postseason coverage.

Source: subagent · Session: 20260906_120118_8c920c · Messages: 14 · Tools: 9

Started with: Research Illinois men’s basketball 1979-80 for Feb 16-final/postseason coverage. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 (Feb. 16 through postseason)”,“summary”:{“regular_season”:“Illinois lost at No. 9 Ohio State on Feb. 16, 57-71, finishing the regular season 16-12 overall before the final…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 for Feb 16-final/postseason coverage. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 (Feb. 16 through postseason)”,“summary”:{“regular_season”:“Illinois lost at No. 9 Ohio State on Feb. 16, 57-71, finishing the regular season 16-12 overall before the final Big Ten stretch. The team then split its last two conference games, beating Minnesota 60-58 in overtime on Feb. 21, losing to No. 15 Purdue 69-72 on Feb. 23, beating Northwestern 90-66 on Feb. 28, and losing at Iowa 71-75 on Mar. 1. The season line was 22-13 overall, 8-10 in the Big Ten, and 6th in the…

12:01 PM — Research Illinois men’s basketball 1979-80 NCAA/NIT status. No KG writes. Return

Source: subagent · Session: 20260906_120118_b219c6 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 NCAA/NIT status. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 NCAA/NIT status”,“summary”:“Illinois did not make the 1979-80 NCAA Tournament. The team finished 22-13 overall and played in the NIT, winning three games before losing in…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 NCAA/NIT status. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 NCAA/NIT status”,“summary”:“Illinois did not make the 1979-80 NCAA Tournament. The team finished 22-13 overall and played in the NIT, winning three games before losing in the semifinal and then beating UNLV in the third-place game. Sports Reference and the official Illinois athletics schedule both list the postseason as NIT games.”,“sources”:[{“title”:“1979-80 Illinois Fighting Illini Men’s Schedule and Results (Sports…

12:01 PM — Research Illinois men’s basketball 1979-80 season arc. No KG writes. Return comp

Source: subagent · Session: 20260906_120119_e6e8a9 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 season arc. No KG writes. Return compact JSON only.

Early response: {“section”:“1979-80 season arc”,“summary”:“Illinois under Lou Henson opened the 1979-80 season with a strong nonconference start, including an opening win at BYU, and briefly entered the AP poll at No. 20 on Jan. 2.…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season arc. No KG writes. Return compact JSON only.

Hermes: {“section”:“1979-80 season arc”,“summary”:“Illinois under Lou Henson opened the 1979-80 season with a strong nonconference start, including an opening win at BYU, and briefly entered the AP poll at No. 20 on Jan. 2. The team then settled into an uneven Big Ten stretch, finishing 8-10 in conference play and 22-13 overall, good for 6th in the Big Ten. The year ended on a postseason upswing: Illinois won three straight NIT games in Champaign, fell by two to Minnesota in the NIT semifinal at Madison Square Garden, then beat UNLV to take third…

12:01 PM — Research Illinois men’s basketball 1979-80 schedule/results seed. No KG writes.

Source: subagent · Session: 20260906_120119_165ca6 · Messages: 11 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 schedule/results seed. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 schedule/results seed”,“summary”:“Verified season seed: Illinois finished 22-13 overall and 8-10 in the Big Ten under Lou Henson, placing 6th in the conference. The…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 schedule/results seed. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 schedule/results seed”,“summary”:“Verified season seed: Illinois finished 22-13 overall and 8-10 in the Big Ten under Lou Henson, placing 6th in the conference. The official Illinois athletics schedule page lists the season game log and confirms the overall/conference record; Sports Reference independently matches the season record and shows the full schedule/results including postseason NIT games.”,“sources”:[{“title”:“1979-80 Men’s Basketball Schedule - University of Illinois…

12:01 PM — Research Illinois men’s basketball 1979-80 independent/opponent coverage. No KG

Source: subagent · Session: 20260906_120131_33780d · Messages: 12 · Tools: 8

Started with: Research Illinois men’s basketball 1979-80 independent/opponent coverage. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 independent/opponent coverage”,“summary”:“Illinois went 22-13 overall in 1979-80, with a nonconference/independent-heavy slate that mixed road wins, neutral-site games, and…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 independent/opponent coverage. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 independent/opponent coverage”,“summary”:“Illinois went 22-13 overall in 1979-80, with a nonconference/independent-heavy slate that mixed road wins, neutral-site games, and a postseason NIT run. Sports Reference shows the Illini opened with a win at BYU, beat Texas Christian on the road, split with independent opponents Illinois State and Marquette, and finished the season by beating Loyola-Chicago, Illinois State, Murray State, and UNLV before losing to Minnesota in the NIT semifinals. The…

12:01 PM — Research Illinois men’s basketball 1979-80 player/availability/roster context. N

Source: subagent · Session: 20260906_120131_719e0f · Messages: 18 · Tools: 12

Started with: Research Illinois men’s basketball 1979-80 player/availability/roster context. No KG writes. Return compact JSON only.

Early response: {“section”:“illinois_mbb_1979_80_player_availability_roster_context”,“summary”:“Illinois entered 1979-80 with a stable, veteran core under Lou Henson: Sports Reference lists 12 players who appeared in games, led by…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 player/availability/roster context. No KG writes. Return compact JSON only.

Hermes: {“section”:“illinois_mbb_1979_80_player_availability_roster_context”,“summary”:“Illinois entered 1979-80 with a stable, veteran core under Lou Henson: Sports Reference lists 12 players who appeared in games, led by Eddie Johnson (35 GP/35 GS, 17.4 ppg, 8.9 rpg), Mark Smith (35/31, 15.3 ppg), Reno Gray, James Griffin, Perry Range, Derek Holcomb, Neil Bresnahan, Rob Judson, Kevin Bontemps, Levi Cobb, Quinn Richardson, and Kevin Westervelt. The official Illinois roster page lists 13 players, adding Bryan Leonard to that group, so the university…

12:01 PM — Research Illinois men’s basketball 1979-80 public/fan/local media narrative. No

Source: subagent · Session: 20260906_120132_cb04e5 · Messages: 15 · Tools: 7

Started with: Research Illinois men’s basketball 1979-80 public/fan/local media narrative. No KG writes. Return compact JSON only.

Early response: {“section”:“Illinois men’s basketball 1979-80 public/fan/local media narrative”,“summary”:“Local coverage framed the 1979-80 Illini as a high-expectation, return-to-relevance team built around Eddie Johnson and Mark…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 public/fan/local media narrative. No KG writes. Return compact JSON only.

Hermes: {“section”:“Illinois men’s basketball 1979-80 public/fan/local media narrative”,“summary”:“Local coverage framed the 1979-80 Illini as a high-expectation, return-to-relevance team built around Eddie Johnson and Mark Smith, with Lou Henson’s program drawing renewed attention in Champaign-Urbana. The season’s storyline was that Illinois finally converted talent into a breakthrough year: a 22-13 finish, 8-10 in the Big Ten, and the program’s first postseason appearance since 1963, reaching the NIT and placing third. The public-facing narrative…

12:20 PM — Repair Illinois men’s basketball 1979-80

Source: cli · Session: 20260906_121956_f9a608 · Messages: 78 · Tools: 43

Started with: Run a one-season Illini Hoops repair/backfill for Illinois men’s basketball 1979-80 using this fresh gpt-5.4-mini session. This is a quality repair because a prior shallow…

Early response: Model/session: gpt-5.4-mini, fresh session. 10/10 subagents: completed. Local workspace: - /home/clay/.hermes/workspace/illini_1979_80_game_narrative_backfill_repair/staged_rows.json -…

Subjects: General

Conversation excerpts

Clay: Run a one-season Illini Hoops repair/backfill for Illinois men’s basketball 1979-80 using this fresh gpt-5.4-mini session. This is a quality repair because a prior shallow 1979-80 test produced only 10 bare rows. Do NOT continue to any other season. Mandatory workflow: 1. Load sports-knowledge-graph-ingestion skill and follow Illini season narrative partial/rolling backfill guidance. 2. You MUST dispatch an actual 10-subagent parallel research fanout. Every subagent instruction must include: “No KG writes. Return compact JSON only with…

Hermes: Model/session: gpt-5.4-mini, fresh session. 10/10 subagents: completed. Local workspace: - /home/clay/.hermes/workspace/illini_1979_80_game_narrative_backfill_repair/staged_rows.json - /home/clay/.hermes/workspace/illini_1979_80_game_narrative_backfill_repair/ledger.json Season summary: - Illinois 1979-80 research reconsolidated as a one-season repair/backfill only. - Working season profile from the research batch: 22-13 overall, 8-10 Big Ten, 6th in conference, NIT third-place finish. Source pointer: -…

12:20 PM — Research Illinois men’s basketball 1979-80 scope g: verified schedule/results se

Source: subagent · Session: 20260906_122044_31f31b · Messages: 16 · Tools: 9

Started with: Research Illinois men’s basketball 1979-80 scope g: verified schedule/results seed JSON with all countable games, scores, site, phase, records, conflicts. No KG writes. Return…

Early response: {“scope”:“Illinois men’s basketball 1979-80 countable games (33 total; regular season + NIT)”,“games”:[{“date”:“1979-11-30”,“opponent”:“at Brigham Young”,“site”:“Marriott Center (Provo,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope g: verified schedule/results seed JSON with all countable games, scores, site, phase, records, conflicts. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 countable games (33 total; regular season + NIT)”,“games”:[{“date”:“1979-11-30”,“opponent”:“at Brigham Young”,“site”:“Marriott Center (Provo, UT)”,“phase”:“REG”,“result”:“W”,“score_for”:86,“score_against”:76,“overall_record”:“1-0”,“conf_record”:“0-0”,“conf”:“non-conf”,“thin_source”:false,“conflicts”:[]},{“date”:“1979-12-04”,“opponent”:“Missouri”,“site”:“Assembly…

12:20 PM — Research Illinois men’s basketball 1979-80 scope d: February 16 through final pl

Source: subagent · Session: 20260906_122043_97759a · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 scope d: February 16 through final played game and postseason context. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80: games from 1980-02-16 through final played game, plus postseason context”,“games”:[{“date”:“1980-02-16”,“opponent”:“at Ohio State”,“site”:“Columbus, Ohio”,“score”:“L…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope d: February 16 through final played game and postseason context. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80: games from 1980-02-16 through final played game, plus postseason context”,“games”:[{“date”:“1980-02-16”,“opponent”:“at Ohio State”,“site”:“Columbus, Ohio”,“score”:“L 57-71”,“phase”:“regular season”,“countable”:true,“notes”:“Big Ten road loss; Illinois entered this game after a tight loss at Michigan and remained in the conference race.”},{“date”:“1980-02-21”,“opponent”:“Minnesota”,“site”:“Assembly Hall (Champaign, Ill.)”,“score”:“W 60-58 OT”,“phase”:“regular…

12:20 PM — Research Illinois men’s basketball 1979-80 scope j: public/fan/local media narra

Source: subagent · Session: 20260906_122045_25fb20 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 scope j: public/fan/local media narrative, Daily Illini/IDNC/local retrospectives, caveats. No KG writes. Return compact JSON only with…

Early response: {“scope”:“Illinois men’s basketball 1979-80 public/fan/local-media narrative, emphasizing Daily Illini/IDNC/local retrospectives and noting where coverage is thin.”,“narrative”:[{“theme”:“season…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope j: public/fan/local media narrative, Daily Illini/IDNC/local retrospectives, caveats. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 public/fan/local-media narrative, emphasizing Daily Illini/IDNC/local retrospectives and noting where coverage is thin.”,“narrative”:[{“theme”:“season framing”,“summary”:“Local and campus coverage generally frames 1979-80 as the early Lou Henson turnaround: Illinois went 22-13, finished 8-10 in the Big Ten, earned an NIT berth, and reached the NIT third-place game. That made it the program’s first postseason appearance since 1963 and the first of Henson’s 11 20-win Illinois…

12:20 PM — Research Illinois men’s basketball 1979-80 scope a: exhibition/preseason plus No

Source: subagent · Session: 20260906_122043_ecc170 · Messages: 14 · Tools: 9

Started with: Research Illinois men’s basketball 1979-80 scope a: exhibition/preseason plus November-December games. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80: preseason/exhibition through December games”,“games”:[{“date”:“1979-11-30”,“opponent”:“Brigham Young”,“site”:“Marriott Center, Provo, UT”,“score”:“Illinois 86, BYU…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope a: exhibition/preseason plus November-December games. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80: preseason/exhibition through December games”,“games”:[{“date”:“1979-11-30”,“opponent”:“Brigham Young”,“site”:“Marriott Center, Provo, UT”,“score”:“Illinois 86, BYU 76”,“phase”:“regular season (opening game; no preseason/exhibition game located)”,“countable”:true,“notes”:[“Opened the season with a road win over #15 BYU.”,“Sports-Reference marks it REG, not exhibition.”]},{“date”:“1979-12-04”,“opponent”:“Missouri”,“site”:“Assembly Hall, Champaign, IL”,“score”:“Missouri 67, Illinois 66…

12:20 PM — Research Illinois men’s basketball 1979-80 scope b: January games. No KG writes.

Source: subagent · Session: 20260906_122043_e5e69e · Messages: 14 · Tools: 7

Started with: Research Illinois men’s basketball 1979-80 scope b: January games. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80, January games only”,“games”:[{“date”:“1980-01-03”,“opponent”:“Iowa”,“site”:“Assembly Hall”,“score”:{“illinois”:71,“opponent”:72},“result”:“L”,“phase”:“regular…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope b: January games. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80, January games only”,“games”:[{“date”:“1980-01-03”,“opponent”:“Iowa”,“site”:“Assembly Hall”,“score”:{“illinois”:71,“opponent”:72},“result”:“L”,“phase”:“regular season”,“countable”:true,“narrative”:“Big Ten home game against ranked Iowa (No. 10 in Sports-Reference), Illinois lost by 1.”},{“date”:“1980-01-05”,“opponent”:“Northwestern”,“site”:“Assembly Hall”,“score”:{“illinois”:81,“opponent”:71},“result”:“W”,“phase”:“regular season”,“countable”:true,“narrative”:“Big Ten home win, double-digit…

12:20 PM — Research Illinois men’s basketball 1979-80 scope f: season arc record, Big Ten,

Source: subagent · Session: 20260906_122044_5b0374 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1979-80 scope f: season arc record, Big Ten, rankings, statistical profile, key people, article hooks. No KG writes. Return compact JSON only…

Early response: {“scope”:“Illinois men’s basketball, 1979-80 season (scope f): season arc, record, Big Ten finish, rankings, statistical profile, key people, and article…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope f: season arc record, Big Ten, rankings, statistical profile, key people, article hooks. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball, 1979-80 season (scope f): season arc, record, Big Ten finish, rankings, statistical profile, key people, and article hooks.”,“summary”:{“record”:{“overall”:“22-13”,“conference”:“8-10 Big Ten”,“finish”:“6th in Big Ten”},“season_arc”:[“Opened with a road win at BYU, then had an up-and-down nonconference stretch.”,“Reached 20-13 overall after the NIT run; finished the season with a third-place NIT game win over UNLV after losing in the semifinal to Minnesota.”,“Season shape: solid but not elite nationally;…

12:20 PM — Research Illinois men’s basketball 1979-80 scope i: player/availability/roster n

Source: subagent · Session: 20260906_122044_f80e4a · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 scope i: player/availability/roster narrative context tied to games. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80 roster/availability context tied to games; focused on who was available, who started, and which players drove key games rather than full season…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope i: player/availability/roster narrative context tied to games. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 roster/availability context tied to games; focused on who was available, who started, and which players drove key games rather than full season recaps.”,“players”:[{“name”:“Eddie Johnson”,“role”:“primary scorer / main frontcourt star”,“availability”:“appeared in all 35 games; started all 35”,“narrative”:“Led the team in scoring and minutes; centerpiece in the regular rotation across the entire season.”,“season_notes”:“17.4 ppg, 8.9 rpg, 34.5 mpg; team’s top scorer and…

12:20 PM — Research Illinois men’s basketball 1979-80 scope c: February 1-15 games. No KG w

Source: subagent · Session: 20260906_122043_26d08d · Messages: 19 · Tools: 13

Started with: Research Illinois men’s basketball 1979-80 scope c: February 1-15 games. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80, games from 1980-02-01 through 1980-02-15”,“games”:[{“date”:“1980-02-02”,“opponent”:“Michigan State”,“site”:“at Michigan State (East Lansing, Mich.)”,“score”:“L…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope c: February 1-15 games. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80, games from 1980-02-01 through 1980-02-15”,“games”:[{“date”:“1980-02-02”,“opponent”:“Michigan State”,“site”:“at Michigan State (East Lansing, Mich.)”,“score”:“L 59-68”,“phase”:“Big Ten regular season”,“countable”:true,“narrative”:“Road conference loss; Illinois trailed by 9. Sports-reference cumulative stats show this as the same game as the Feb. 2 entry in that table, while the official Illinois schedule places the Wisconsin game on Feb. 7.”},{“date”:“1980-02-07”,“opponent”:“Wisconsin”,“site”:“vs…

12:20 PM — Research Illinois men’s basketball 1979-80 scope h: independent/opponent coverag

Source: subagent · Session: 20260906_122044_0067f4 · Messages: 11 · Tools: 7

Started with: Research Illinois men’s basketball 1979-80 scope h: independent/opponent coverage for important games. No KG writes. Return compact JSON only with sources/caveats.

Early response: { “scope”: “Illinois men’s basketball 1979-80, focusing on independent/opponent coverage for notable games and whether it confirms scores, stakes, or turning points.”, “items”: [ { “game”: “12/29/1979 vs Louisville…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope h: independent/opponent coverage for important games. No KG writes. Return compact JSON only with sources/caveats.

Hermes: { “scope”: “Illinois men’s basketball 1979-80, focusing on independent/opponent coverage for notable games and whether it confirms scores, stakes, or turning points.”, “items”: [ { “game”: “12/29/1979 vs Louisville (neutral, Honolulu)”, “evidence”: [ “Illinois won 77-64.”, “Louisville’s opponent-history page confirms the same result and date.”, “Illinois box score confirms the neutral-site Hawaii Tournament game and final.” ], “assessment”: “Strong confirmation of score and neutral-site matchup.” }, { “game”: “01/03/1980 vs Iowa (home)”,…

12:20 PM — Research Illinois men’s basketball 1979-80 scope e: NCAA/NIT postseason status.

Source: subagent · Session: 20260906_122044_d482a0 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1979-80 scope e: NCAA/NIT postseason status. No KG writes. Return compact JSON only with sources/caveats.

Early response: {“scope”:“Illinois men’s basketball 1979-80 postseason status (NCAA/NIT)”,“status”:“Illinois did not make the NCAA Tournament; it received an NIT bid, hosted and won three early-round games, lost in the semifinals to…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 scope e: NCAA/NIT postseason status. No KG writes. Return compact JSON only with sources/caveats.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 postseason status (NCAA/NIT)”,“status”:“Illinois did not make the NCAA Tournament; it received an NIT bid, hosted and won three early-round games, lost in the semifinals to Minnesota, and finished third by beating UNLV in the third-place game. The NIT did not use formal seeding in 1980, so no official seed is…

12:28 PM — Repair Illinois men’s basketball 1979-80 Illini…

Source: cli · Session: 20260906_122758_245957 · Messages: 1 · Tools: 0

Started with: Repair Illinois men’s basketball 1979-80 Illini Hoops backfill using gpt-5.4. This is NOT done until quality resembles prior 5.5 season backfills. Do exactly one season: 1979-80.…

Subjects: General

Conversation excerpts

Clay: Repair Illinois men’s basketball 1979-80 Illini Hoops backfill using gpt-5.4. This is NOT done until quality resembles prior 5.5 season backfills. Do exactly one season: 1979-80. Do not continue to other seasons. Context: two prior 5.4-mini tests were too bare. They produced only 10 rows and 5-6 URLs. You must repair/enrich the local 1979-80 backfill, not merely stage 10 overview rows. MANDATORY acceptance gates before final response: - Dispatch an actual 10-subagent parallel fanout, or if delegation is unavailable, do the equivalent 10-scope…

12:45 PM — Donn Proactive Situational Awareness · Sep 06 12:46

Source: cron · Session: cron_6b5fd0721020_20260906_124531 · Messages: 11 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

1:00 PM — Donn Proactive Situational Awareness · Sep 06 13:01

Source: cron · Session: cron_6b5fd0721020_20260906_130033 · Messages: 17 · Tools: 9

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

1:19 PM — Repair Illinois men’s basketball 1979-80 backfill

Source: cli · Session: 20260906_131934_8139b6 · Messages: 56 · Tools: 31

Started with: Run a quality-gated repair for Illinois men’s basketball 1979-80 backfill using gpt-5.4-mini. Do exactly one season: 1979-80. This is a re-test after updating the Illini backfill…

Early response: Model/session: gpt-5.4-mini / this CLI session 10/10 status: research fanout dispatched; first 10 staged and read back; quality gates passed for 1979-80 only Token usage: not available from the tools I used Row counts:…

Subjects: PD, Research

Conversation excerpts

Clay: Run a quality-gated repair for Illinois men’s basketball 1979-80 backfill using gpt-5.4-mini. Do exactly one season: 1979-80. This is a re-test after updating the Illini backfill quality gates. Load sports-knowledge-graph-ingestion skill, especially references/illini-season-narrative-partial-ingest.md. Follow the quality gates there. Row count alone is not quality. Existing weak outputs to improve, not trust blindly: - /home/clay/.hermes/workspace/illini_1979_80_game_narrative_backfill_test/ -…

Hermes: Model/session: gpt-5.4-mini / this CLI session 10/10 status: research fanout dispatched; first 10 staged and read back; quality gates passed for 1979-80 only Token usage: not available from the tools I used Row counts: - total rows: 56 - schedule_result: 33 - postseason: 5 - season_context: 5 - player_roster_stat: 8 - media_hook: 5 Schedule coverage: - seed games: 33 - schedule coverage in staged rows: 33 - missed games: 0 URL count: - 56 rows carry HTTP refs - no-HTTP rows: 0 Audit: - score: 31/36 - verdict: acceptable / pass Seed path: -…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 7: official or archived

Source: subagent · Session: 20260906_132013_77d164 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 season scope 7: official or archived Big Ten standings and conference context. Return compact JSON only with sources and caveats. No KG…

Early response: {“scope”:“Illinois men’s basketball 1979-80 season: Big Ten conference finish and standings context”,“findings”:[{“fact”:“Illinois Big Ten finish”,“value”:“6th place with an 8-10 conference record; overall record…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 7: official or archived Big Ten standings and conference context. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 season: Big Ten conference finish and standings context”,“findings”:[{“fact”:“Illinois Big Ten finish”,“value”:“6th place with an 8-10 conference record; overall record 22-13.”,“source”:“Sports-Reference Illinois 1979-80 season page: https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html”},{“fact”:“Big Ten champion”,“value”:“Indiana finished 13-5 and was the 1979-80 Big Ten regular-season champion.”,“source”:“Sports-Reference Big Ten 1979-80 season summary:…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 5: media/editorial hooks

Source: subagent · Session: 20260906_132013_6242b3 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1979-80 season scope 5: media/editorial hooks, game recaps, and notable season narratives. Return compact JSON only with sources and caveats.…

Early response: {“scope”:“Illinois men’s basketball, 1979-80 season (media/editorial hooks, game recaps, and season narratives)”,“hooks”:[{“hook”:“Lou Henson’s Illini turned a 19-win return group into a 22-13 team and reached the NIT,…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 5: media/editorial hooks, game recaps, and notable season narratives. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball, 1979-80 season (media/editorial hooks, game recaps, and season narratives)”,“hooks”:[{“hook”:“Lou Henson’s Illini turned a 19-win return group into a 22-13 team and reached the NIT, making the program’s first postseason appearance since 1963.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html”,“why_it_matters”:“This is the clean season-level framing hook: progress, postseason return, and a coach-building narrative.”},{“hook”:“Illinois opened with a signature road win at…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 6: official game-by-game

Source: subagent · Session: 20260906_132013_6216fa · Messages: 12 · Tools: 8

Started with: Research Illinois men’s basketball 1979-80 season scope 6: official game-by-game box score or recap sources for early season home games. Return compact JSON only with sources and…

Early response: {“scope”:“Illinois men’s basketball 1979-80 early-season home games (first six home/Champaign-area games in early December 1979)”,“sources”:[{“game”:“1979-80 schedule overview (home games list and…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 6: official game-by-game box score or recap sources for early season home games. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 early-season home games (first six home/Champaign-area games in early December 1979)”,“sources”:[{“game”:“1979-80 schedule overview (home games list and dates)”,“source”:“https://fightingillini.com/sports/mens-basketball/schedule/1979-80”,“notes”:“Official Illinois schedule page; shows Dec. 4, 6, 8, 11, 14, and 15 as the early-season home/near-home cluster.”},{“game”:“vs Missouri — Dec. 4,…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 9: stats/archive pages f

Source: subagent · Session: 20260906_132014_12a118 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1979-80 season scope 9: stats/archive pages for team totals and opponent/game log source coverage. Return compact JSON only with sources and…

Early response: {“scope”:“Illinois men’s basketball 1979-80 season”,“sources”:[{“description”:“Illinois official cumulative statistics page with team totals, opponents totals, and game-by-game stats for 1979-80; includes a linked PDF…

Subjects: Research, Web publishing

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 9: stats/archive pages for team totals and opponent/game log source coverage. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 season”,“sources”:[{“description”:“Illinois official cumulative statistics page with team totals, opponents totals, and game-by-game stats for 1979-80; includes a linked PDF copy.”,“source”:“https://fightingillini.com/sports/mens-basketball/stats/1979-80”},{“description”:“Illinois official 1979-80 schedule page with opponent-by-opponent results and game log coverage.”,“source”:“https://fightingillini.com/sports/mens-basketball/schedule/1979-80”},{“description”:“Sports Reference season page for…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 3: postseason game(s), t

Source: subagent · Session: 20260906_132012_0cda53 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1979-80 season scope 3: postseason game(s), tournament status, and related season-ending context. Return compact JSON only with sources and…

Early response: {“scope”:“Illinois men’s basketball 1979-80 season: postseason games, tournament status, and season-ending context”,“postseason”:[{“event”:“NIT First…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 3: postseason game(s), tournament status, and related season-ending context. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 season: postseason games, tournament status, and season-ending context”,“postseason”:[{“event”:“NIT First Round”,“date”:“1980-03-05”,“opponent”:“Loyola-Chicago”,“result”:“Illinois won 105-87”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html”},{“event”:“NIT Second Round”,“date”:“1980-03-10”,“opponent”:“Illinois State”,“result”:“Illinois won 75-65”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html”},{“event”:“NIT…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 10: conflict check and s

Source: subagent · Session: 20260906_132014_eaf8d8 · Messages: 26 · Tools: 18

Started with: Research Illinois men’s basketball 1979-80 season scope 10: conflict check and source crosswalk among available sources. Return compact JSON only with sources and caveats. No KG…

Early response: {“scope”:“Illinois men’s basketball 1979-80 season scope 10 crosswalk”,“conflicts”:[{“topic”:“Big Ten finish”,“sources”:[“sports-reference”,“official guide/media guide”],“issue”:“Sports-reference labels Illinois 6th in…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 10: conflict check and source crosswalk among available sources. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 season scope 10 crosswalk”,“conflicts”:[{“topic”:“Big Ten finish”,“sources”:[“sports-reference”,“official guide/media guide”],“issue”:“Sports-reference labels Illinois 6th in the Big Ten, while the guide text says 7th place.”,“resolution_hint”:“Preserve both as source-specific claims unless a tie-break or standings table is added to adjudicate the finish.”}],“caveats”:[“Record and postseason status align across available sources: 22-13 overall, 8-10 Big Ten, and NIT participant.”,“Roster size aligns…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 1: official roster/team

Source: subagent · Session: 20260906_132012_6533e9 · Messages: 6 · Tools: 3

Started with: Research Illinois men’s basketball 1979-80 season scope 1: official roster/team season context, coach, overall record, conference finish, rankings/postseason. Return compact JSON…

Early response: {“scope”:“Illinois men’s basketball 1979-80 season”,“findings”:[{“fact”:“Official roster / team context”,“value”:“University of Illinois archival 1979-80 roster lists 12 players including Eddie Johnson, Mark Smith,…

Subjects: Research, Public writing, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 1: official roster/team season context, coach, overall record, conference finish, rankings/postseason. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 season”,“findings”:[{“fact”:“Official roster / team context”,“value”:“University of Illinois archival 1979-80 roster lists 12 players including Eddie Johnson, Mark Smith, Reno Gray, James Griffin, Perry Range, Derek Holcomb, Neil Bresnahan, Rob Judson, Kevin Bontemps, Levi Cobb, Bryan Leonard, and Quinn Richardson.”,“source”:“https://fightingillini.com/sports/mens-basketball/roster/1979-80”,“caveat”:“Official athletics roster page; the snippet exposed all roster entries and player bios, but not…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 2: full regular-season s

Source: subagent · Session: 20260906_132012_d9aef3 · Messages: 22 · Tools: 13

Started with: Research Illinois men’s basketball 1979-80 season scope 2: full regular-season schedule and results. Return compact JSON only with sources and caveats. No KG writes.

Early response: {“scope”:“Illinois men’s basketball 1979-80 regular season only (28 games; excludes NIT games).”,“games”:[{“date”:“1979-11-30”,“opponent”:“Brigham Young”,“site”:“Marriott Center (Provo,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 2: full regular-season schedule and results. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80 regular season only (28 games; excludes NIT games).”,“games”:[{“date”:“1979-11-30”,“opponent”:“Brigham Young”,“site”:“Marriott Center (Provo, UT)”,“score”:“86-76”,“wl”:“W”,“phase”:“REG”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html”},{“date”:“1979-12-04”,“opponent”:“Missouri”,“site”:“Assembly Hall (Champaign, IL)”,“score”:“66-67…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 4: player roster, key pl

Source: subagent · Session: 20260906_132012_e532cf · Messages: 5 · Tools: 2

Started with: Research Illinois men’s basketball 1979-80 season scope 4: player roster, key players, and individual season stat leaders. Return compact JSON only with sources and caveats. No…

Early response: {“scope”:“Illinois men’s basketball 1979-80: roster, key players, and season stat leaders”,“players”:[{“name”:“Eddie Johnson”,“role”:“key player; leading scorer and rebounder”,“stats”:“17.4 PPG, 8.9 RPG, 2.0…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 4: player roster, key players, and individual season stat leaders. Return compact JSON only with sources and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1979-80: roster, key players, and season stat leaders”,“players”:[{“name”:“Eddie Johnson”,“role”:“key player; leading scorer and rebounder”,“stats”:“17.4 PPG, 8.9 RPG, 2.0 APG”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980.html”},{“name”:“Mark Smith”,“role”:“key player”,“stats”:“15.3 PPG, 6.1 RPG, 2.7 APG”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1980.html”},{“name”:“Reno Gray”,“role”:“key player; leading assister”,“stats”:“9.1 PPG, 1.3 RPG, 3.1…

1:20 PM — Research Illinois men’s basketball 1979-80 season scope 8: archived news coverag

Source: subagent · Session: 20260906_132013_aaa512 · Messages: 14 · Tools: 9

Started with: Research Illinois men’s basketball 1979-80 season scope 8: archived news coverage for late-season and tournament-related games. Return compact JSON only with sources and caveats.…

Early response: { “scope”: “Illinois men’s basketball 1979-80, late-season and tournament-related games (March 1980 run through NIT finale).”, “stories”: [ { “story”: “Illinois closed the regular season with a road loss at Iowa, then…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1979-80 season scope 8: archived news coverage for late-season and tournament-related games. Return compact JSON only with sources and caveats. No KG writes.

Hermes: { “scope”: “Illinois men’s basketball 1979-80, late-season and tournament-related games (March 1980 run through NIT finale).”, “stories”: [ { “story”: “Illinois closed the regular season with a road loss at Iowa, then started its NIT run at home against Loyola (IL) on Mar. 5.”, “source”: “https://www.sports-reference.com/cbb/schools/illinois/men/1980-schedule.html” }, { “story”: “Daily Illini archive issue page for March 1980 coverage, including the Loyola/NIT period.”, “source”: “https://idnc.library.illinois.edu/?a=cl&cl=CL2.1980.03&sp=DIL”…

1:45 PM — Donn Proactive Situational Awareness · Sep 06 13:47

Source: cron · Session: cron_6b5fd0721020_20260906_134535 · Messages: 24 · Tools: 15

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Bills: Wells Fargo due today. ```telegram-reminder-controls {“group_id”:“pay-wells-fargo-credit-card”,“items”:[{“id”:“51513c1c”,“label”:“Wells Fargo”,“instruction”:“If Clay taps Done, treat this reminder as handled…

Subjects: Telegram

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: Bills: Wells Fargo due today. telegram-reminder-controls {"group_id":"pay-wells-fargo-credit-card","items":[{"id":"51513c1c","label":"Wells Fargo","instruction":"If Clay taps Done, treat this reminder as handled and, when appropriate, mark the matching open item complete. If Clay taps Snooze, re-surface this same item after the selected delay. If Clay taps Stop, stop future reminders for this item when possible."}],"snooze":["3h","tomorrow"]}

1:56 PM — Run Illinois 1978-79 narrative backfill

Source: cli · Session: 20260906_135627_bd0c9f · Messages: 44 · Tools: 23

Started with: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1978-79. Do not continue to any other season. Load…

Early response: Done. Model/session: gpt-5.4-mini, this CLI session Research scopes: 10/10 dispatched, and I stayed on 1978-79 only Token usage: not exposed by the available tools Artifacts written: -…

Subjects: Research

Conversation excerpts

Clay: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1978-79. Do not continue to any other season. Load sports-knowledge-graph-ingestion skill, especially references/illini-season-narrative-partial-ingest.md. Follow the quality gates there. Row count alone is not quality. Write final artifacts only under: /home/clay/.hermes/workspace/illini_1978_79_game_narrative_backfill_quality_test/ Required files: schedule_seed.json, staged_rows.json, ledger.json, quality_audit.json. Mandatory…

Hermes: Done. Model/session: gpt-5.4-mini, this CLI session Research scopes: 10/10 dispatched, and I stayed on 1978-79 only Token usage: not exposed by the available tools Artifacts written: - /home/clay/.hermes/workspace/illini_1978_79_game_narrative_backfill_quality_test/schedule_seed.json - /home/clay/.hermes/workspace/illini_1978_79_game_narrative_backfill_quality_test/staged_rows.json - /home/clay/.hermes/workspace/illini_1978_79_game_narrative_backfill_quality_test/quality_audit.json -…

1:56 PM — Run Illinois 1977-78 narrative backfill

Source: cli · Session: 20260906_135631_5fcdf0 · Messages: 44 · Tools: 27

Started with: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1977-78. Do not continue to any other season. Load…

Early response: Done. Model/session: gpt-5.4-mini, default Hermes session Research fanout: 10/10 scopes completed Token usage: not available from the tools Artifacts written under: -…

Subjects: Hermes, Research

Conversation excerpts

Clay: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1977-78. Do not continue to any other season. Load sports-knowledge-graph-ingestion skill, especially references/illini-season-narrative-partial-ingest.md. Follow the quality gates there. Row count alone is not quality. Write final artifacts only under: /home/clay/.hermes/workspace/illini_1977_78_game_narrative_backfill_quality_test/ Required files: schedule_seed.json, staged_rows.json, ledger.json, quality_audit.json. Mandatory…

Hermes: Done. Model/session: gpt-5.4-mini, default Hermes session Research fanout: 10/10 scopes completed Token usage: not available from the tools Artifacts written under: - /home/clay/.hermes/workspace/illini_1977_78_game_narrative_backfill_quality_test/schedule_seed.json - /home/clay/.hermes/workspace/illini_1977_78_game_narrative_backfill_quality_test/staged_rows.json - /home/clay/.hermes/workspace/illini_1977_78_game_narrative_backfill_quality_test/ledger.json -…

1:56 PM — Run Illinois 1976-77 narrative backfill

Source: cli · Session: 20260906_135635_40bb4a · Messages: 53 · Tools: 31

Started with: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1976-77. Do not continue to any other season. Load…

Early response: Done. Model/session: gpt-5.4-mini, default session Research scopes: 10/10 completed Delegate fanout: 5 subagents successfully dispatched in parallel; one draft schema failed, so I finished the missing coverage manually…

Subjects: Research

Conversation excerpts

Clay: Run a quality-gated Illinois men’s basketball season narrative backfill using gpt-5.4-mini. Do exactly one season: 1976-77. Do not continue to any other season. Load sports-knowledge-graph-ingestion skill, especially references/illini-season-narrative-partial-ingest.md. Follow the quality gates there. Row count alone is not quality. Write final artifacts only under: /home/clay/.hermes/workspace/illini_1976_77_game_narrative_backfill_quality_test/ Required files: schedule_seed.json, staged_rows.json, ledger.json, quality_audit.json. Mandatory…

Hermes: Done. Model/session: gpt-5.4-mini, default session Research scopes: 10/10 completed Delegate fanout: 5 subagents successfully dispatched in parallel; one draft schema failed, so I finished the missing coverage manually and kept going until the quality gate passed Token usage: not available from the tools Artifacts written: - /home/clay/.hermes/workspace/illini_1976_77_game_narrative_backfill_quality_test/schedule_seed.json - /home/clay/.hermes/workspace/illini_1976_77_game_narrative_backfill_quality_test/staged_rows.json -…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 3: Feb 1-15 games. Return compa

Source: subagent · Session: 20260906_135702_fd5d83 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1977-78 scope 3: Feb 1-15 games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Early response: {“scope”:“Illinois men’s basketball 1977-78, games dated Feb 1-15, 1978”,“sources”:[{“name”:“Sports Reference…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 3: Feb 1-15 games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1977-78, games dated Feb 1-15, 1978”,“sources”:[{“name”:“Sports Reference schedule/results”,“url”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978-schedule.html”,“used_for”:[“date/opponent/result verification for Feb 2, 4, 9, 11; absence of Feb 1 and Feb 15 games”]},{“name”:“Illinois Athletics official 1977-78 schedule”,“url”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”,“used_for”:[“date/opponent/result cross-check for the same Feb…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 5: NCAA/NIT postseason status.

Source: subagent · Session: 20260906_135702_1901de · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1977-78 scope 5: NCAA/NIT postseason status. Return compact JSON only with sources, caveats, postseason conclusion. No KG writes.

Early response: {“season”:“1977-78 Illinois men’s basketball”,“postseason_status”:“no NCAA Tournament or NIT bid”,“conclusion”:“Illinois finished 13-14 and its schedule ended on Mar. 4, 1978 with no postseason games listed; the 1978…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 5: NCAA/NIT postseason status. Return compact JSON only with sources, caveats, postseason conclusion. No KG writes.

Hermes: {“season”:“1977-78 Illinois men’s basketball”,“postseason_status”:“no NCAA Tournament or NIT bid”,“conclusion”:“Illinois finished 13-14 and its schedule ended on Mar. 4, 1978 with no postseason games listed; the 1978 NCAA bracket was a 32-team field and the 1978 NIT field listed 16 invited teams, neither of which included Illinois.”,“sources”:[{“url”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978-schedule.html”,“notes”:“Season record and game log/schedule…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 9: player/availability/roster g

Source: subagent · Session: 20260906_135703_83b60d · Messages: 11 · Tools: 7

Started with: Research Illinois men’s basketball 1977-78 scope 9: player/availability/roster game-tied context. Return compact JSON only with sources, caveats. No KG writes.

Early response: {“season”:“1977-78 Illinois men’s basketball”,“scope”:“player/availability/roster game-tied context”,“findings”:[{“type”:“team_baseline”,“fact”:“Illinois finished 13-14 overall and 7-11 in the Big Ten under Lou…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 9: player/availability/roster game-tied context. Return compact JSON only with sources, caveats. No KG writes.

Hermes: {“season”:“1977-78 Illinois men’s basketball”,“scope”:“player/availability/roster game-tied context”,“findings”:[{“type”:“team_baseline”,“fact”:“Illinois finished 13-14 overall and 7-11 in the Big Ten under Lou Henson.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978.html”},{“type”:“roster”,“fact”:“Official 1977-78 roster page lists the season roster, including Reno Gray, Ken Ferdinand, Matt Meyer, Steve Lanter, Larry Lubin, Tom Gerhardt, Rob Judson, Neil Bresnahan, Levi Cobb, Eddie Johnson, Rich Adams, Mike Jones,…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 2: January games. Return compac

Source: subagent · Session: 20260906_135702_a1a6f9 · Messages: 19 · Tools: 11

Started with: Research Illinois men’s basketball 1977-78 scope 2: January games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Early response: {“season”:“1977-78”,“team”:“Illinois men’s basketball”,“scope”:“January games only”,“verified_games”:[{“date”:“1978-01-05”,“opponent”:“Purdue”,“site”:“away”,“result”:“L…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 2: January games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Hermes: {“season”:“1977-78”,“team”:“Illinois men’s basketball”,“scope”:“January games only”,“verified_games”:[{“date”:“1978-01-05”,“opponent”:“Purdue”,“site”:“away”,“result”:“L 85-95”},{“date”:“1978-01-07”,“opponent”:“Indiana”,“site”:“away”,“result”:“W 65-64”},{“date”:“1978-01-12”,“opponent”:“Michigan State”,“site”:“home”,“result”:“L 70-82”},{“date”:“1978-01-14”,“opponent”:“Michigan”,“site”:“home”,“result”:“W 65-61”},{“date”:“1978-01-19”,“opponent”:“Minnesota”,“site”:“away”,“result”:“L…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 4: Feb 16 through final game/po

Source: subagent · Session: 20260906_135702_e3342f · Messages: 6 · Tools: 3

Started with: Research Illinois men’s basketball 1977-78 scope 4: Feb 16 through final game/postseason. Return compact JSON only with sources, verified games, caveats. No KG writes.

Early response: {“scope”:“Illinois men’s basketball 1977-78, Feb 16 through season end (including postseason if any)”,“sources”:[{“url”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”,“name”:“Illinois Athletics…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 4: Feb 16 through final game/postseason. Return compact JSON only with sources, verified games, caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1977-78, Feb 16 through season end (including postseason if any)”,“sources”:[{“url”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”,“name”:“Illinois Athletics 1977-78 Men’s Basketball Schedule”},{“url”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978-schedule.html”,“name”:“Sports-Reference 1977-78 Illinois schedule/results”}],“verified_games”:[{“date”:“1978-02-16”,“opponent”:“Minnesota”,“site”:“home”,“arena”:“Assembly…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 8: independent/opponent coverag

Source: subagent · Session: 20260906_135703_40c538 · Messages: 6 · Tools: 3

Started with: Research Illinois men’s basketball 1977-78 scope 8: independent/opponent coverage. Return compact JSON only with sources, caveats. No KG writes.

Early response: {“sources”:[{“url”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978-schedule.html”,“supports”:[“Full 1977-78 Illinois game-by-game schedule/results”,“Shows nonconference opponents and results”,“Includes…

Subjects: AI in education, Calendar, Research, School

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 8: independent/opponent coverage. Return compact JSON only with sources, caveats. No KG writes.

Hermes: {“sources”:[{“url”:“https://www.sports-reference.com/cbb/schools/illinois/men/1978-schedule.html”,“supports”:[“Full 1977-78 Illinois game-by-game schedule/results”,“Shows nonconference opponents and results”,“Includes season record 13-14 and Big Ten record 7-11”]},{“url”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”,“supports”:[“Official Illinois schedule page for 1977-78”,“Confirms opponents, locations, and results”,“Useful for cross-checking nonconference/independent…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 7: verified schedule/results se

Source: subagent · Session: 20260906_135703_79aaa7 · Messages: 6 · Tools: 3

Started with: Research Illinois men’s basketball 1977-78 scope 7: verified schedule/results seed. Return compact JSON only with a preliminary schedule list and source URLs. No KG writes.

Early response: {“season”:“1977-78”,“team”:“Illinois Fighting Illini men’s basketball”,“scope”:“7”,“verified”:true,“preliminary_schedule”:[{“game”:1,“date”:“1977-11-25”,“opponent”:“Charlotte”,“site”:“home”,“result”:“L…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 7: verified schedule/results seed. Return compact JSON only with a preliminary schedule list and source URLs. No KG writes.

Hermes: {“season”:“1977-78”,“team”:“Illinois Fighting Illini men’s basketball”,“scope”:“7”,“verified”:true,“preliminary_schedule”:[{“game”:1,“date”:“1977-11-25”,“opponent”:“Charlotte”,“site”:“home”,“result”:“L 64-68”},{“game”:2,“date”:“1977-11-28”,“opponent”:“Arizona”,“site”:“home”,“result”:“W 113-107”},{“game”:3,“date”:“1977-12-01”,“opponent”:“Southern California”,“site”:“home”,“result”:“W 82-59”},{“game”:4,“date”:“1977-12-03”,“opponent”:“South Carolina”,“site”:“away”,“result”:“W…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 6: season arc/statistical profi

Source: subagent · Session: 20260906_135703_a5cd40 · Messages: 12 · Tools: 6

Started with: Research Illinois men’s basketball 1977-78 scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources, caveats. No KG writes.

Early response: {“season”:“1977-78 Illinois Fighting Illini men’s basketball”,“season_arc”:“Lou Henson’s team opened hot, including a 14-0 start and a No. 2 national ranking per Eddie Johnson’s season context, but the year cooled…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources, caveats. No KG writes.

Hermes: {“season”:“1977-78 Illinois Fighting Illini men’s basketball”,“season_arc”:“Lou Henson’s team opened hot, including a 14-0 start and a No. 2 national ranking per Eddie Johnson’s season context, but the year cooled sharply in Big Ten play and finished 13-14 overall, 7-11 in the league, 7th in the Big Ten; the team was not ranked in the AP poll during the season.”,“statistical_profile”:{“record”:“13-14 (7-11 Big Ten)”,“coach”:“Lou Henson”,“pace_or_style_notes”:“High-scoring but leaky defensive profile: 75.7 points scored per game, 76.7 allowed;…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 1: exhibition/preseason plus No

Source: subagent · Session: 20260906_135702_458aec · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1977-78 scope 1: exhibition/preseason plus Nov-Dec games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Early response: {“season”:“1977-78 Illinois men’s basketball”,“scope”:“1”,“verified_games”:[{“date”:“1977-11-25”,“opponent”:“UNC-Charlotte”,“site”:“home”,“result”:“L…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 1: exhibition/preseason plus Nov-Dec games. Return compact JSON only with sources, verified games, caveats. No KG writes.

Hermes: {“season”:“1977-78 Illinois men’s basketball”,“scope”:“1”,“verified_games”:[{“date”:“1977-11-25”,“opponent”:“UNC-Charlotte”,“site”:“home”,“result”:“L 64-68”,“source”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”},{“date”:“1977-11-28”,“opponent”:“Arizona”,“site”:“home”,“result”:“W 113-107”,“source”:“https://fightingillini.com/sports/mens-basketball/schedule/1977-78”},{“date”:“1977-12-01”,“opponent”:“USC”,“site”:“home”,“result”:“W…

1:57 PM — Research Illinois men’s basketball 1977-78 scope 10: public/fan/local media/Dail

Source: subagent · Session: 20260906_135704_339010 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1977-78 scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources, caveats. No KG writes.

Early response: { “sources”: [ { “title”: “Illinois Digital Newspaper Collections”, “url”: “https://idnc.library.illinois.edu/”, “relevance”: “Primary portal for digitized Illinois newspapers; confirms the collection is free to…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1977-78 scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources, caveats. No KG writes.

Hermes: { “sources”: [ { “title”: “Illinois Digital Newspaper Collections”, “url”: “https://idnc.library.illinois.edu/”, “relevance”: “Primary portal for digitized Illinois newspapers; confirms the collection is free to search/browse/download.” }, { “title”: “Daily Illini — Browse by title — Illinois Digital Newspaper Collections”, “url”: “https://idnc.library.illinois.edu/?a=cl&cl=CL1&sp=DIL”, “relevance”: “Primary Daily Illini archive entry point; description confirms the paper covered local/campus news, sports, opinions, and features.” }, {…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 1: exhibition/preseason plus No

Source: subagent · Session: 20260906_135703_74358e · Messages: 5 · Tools: 2

Started with: Research Illinois men’s basketball 1978-79 scope 1: exhibition/preseason plus Nov-Dec games. Return compact JSON only with sources/caveats, no KG writes.

Early response: { “scope”: “Illinois men’s basketball 1978-79, scope 1: exhibition/preseason plus Nov-Dec games”, “findings”: [ { “fact”: “Official Illinois athletics schedule page for 1978-79 shows the season opens with the first…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 1: exhibition/preseason plus Nov-Dec games. Return compact JSON only with sources/caveats, no KG writes.

Hermes: { “scope”: “Illinois men’s basketball 1978-79, scope 1: exhibition/preseason plus Nov-Dec games”, “findings”: [ { “fact”: “Official Illinois athletics schedule page for 1978-79 shows the season opens with the first countable game on Nov. 24, 1978 vs UT Arlington (W 109-74) and lists no exhibition/preseason games before that.”, “source”: “https://fightingillini.com/sports/mens-basketball/schedule/1978-79”, “caveat”: “This is an absence claim based on the official schedule page; if an exhibition existed, it was not listed there.” }, { “fact”:…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 3: Feb 1-15 games. Return compa

Source: subagent · Session: 20260906_135704_a90fcc · Messages: 5 · Tools: 2

Started with: Research Illinois men’s basketball 1978-79 scope 3: Feb 1-15 games. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 games from 1979-02-01 through 1979-02-15”,“findings”:[{“fact”:“1979-02-01: Illinois defeated Minnesota 67-57 at Assembly Hall; record moved from 16-4 to 17-4…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 3: Feb 1-15 games. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 games from 1979-02-01 through 1979-02-15”,“findings”:[{“fact”:“1979-02-01: Illinois defeated Minnesota 67-57 at Assembly Hall; record moved from 16-4 to 17-4 (W1).”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html ; https://fightingillini.com/sports/mens-basketball/schedule/1978-79”,“caveat”:“Both sources agree on date, opponent, location, score, and record progression.”},{“fact”:“1979-02-03: Illinois lost at Michigan 54-56 in Ann Arbor; record moved from 17-4…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 6: season arc/statistical profi

Source: subagent · Session: 20260906_135704_70091e · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1978-79 scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 scope 6: season arc/statistical profile/key people/article hooks”,“findings”:[{“fact”:“Illinois finished 19-11 overall and 7-11 in the Big Ten, placing 7th in the conference;…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 scope 6: season arc/statistical profile/key people/article hooks”,“findings”:[{“fact”:“Illinois finished 19-11 overall and 7-11 in the Big Ten, placing 7th in the conference; Lou Henson was the head coach.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979.html”,“caveat”:“Sports-Reference is a secondary stats source; good for season summary and standings.”},{“fact”:“The season began 15-0 and peaked at No. 2 in the AP poll before the late-season…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 9: player/availability/roster g

Source: subagent · Session: 20260906_135705_ea19ca · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1978-79 scope 9: player/availability/roster game-tied context. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 player/availability/roster game-tied context”,“findings”:[{“fact”:“Illinois finished 19-11 overall and 7-11 in the Big Ten under Lou Henson; the season roster on…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 9: player/availability/roster game-tied context. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 player/availability/roster game-tied context”,“findings”:[{“fact”:“Illinois finished 19-11 overall and 7-11 in the Big Ten under Lou Henson; the season roster on Sports-Reference lists 15 players including Mark Smith, Eddie Johnson, Rob Judson, Neil Bresnahan, James Griffin, Derek Holcomb, Levi Cobb, Steve Lanter, Perry Range, Bryan Leonard, Larry Lubin, Kevin Westervelt, Cletis Hubbard, Matt Meyer, and David Schluter.”,“source”:“Sports-Reference 1978-79 Illinois roster/stats page; University of…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 2: January games. Return compac

Source: subagent · Session: 20260906_135703_aba9bc · Messages: 12 · Tools: 7

Started with: Research Illinois men’s basketball 1978-79 scope 2: January games. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79, January 1979 games”,“findings”:[{“fact”:“Jan. 4, 1979: at Indiana — Illinois won 65-61; season record moved to…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 2: January games. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79, January 1979 games”,“findings”:[{“fact”:“Jan. 4, 1979: at Indiana — Illinois won 65-61; season record moved to 13-0.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html”,“caveat”:“Also reflected on the University of Illinois athletics schedule page.”},{“fact”:“Jan. 6, 1979: at Northwestern — Illinois won 74-56; season record moved to 14-0.”,“source”:“https://fightingillini.com/sports/mens-basketball/schedule/1978-79”,“caveat”:“Sports-reference and athletics site…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 4: Feb 16 through final game/po

Source: subagent · Session: 20260906_135704_0fd181 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1978-79 scope 4: Feb 16 through final game/postseason. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79, from 1979-02-16 through the final countable game and any postseason”,“findings”:[{“fact”:“Illinois had no game on 1979-02-16; the next countable game in scope was 1979-02-17…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 4: Feb 16 through final game/postseason. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79, from 1979-02-16 through the final countable game and any postseason”,“findings”:[{“fact”:“Illinois had no game on 1979-02-16; the next countable game in scope was 1979-02-17 vs Iowa, a 53-67 home loss, moving the record to 19-7.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html”,“caveat”:“Scope starts the day after the Feb. 15 win; no postseason games are listed on the season schedule.”},{“fact”:“1979-02-17: Iowa 67, Illinois 53 at Assembly Hall; Illinois…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 10: public/fan/local media/Dail

Source: subagent · Session: 20260906_135705_ba33a1 · Messages: 12 · Tools: 8

Started with: Research Illinois men’s basketball 1978-79 scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 public/fan/local media narrative hooks and caveats, focused on Daily Illini, IDNC, and Champaign-area press context.”,“findings”:[{“fact”:“Illinois finished 19–11 overall and…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 public/fan/local media narrative hooks and caveats, focused on Daily Illini, IDNC, and Champaign-area press context.”,“findings”:[{“fact”:“Illinois finished 19–11 overall and 7–11 in the Big Ten; the team opened 15–0 and reached the AP top-10 before fading late.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html ; https://fightingillini.com/sports/mens-basketball/schedule/1978-79 ;…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 5: NCAA/NIT postseason status.

Source: subagent · Session: 20260906_135704_b73a0d · Messages: 8 · Tools: 4

Started with: Research Illinois men’s basketball 1978-79 scope 5: NCAA/NIT postseason status. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 NCAA/NIT postseason status”,“findings”:[{“fact”:“Illinois did not play in the NCAA Tournament in 1978-79; the season schedule ends on Mar. 3, 1979 with the final…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 5: NCAA/NIT postseason status. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 NCAA/NIT postseason status”,“findings”:[{“fact”:“Illinois did not play in the NCAA Tournament in 1978-79; the season schedule ends on Mar. 3, 1979 with the final regular-season game and shows no NCAA postseason games.”,“source”:“University of Illinois 1978-79 schedule: https://fightingillini.com/sports/mens-basketball/schedule/1978-79 ; Sports Reference schedule: https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html”,“caveat”:“This is inferred from the team schedule/record…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 7: verified schedule/results se

Source: subagent · Session: 20260906_135704_bd4ae0 · Messages: 9 · Tools: 5

Started with: Research Illinois men’s basketball 1978-79 scope 7: verified schedule/results seed. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 scope 7 verified schedule/results seed”,“findings”:[{“fact”:“The 1978-79 Illinois Fighting Illini men’s basketball team finished 19-11 overall and 7-11 in Big Ten play, with…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 7: verified schedule/results seed. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 scope 7 verified schedule/results seed”,“findings”:[{“fact”:“The 1978-79 Illinois Fighting Illini men’s basketball team finished 19-11 overall and 7-11 in Big Ten play, with 30 countable games on the season schedule.”,“source”:“Sports-Reference schedule page and Illinois Athletics text schedule page both report 19-11 overall, 7-11 conference, and list 30 games.”,“caveat”:“Treat this as a verified seed, not a full game-by-game ingest; later normalization should preserve the 30 countable-game…

1:57 PM — Research Illinois men’s basketball 1978-79 scope 8: independent/opponent coverag

Source: subagent · Session: 20260906_135705_c15580 · Messages: 14 · Tools: 9

Started with: Research Illinois men’s basketball 1978-79 scope 8: independent/opponent coverage. Return compact JSON only with sources/caveats, no KG writes.

Early response: {“scope”:“Illinois men’s basketball 1978-79 scope 8: independent/opponent coverage”,“findings”:[{“fact”:“Sports-Reference and Illinois schedule agree Illinois finished 19-11 overall and 7-11 in the Big Ten, with the…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1978-79 scope 8: independent/opponent coverage. Return compact JSON only with sources/caveats, no KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1978-79 scope 8: independent/opponent coverage”,“findings”:[{“fact”:“Sports-Reference and Illinois schedule agree Illinois finished 19-11 overall and 7-11 in the Big Ten, with the season opener run reaching 15-0 before the Jan. 11 Michigan State win extended that streak to 15-0.”,“source”:“https://www.sports-reference.com/cbb/schools/illinois/men/1979-schedule.html ; https://fightingillini.com/sports/mens-basketball/schedule/1978-79”,“caveat”:“This is mostly corroborative schedule data, not independent game…

1:57 PM — Research Illinois men’s basketball 1976-77 season scope 10: public/fan/local med

Source: subagent · Session: 20260906_135713_1bd906 · Messages: 10 · Tools: 6

Started with: Research Illinois men’s basketball 1976-77 season scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources, media hooks,…

Early response: {“scope”:“Illinois men’s basketball 1976-77 season scope 10 focused on public/fan/local media and Daily Illini/IDNC narrative, with caveats about archival gaps and source…

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1976-77 season scope 10: public/fan/local media/Daily Illini/IDNC narrative and caveats. Return compact JSON only with sources, media hooks, and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1976-77 season scope 10 focused on public/fan/local media and Daily Illini/IDNC narrative, with caveats about archival gaps and source…

1:57 PM — Research Illinois men’s basketball 1976-77 season scope 7: verified schedule/res

Source: subagent · Session: 20260906_135713_8a40b4 · Messages: 18 · Tools: 11

Started with: Research Illinois men’s basketball 1976-77 season scope 7: verified schedule/results seed. Return compact JSON only with game-by-game seed data, sources, caveats, and conflicts.…

Early response: {“scope”:“Illinois men’s basketball 1976-77 season, verified schedule/results seed…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1976-77 season scope 7: verified schedule/results seed. Return compact JSON only with game-by-game seed data, sources, caveats, and conflicts. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1976-77 season, verified schedule/results seed (game-by-game).”,“sources”:[“https://www.sports-reference.com/cbb/schools/illinois/men/1977-schedule.html”,“https://fightingillini.com/sports/mens-basketball/schedule/text/1976-77”,“https://en.wikipedia.org/wiki/1976%E2%80%9377_Illinois_Fighting_Illini_men%27s_basketball_team”],“findings”:[{“g”:1,“date”:“1976-11-26”,“opponent”:“Saint Louis”,“site”:“away”,“result”:“W”,“score”:“68-65”,“source”:“sports-reference + Illinois official schedule…

1:57 PM — Research Illinois men’s basketball 1976-77 season scope 8: independent/opponent

Source: subagent · Session: 20260906_135713_1f8554 · Messages: 16 · Tools: 11

Started with: Research Illinois men’s basketball 1976-77 season scope 8: independent/opponent coverage. Return compact JSON only with sources, opponent coverage angles, and caveats. No KG…

Early response: {“scope”:“Illinois men’s basketball 1976-77 season; independent/opponent coverage only, emphasizing opponent-side game histories, schedule entries, and box-score-style confirmations for nonconference and key opponent…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1976-77 season scope 8: independent/opponent coverage. Return compact JSON only with sources, opponent coverage angles, and caveats. No KG writes.

Hermes: {“scope”:“Illinois men’s basketball 1976-77 season; independent/opponent coverage only, emphasizing opponent-side game histories, schedule entries, and box-score-style confirmations for nonconference and key opponent…

1:57 PM — Research Illinois men’s basketball 1976-77 season scope 9: player/availability/r

Source: subagent · Session: 20260906_135713_3601da · Messages: 14 · Tools: 9

Started with: Research Illinois men’s basketball 1976-77 season scope 9: player/availability/roster game-tied context. Return compact JSON only with sources, player availability notes, roster…

Early response: { “scope”: “Illinois men’s basketball 1976-77 season; game-tied player availability/roster context only. Focused on roster composition, games played/starts, and any publicly surfaced lineup context or absence notes…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research Illinois men’s basketball 1976-77 season scope 9: player/availability/roster game-tied context. Return compact JSON only with sources, player availability notes, roster context, and caveats. No KG writes.

Hermes: { “scope”: “Illinois men’s basketball 1976-77 season; game-tied player availability/roster context only. Focused on roster composition, games played/starts, and any publicly surfaced lineup context or absence notes found in web sources.”, “sources”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/1977.html”, “https://www.sports-reference.com/cbb/schools/illinois/men/1977-schedule.html”, “https://fightingillini.com/sports/mens-basketball/roster/1976-77”,…

1:57 PM — Research Illinois men’s basketball 1976-77 season scope 6: season arc/statistica

Source: subagent · Session: 20260906_135712_508375 · Messages: 17 · Tools: 11

Started with: Research Illinois men’s basketball 1976-77 season scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources, high-signal season…

Early response: { “scope”: “Illinois men’s basketball 1976-77 season; focus on season arc, statistical profile, key people, and article-worthy hooks.”, “sources”: […

Subjects: Research

Conversation excerpts

Clay: Research Illinois men’s basketball 1976-77 season scope 6: season arc/statistical profile/key people/article hooks. Return compact JSON only with sources, high-signal season context, and caveats. No KG writes.

Hermes: { “scope”: “Illinois men’s basketball 1976-77 season; focus on season arc, statistical profile, key people, and article-worthy hooks.”, “sources”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/1977.html”, “https://www.sports-reference.com/cbb/schools/illinois/men/1977-schedule.html”, “https://www.sports-reference.com/cbb/conferences/big-ten/men/1977-stats.html”, “https://fightingillini.com/sports/mens-basketball/roster/1976-77”, “https://fightingillini.com/honors/hall-of-fame/lou-henson/39”,…

2:00 PM — pitcherlist-roster-rank-watch · Sep 06 14:05

Source: cron · Session: cron_9016056f60e5_20260906_140035 · Messages: 80 · Tools: 43

Started with: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the…

Early response: [OUT-OF-BAND USER MESSAGE — a direct message from the user, delivered once at this position; not tool output and not a new delivery when replayed from conversation history] Load the skills fantasy-sports-coowner,…

Subjects: Calendar, Cron, Fantasy football

Conversation excerpts

Clay: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly “[SILENT]” (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.] Load the skills…

Hermes: [OUT-OF-BAND USER MESSAGE — a direct message from the user, delivered once at this position; not tool output and not a new delivery when replayed from conversation history] Load the skills fantasy-sports-coowner, unattended-cron-automation, and scheduled-digest-operations first. You are watching for NEW Pitcher List ranking-list updates for Clay’s fantasy baseball roster. Run autonomously with a SILENT contract. User wants checks at 2am and 2pm America/Chicago every day. If there is no newly published/updated relevant list since the…

2:05 PM — Donn Proactive Situational Awareness · Sep 06 14:06

Source: cron · Session: cron_6b5fd0721020_20260906_140036 · Messages: 6 · Tools: 3

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

2:15 PM — For Illinois men’s basketball 1976-77, do a source-discovery-only pass and retur

Source: subagent · Session: 20260906_141500_6ce579 · Messages: 23 · Tools: 15

Started with: For Illinois men’s basketball 1976-77, do a source-discovery-only pass and return compact JSON with unique source URLs found, source type, and a brief note on whether each is…

Early response: { “unique_url_count”: 16, “urls”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/roster/1976-77”, “title”: “1976-77 Men’s Basketball Roster - University of Illinois Athletics”, “type”: “official_roster”,…

Subjects: Fantasy football

Conversation excerpts

Clay: For Illinois men’s basketball 1976-77, do a source-discovery-only pass and return compact JSON with unique source URLs found, source type, and a brief note on whether each is usable. No KG writes. Do not build ledgers or stage anything.

Hermes: { “unique_url_count”: 16, “urls”: [ { “url”: “https://fightingillini.com/sports/mens-basketball/roster/1976-77”, “title”: “1976-77 Men’s Basketball Roster - University of Illinois Athletics”, “type”: “official_roster”, “usable”: true, “notes”: “Best primary roster source; includes jersey, name, position, class, height, weight, hometown, last school.” }, { “url”: “https://fightingillini.com/roster.aspx?roster=207&path=mbball”, “title”: “Illinois Athletics - 1976-77 Men’s Basketball Roster”, “type”: “official_roster_legacy”, “usable”: true,…

2:27 PM — Process Siri Dump intake #69

Source: discord · Session: 20260906_142759_609f6edc · Messages: 9 · Tools: 2

Started with: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri…

Early response: Yep — send me the points/list/text you’re looking at, and I’ll translate them into plain-English “what this means / why it matters / what you might say back” format.

Subjects: General

Conversation excerpts

Clay: [clay (he/him)] [IMPORTANT: The “siri-dump-intake” skill is auto-loaded. Follow its instructions for this session.] --- name: siri-dump-intake description: Use when Clay’s Siri Dump shortcut posts into Discord general; treat it as Clay speaking. version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [discord, siri, intake, clay] --- # Siri Dump Intake When to Use Use this skill when a message in the Claw Dunker Discord server #general channel is labeled, sourced, or otherwise clearly produced by Clay’s “Siri Dump”…

Hermes: Yep — send me the points/list/text you’re looking at, and I’ll translate them into plain-English “what this means / why it matters / what you might say back” format.

Clay: [The user sent a text document: ‘text.txt’. Its content has been included below. The file is also saved at: /home/clay/.hermes/cache/documents/doc_76e34c5787ea_text.txt] [clay (he/him)] [Content of text.txt]: I want to read and respond to this in here. THis is from you, within codex, but I’m going to mobile and I don’t have codex on my phone.  What jumps out first: this spec is unusually buildable. It is not just “make it tiki”; it names tokens, assets, states, motion rules, restraint rules, and where personality should live. That is…

Hermes: The main point: the spec is good because it tells builders exactly how to make the app feel tiki without making it goofy or unusable. ELI5: - “Unusually buildable” = this is not vague art direction. A developer can turn it into real UI pieces. - “Not just ‘make it tiki’” = it does not only say “add palm trees and mugs.” It gives rules. - “Tokens” = reusable design values: colors, spacing, fonts, borders, shadows. - “Assets” = actual visual pieces: icons, textures, illustrations, backgrounds. - “States” = what buttons/cards/menus look like…

2:45 PM — Donn Proactive Situational Awareness · Sep 06 14:46

Source: cron · Session: cron_6b5fd0721020_20260906_144538 · Messages: 9 · Tools: 5

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

3:00 PM — Donn Proactive Situational Awareness · Sep 06 15:01

Source: cron · Session: cron_6b5fd0721020_20260906_150040 · Messages: 20 · Tools: 12

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

3:02 PM — Fantasy midday news radar · Sep 06 15:03

Source: cron · Session: cron_8cce6f8e103a_20260906_150246 · Messages: 8 · Tools: 4

Started with: [IMPORTANT: The user has invoked the “fantasy-sports-coowner” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: New Since Morning - Michael Arroyo — Mariners are promoting the 2B/OF prospect. If he’s on your wire, he’s the clearest same-day add watch in this batch. - Thomas Saggese — podcast pushed him as startable in deeper…

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “fantasy-sports-coowner” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: fantasy-sports-coowner description: “Act as Clay’s fantasy-sports co-owner: inspect league-aware tools/data, produce decision-oriented daily briefs, and prioritize moves over generic news.” version: 1.0.0 author: Hermes Agent license: MIT platforms: [linux, macos, windows] metadata: hermes: tags: [fantasy-sports, fantasy-baseball, co-owner, daily-briefings, waivers,…

Hermes: New Since Morning - Michael Arroyo — Mariners are promoting the 2B/OF prospect. If he’s on your wire, he’s the clearest same-day add watch in this batch. - Thomas Saggese — podcast pushed him as startable in deeper leagues; Cardinals’ current infield injuries are giving him a real runway. - Mickey Gasper — podcast noted he’s catcher-eligible but playing 1B and producing; useful as a short-term bat if you need volume. - Cal Quantrill — on the stream radar after back-to-back strong runs; decent ratios play if you’re hunting innings. - Ty…

3:45 PM — Donn Proactive Situational Awareness · Sep 06 15:46

Source: cron · Session: cron_6b5fd0721020_20260906_154541 · Messages: 18 · Tools: 12

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Wells Fargo credit cards are due today. If that isn’t already handled, get them paid before the day gets away. ```telegram-reminder-controls…

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: Wells Fargo credit cards are due today. If that isn’t already handled, get them paid before the day gets away. telegram-reminder-controls {"group_id":"credit-cards-wells-fargo-2026-09-06","items":[{"id":"wells-fargo-credit-cards-2026-09-06","label":"Pay Wells Fargo credit cards","instruction":"If Clay taps Done, treat this reminder as handled. If Clay taps Snooze, re-surface this same item after the selected delay. If Clay taps Stop, stop future reminders for this item when possible."}],"snooze":["3h","tomorrow"]}

4:00 PM — Donn Proactive Situational Awareness · Sep 06 16:01

Source: cron · Session: cron_6b5fd0721020_20260906_160042 · Messages: 12 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

4:45 PM — Donn Proactive Situational Awareness · Sep 06 16:46

Source: cron · Session: cron_6b5fd0721020_20260906_164543 · Messages: 11 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

5:00 PM — Donn Proactive Situational Awareness · Sep 06 17:01

Source: cron · Session: cron_6b5fd0721020_20260906_170045 · Messages: 14 · Tools: 9

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

5:45 PM — Donn Proactive Situational Awareness · Sep 06 17:46

Source: cron · Session: cron_6b5fd0721020_20260906_174547 · Messages: 13 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

6:00 PM — Donn Proactive Situational Awareness · Sep 06 18:01

Source: cron · Session: cron_6b5fd0721020_20260906_180048 · Messages: 9 · Tools: 5

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

6:30 PM — Daily Reddit Hermes Agent Digest · Sep 06 18:31

Source: cron · Session: cron_0fe31dae2fff_20260906_183050 · Messages: 12 · Tools: 8

Started with: [IMPORTANT: The user has invoked the “scheduled-digest-operations” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Hermes Agent Reddit Digest — 2026-09-06 1. Things people are making / using Hermes for - A native iOS companion for Hermes approvals and live tool activity, built by u/kaishi00. Posted 15 hours ago in…

Subjects: Hermes, Calendar, Cron

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “scheduled-digest-operations” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: scheduled-digest-operations description: Operate scheduled digest/report cron jobs that gather candidates from live sources, keep local audit state, and emit either article/report content or a deliberate silent no-op. version: 0.1.0 author: Hermes Agent license: MIT --- # Scheduled Digest Operations Use when running cron-style digests or recurring report jobs where…

Hermes: Hermes Agent Reddit Digest — 2026-09-06 1. Things people are making / using Hermes for - A native iOS companion for Hermes approvals and live tool activity, built by u/kaishi00. Posted 15 hours ago in r/hermesagent: <https://www.reddit.com/r/hermesagent/comments/1w7c8li/conduit_a_native_ios_client_for_hermes_agent/> - A “command cheat sheet” / quick-reference guide, built by u/Jonathan_Rivera. Posted 4 hours ago in r/hermesagent: <https://www.reddit.com/r/hermesagent/comments/1w7qozf/another_command_cheat_sheet/> - A workflow…

6:45 PM — Donn Proactive Situational Awareness · Sep 06 18:46

Source: cron · Session: cron_6b5fd0721020_20260906_184551 · Messages: 14 · Tools: 7

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

7:00 PM — Donn Proactive Situational Awareness · Sep 06 19:01

Source: cron · Session: cron_6b5fd0721020_20260906_190052 · Messages: 6 · Tools: 3

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Mom’s birthday dinner is tonight, 5:30–7:30 at Kathy’s.

Subjects: Food

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: Mom’s birthday dinner is tonight, 5:30–7:30 at Kathy’s.

7:45 PM — Donn Proactive Situational Awareness · Sep 06 19:46

Source: cron · Session: cron_6b5fd0721020_20260906_194554 · Messages: 18 · Tools: 12

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

8:00 PM — Donn Proactive Situational Awareness · Sep 06 20:01

Source: cron · Session: cron_6b5fd0721020_20260906_200056 · Messages: 15 · Tools: 10

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]

8:46 PM — Donn Proactive Situational Awareness · Sep 06 20:46

Source: cron · Session: cron_6b5fd0721020_20260906_204558 · Messages: 18 · Tools: 11

Started with: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: [SILENT]

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “daily-dreaming” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: daily-dreaming description: “Use when creating or running Clay’s Hermes dreaming workflow: daily-on-meaningful-activity and weekly reflective recommendations grounded in Hermes sessions plus Open Brain/Clay Mate.” version: 1.0.0 author: Hermes Agent license: MIT metadata: hermes: tags: [dreaming, daily-brief, open-brain, clay-mate, cron, recommendations] related_skills:…

Hermes: [SILENT]