Memory log — 2026-09-05

150 sessions captured from Hermes history.

2:00 AM — pitcherlist-roster-rank-watch · Sep 05 02:06

Source: cron · Session: cron_9016056f60e5_20260905_020052 · Messages: 73 · Tools: 38

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]

3:00 AM — Update sessions.claydunker.com Memory Wiki · Sep 05 03:00

Source: cron · Session: cron_fb209b21b2c6_20260905_030055 · 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…

6:32 AM — Fantasy AM waiver edge · Sep 05 06:32

Source: cron · Session: cron_869fce67ba80_20260905_063223 · Messages: 2 · Tools: 0

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: Add Now - Brett Bateman — showing unrostered in latest snapshot; PL notes he’s taken Toronto’s everyday CF job, could lead off, and brings R/SB help with elite sprint speed. If you need speed/runs, he’s more…

Subjects: Fantasy football

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: Add Now - Brett Bateman — showing unrostered in latest snapshot; PL notes he’s taken Toronto’s everyday CF job, could lead off, and brings R/SB help with elite sprint speed. If you need speed/runs, he’s more useful now than Trent Grisham. - Brandon Young — showing unrostered; 6.2 IP, 7 K, 17 whiffs, 33% CSW, and next up is Cleveland. More streamer than keeper, but viable if chasing K/QS volume. - Jonah Cox — showing unrostered; pure SB dart with 9 MLB steals and 30.0 ft/s speed, but the 42.5% K rate makes him…

6:35 AM — Morning ponder quote · Sep 05 06:35

Source: cron · Session: cron_0468c61969e2_20260905_063507 · Messages: 15 · Tools: 7

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: Quote to ponder “When we are no longer able to change a situation, we are challenged to change ourselves.” — Viktor E. Frankl What in today’s life asks for a shift in you, not just around you?

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.] You are Donn sending Clay a…

Hermes: Quote to ponder “When we are no longer able to change a situation, we are challenged to change ourselves.” — Viktor E. Frankl What in today’s life asks for a shift in you, not just around you?

7:00 AM — Donn Proactive Situational Awareness · Sep 05 07:00

Source: cron · Session: cron_6b5fd0721020_20260905_070009 · Messages: 10 · 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]

7:45 AM — Donn Proactive Situational Awareness · Sep 05 07:46

Source: cron · Session: cron_6b5fd0721020_20260905_074511 · 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]

7:46 AM — Personal daily digest · Sep 05 07:48

Source: cron · Session: cron_7b24c5b04192_20260905_074511 · Messages: 25 · Tools: 17

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: ☀️ Daily Digest — Saturday, September 5 At a glance: 2 calendar tomorrow • 1 inbox item • 5 near-term loops • dream signal: yes ━━━━━━━━━━━━━━ 📍 Today / Tomorrow • Today: no confirmed calendar events…

Subjects: Calendar, Email, Google Workspace

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: ☀️ Daily Digest — Saturday, September 5 At a glance: 2 calendar tomorrow • 1 inbox item • 5 near-term loops • dream signal: yes ━━━━━━━━━━━━━━ 📍 Today / Tomorrow • Today: no confirmed calendar events found. • Tomorrow 3:30 PM — Poppy basketball game: approximate time for 4th–6th girls; exact game time may still be division-dependent. • Tomorrow 5:30 PM — Birthday dinner for Mom: at Kathy Garrison’s. ━━━━━━━━━━━━━━ 📬 Inbox Radar 🔥 Act today • Jason Bluhm — Re: enrichment: he wants ideas to improve a…

8:00 AM — Daily Cubs previous-game recap · Sep 05 08:01

Source: cron · Session: cron_79be8d63077b_20260905_080011 · Messages: 14 · Tools: 6

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: Cubs 6, Marlins 1 — clean road win, cleaner September math - Final: Cubs beat Miami, 6-1, at loanDepot park. Chicago is now 80-62, still 8 games behind Milwaukee in the NL Central but holding the **top…

Subjects: Calendar, Cron, Fantasy baseball

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.] Your previous run’s output The…

Hermes: Cubs 6, Marlins 1 — clean road win, cleaner September math - Final: Cubs beat Miami, 6-1, at loanDepot park. Chicago is now 80-62, still 8 games behind Milwaukee in the NL Central but holding the top NL Wild Card spot by 5.5 games. - The game turned in the 6th, when the Cubs turned a 1-0 pitchers’ duel into a 4-0 lead without needing a big fly: walk, single, walk, walk, single, sac fly. - Shota Imanaga gave them exactly what a contender needs in September: 6 IP, 3 H, 1 ER, 0 BB, 4 K, 94 pitches. Miami did not…

8:01 AM — Donn Proactive Situational Awareness · Sep 05 08:02

Source: cron · Session: cron_6b5fd0721020_20260905_080013 · 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 — Donn Proactive Situational Awareness · Sep 05 08:46

Source: cron · Session: cron_6b5fd0721020_20260905_084514 · Messages: 19 · 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]

9:00 AM — Daily LearnedLeague-style trivia roundup · Sep 05 09:01

Source: cron · Session: cron_c5edcbffe578_20260905_090015 · Messages: 45 · Tools: 34

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 — Sep. 3, 2026 Reconstructed/paraphrased from public chatter/indexed snippets for LL110 Match Day 19 — not official wording. 1. Ravinia is not merely a Chicago-area festival stop: since 1936…

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 — Sep. 3, 2026 Reconstructed/paraphrased from public chatter/indexed snippets for LL110 Match Day 19 — not official wording. 1. Ravinia is not merely a Chicago-area festival stop: since 1936 it has been the summer residency of what orchestra, whose home-season base is Orchestra Hall on Michigan Avenue? Answer: ||⠀⠀Chicago Symphony Orchestra⠀⠀|| 2. Nigerian graphic artist Bolaji Badejo was discovered in a London pub, put under a latex head that hid his face, and left with exactly one screen credit: the title…

9:01 AM — Donn Proactive Situational Awareness · Sep 05 09:03

Source: cron · Session: cron_6b5fd0721020_20260905_090016 · Messages: 15 · 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]

9:15 AM — Substack newsletter daily sweep · Sep 05 09:16

Source: cron · Session: cron_cb6045957bbb_20260905_091516 · Messages: 17 · Tools: 9

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.

9:45 AM — Donn Proactive Situational Awareness · Sep 05 09:47

Source: cron · Session: cron_6b5fd0721020_20260905_094517 · Messages: 27 · Tools: 16

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 05 10:01

Source: cron · Session: cron_6b5fd0721020_20260905_100019 · 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]

10:02 AM — Apply Siri Dump intake #8

Source: discord · Session: 20260905_100217_9f3420be · Messages: 7 · 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: Captured as an automation backlog. The shape I’d put on it: 1. Workday to-do list automation Goal: Each morning, generate a realistic “today” list from Open Brain / Clay-Mate / The List / calendar. Needs: -…

Subjects: The List

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: Captured as an automation backlog. The shape I’d put on it: 1. Workday to-do list automation Goal: Each morning, generate a realistic “today” list from Open Brain / Clay-Mate / The List / calendar. Needs: - Better capture habits: quick Siri/Wispr/Discord intake into Open Brain or The List. - Daily task ranking: - importance - urgency - estimated time - context/energy needed - due date / calendar constraints - Output: “Here’s what fits today,” not “here are 47 open loops, good luck champ.” 2. End-of-day calendar dump Goal: At…

10:21 AM — Confirm article receipt

Source: discord · Session: 20260905_102126_261b0d26 · Messages: 38 · Tools: 6

Started with: [clay (he/him)] Yo - just pasting an article. Confirm reciept:

Early response: Received.

Subjects: Fantasy football

Conversation excerpts

Clay: [clay (he/him)] Yo - just pasting an article. Confirm reciept:

Clay: [The user sent a text document: ‘message.txt’. Its content has been included below. The file is also saved at: /home/clay/.hermes/cache/documents/doc_5515485619a5_message.txt] [clay (he/him)] [Content of message.txt]: instagram iconfacebook icontiktok iconyoutube iconbluesky icontwitter icontwitch icondiscord icon Pitcher List Get Premium User Login Search Player Pages Popular Fantasy Rankings Dynasty Baseball Pods PL Pro Tools Stats Teams More PL Pro banner Hitter List 9/4: Your Hitting Guide For The Playoffs Your hitting guide for the…

Hermes: Received.

Clay: [The user sent a text document: ‘message.txt’. Its content has been included below. The file is also saved at: /home/clay/.hermes/cache/documents/doc_801de86ee226_message.txt] [clay (he/him)] [Content of message.txt]: League My Team Players Scores Standings Advice Illini Penal League Waxahatchie Swaps Waxahatchie Swaps Clay Dunker (121 - 95 - 14) Add/Drop Trades Year 2026 Period 25 Overview Stats Projections Rankings Schedule Matchup News BattersSet Your Default View Schedule Rankings Trends Contracts Stats Edit Pos Players First Game…

Hermes: Got it — roster received. Immediate PL cross-check from the article you pasted: - Start/hold: Gasper, Bregman, Otto, Yandy, Kwan, Chandler, Seiya, Walker, Schwarber. - Nice fit: Tim Tawa is specifically called a streamer and your MI flexibility makes that useful. - Problem spots: CES and Aranda are both called droppable; Jeff McNeil is only “desperate.” - Bench tension: Bo Bichette is a streamer; Trent Grisham is droppable. - Pitcher side needs a separate SP/source pass; this article is hitters only.

Clay: [The user sent a text document: ‘message.txt’. Its content has been included below. The file is also saved at: /home/clay/.hermes/cache/documents/doc_67c6f57adc91_message.txt] [clay (he/him)] [Content of message.txt]: League My Team Players Scores Standings Advice Illini Penal League Waxahatchie Swaps Waxahatchie Swaps(121 - 95 - 14) Player Stats Add/Drop Trades Positions: C 1B 2B 3B SS MI CI OF DH U SP RP P Batter Player Status: Free Agents All Players Scout Team Fantasy Team Show my team My Reports: Recently Viewed Reports My Saved Reports…

Hermes: Got it — hitter FA page 1 received. Best names from this page against the PL article + your roster: - Josh Bell — cleanest bat here if you need RBI/HR volume; PL had him as a MIN streamer. - Xander Bogaerts — PL streamer because SD gets lots of lefties; SS fit if you want to pressure Bo/Tawa. - Ryan Jeffers — viable C/DH streamer, but Gasper is the better current catcher hold. - Tyler Stephenson — PL streamer; useful only if you want a catcher churn play. - Javier Sanoja — points/AVG-ish streamer with multi-eligibility; more lefty-driven. -…

Clay: [The user sent a text document: ‘message.txt’. Its content has been included below. The file is also saved at: /home/clay/.hermes/cache/documents/doc_105428aec5db_message.txt] [clay (he/him)] [Content of message.txt]: League My Team Players Scores Standings Advice Illini Penal League Waxahatchie Swaps Waxahatchie Swaps(121 - 95 - 14) Player Stats Add/Drop Trades Positions: C 1B 2B 3B SS MI CI OF DH U SP RP P Batter Player Status: Free Agents All Players Scout Team Fantasy Team Show my team My Reports: Recently Viewed Reports My Saved Reports…

Hermes: Received — last-14-day hitter FA page adds a few better short-term names. My first cut/add lean from these two pages: - Drop Jeff McNeil → add Jonah Cox. Best short-term juice: 3 HR / 5 SB / .387 in 14 days. Risk: SF/playing-time check needed. - Drop CES or Aranda → add Josh Bell if you want safer RBI volume, or Thomas Saggese if you want a Coors/weekend lightning bottle. - If catcher churn matters: hold Gasper over the catcher pool; only consider Ryan Jeffers/Sean Murphy/Yainer if Gasper’s PT changes. - Ignore most hot Cubs scraps unless you…

Clay: [clay (he/him)] Use the pitcherlist article to sort my hitters into the buckets the author uses, keeping track of their position eligibility. return that list Then sort the hitters on the free agency in the buckets, keeping track of their position eligibilty Then, propose some add-drop pairs with the goal being moving up to a new bucket at a position…so don’t propose dropping a starting 1B for a 2B. If players are currently on my bench, you can propose add/drops of any position combination

…15 more messages omitted from this static excerpt.

10:45 AM — Donn Proactive Situational Awareness · Sep 05 10:45

Source: cron · Session: cron_6b5fd0721020_20260905_104520 · Messages: 8 · Tools: 4

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]

11:00 AM — Hermes update watcher · Sep 05 11:00

Source: cron · Session: cron_eb1874ec8fff_20260905_110021 · 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 05 11:01

Source: cron · Session: cron_6b5fd0721020_20260905_110022 · Messages: 15 · 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]

11:01 AM — Improve enrichment board game project

Source: discord · Session: 20260905_110117_1058f9d3 · Messages: 11 · Tools: 1

Started with: [clay (he/him)] Enrichment Program Help email from a co-worker asking for help: --------------- Last year I did an enrichment unit where I had students examine a variety of board…

Early response: Yes — I’d frame AI as a “rules clarity coach,” not as the game designer. You could reply with something like: Jason, That project already sounds strong. I think AI could make it better if we use it mainly to help…

Subjects: AI in education, Email

Conversation excerpts

Clay: [clay (he/him)] Enrichment Program Help email from a co-worker asking for help: --------------- Last year I did an enrichment unit where I had students examine a variety of board game rule sets (Monopoly, Candyland, etc), then had them create their own ruleset for a game, craft a game board, and 3d print game pieces. They did rounds of playtesting with feedback from peers and it ended with a “game convention” where we set up 6 games at a time and had the kids move around to play their peers games. Is there anything we could do with ai or…

Hermes: Yes — I’d frame AI as a “rules clarity coach,” not as the game designer. You could reply with something like: Jason, That project already sounds strong. I think AI could make it better if we use it mainly to help students test and revise their directions, not to create the games for them. A few ideas: 1. AI rules reviewer Students write their first rule set, then use AI to ask: “Can a new player understand this without help? What is confusing? What steps are missing?” The AI gives feedback, but students must decide what to change. 2.…

Clay: [clay (he/him)] How could we use AI in preparation to take this project to a new level

Hermes: Use AI before students build anything to turn the project into a real design-studio process. A strong prep plan: 1. Analyze real rulebooks Give students 4–6 short rule sets and have AI help compare them: “What do these rulebooks all include? Which one is easiest to follow, and why?” 2. Build a class rubric from examples Have AI help turn those findings into a student checklist: - clear goal - materials list - setup steps - turn sequence - win condition - edge cases - example turn 3. Create “bad rulebook” practice Use AI to…

Clay: [clay (he/him)] Teacher facing AI use not student. These are 3rd grade students and I don’t think much independent AI use is appropriate for this age

Hermes: Absolutely — for 3rd grade, keep AI teacher-facing and use it to make the project more structured, creative, and easier to run. You could use AI to prepare: 1. A kid-friendly rulebook template Clear headings, sentence starters, and examples at a 3rd grade level. 2. Mini-lessons Short lessons on: - how-to writing - sequence words - “what if?” rules - giving useful feedback - revising unclear steps 3. Practice materials AI can make one “messy rulebook” and one strong rulebook for the same simple game, so students compare and revise…

Clay: [clay (he/him)] What could we do about the design of the project itself. The core idea to plus it up

Hermes: Plus it up by making it less “make a board game” and more “become a game designer who solves a player-experience problem.” Core upgrades: 1. Start with a design brief Each group gets a target player and purpose: “Make a game 3rd graders can learn in under 3 minutes.” “Make a game where losing players can catch up.” “Make a game with almost no reading during play.” 2. Add constraints Constraints improve creativity: - must have one choice each turn - must include one risk/reward moment - must have a clear comeback mechanic - must use…

11:05 AM — Process Siri Dump intake #66

Source: discord · Session: 20260905_110508_92b37f4b · Messages: 17 · Tools: 6

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: Done — I created a new skill: persistent-project-checklists It’s for exactly this pattern: turning a messy bigger-project workflow into a standalone local HTML checklist with persistent checkboxes, per-item notes,…

Subjects: Fantasy baseball

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: Done — I created a new skill: persistent-project-checklists It’s for exactly this pattern: turning a messy bigger-project workflow into a standalone local HTML checklist with persistent checkboxes, per-item notes, overall notes, localStorage saving, reset/export ideas, and verification steps. I also baked in the key lesson from the IPL site workflow: don’t just make a vague checklist — preserve the specific data dependencies, especially anything easy to lose later like weekly matchup history.

Clay: [clay (he/him)] yes but keep “weekly matchup history” as a very ultra-specfic one-off example. Most of the time I will want to use this skill, or you will use it for me automatically, it wont be related to fantasy baseball website

Hermes: Yep — fixed. I patched the skill so the fantasy baseball / weekly matchup history bit is clearly just the origin example, not the default use case. The skill now frames itself around general bigger-project subtask tracking: phases, workstreams, sources, pages, owners, deadlines, notes, persistence, etc. The IPL weekly matchup example is tucked in as a very specific example of “project-specific data that is easy to lose.”

11:37 AM — Process Siri Dump intake #67

Source: discord · Session: 20260905_113735_44e68091 · Messages: 23 · Tools: 9

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 your to-do list: - Credit Union — Deposit the credit union check - Due Tuesday, 2026-09-08

Subjects: The List

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 your to-do list: - Credit Union — Deposit the credit union check - Due Tuesday, 2026-09-08

Clay: [clay (he/him)] Yessss I made it to the bank on time

Clay: Job done

Hermes: Hell yes. Marked “Deposit the credit union check” complete.

11:45 AM — Donn Proactive Situational Awareness · Sep 05 11:46

Source: cron · Session: cron_6b5fd0721020_20260905_114524 · Messages: 12 · 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]

12:00 PM — Donn Proactive Situational Awareness · Sep 05 12:01

Source: cron · Session: cron_6b5fd0721020_20260905_120026 · Messages: 10 · Tools: 6

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]

12:45 PM — Donn Proactive Situational Awareness · Sep 05 12:46

Source: cron · Session: cron_6b5fd0721020_20260905_124527 · 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]

1:00 PM — Donn Proactive Situational Awareness · Sep 05 13:01

Source: cron · Session: cron_6b5fd0721020_20260905_130029 · Messages: 7 · Tools: 4

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]

1:45 PM — Donn Proactive Situational Awareness · Sep 05 13:46

Source: cron · Session: cron_6b5fd0721020_20260905_134531 · 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]

2:00 PM — pitcherlist-roster-rank-watch · Sep 05 14:05

Source: cron · Session: cron_9016056f60e5_20260905_140031 · Messages: 82 · Tools: 44

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: Hitters update Your hitters on the list - Ben Rice (10) – C/1B/DH, NY Yankees, active, rank unchanged - Alec Bohm (110) – 1B/3B, Philadelphia Phillies, active, rank unchanged - Austin Riley (123) – 3B, Atlanta…

Subjects: The List, PD, Calendar, Cron, Fantasy baseball, 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: Hitters update Your hitters on the list - Ben Rice (10) – C/1B/DH, NY Yankees, active, rank unchanged - Alec Bohm (110) – 1B/3B, Philadelphia Phillies, active, rank unchanged - Austin Riley (123) – 3B, Atlanta Braves, active, rank unchanged Your hitters not on the Top 150 - None Players on the list showing as unrostered in latest snapshot - Shohei Ohtani (1) - Yordan Alvarez (2) - Pete Crow-Armstrong (3) - Bobby Witt Jr. (4, +5) - José Ramírez (5, -1) - Junior Caminero (6, -1) - CJ Abrams (7, +1) - Jordan Walker (8, +6) - Matt…

2:05 PM — Donn Proactive Situational Awareness · Sep 05 14:05

Source: cron · Session: cron_6b5fd0721020_20260905_140032 · Messages: 10 · Tools: 4

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]

2:45 PM — Donn Proactive Situational Awareness · Sep 05 14:46

Source: cron · Session: cron_6b5fd0721020_20260905_144534 · 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]

3:00 PM — Donn Proactive Situational Awareness · Sep 05 15:01

Source: cron · Session: cron_6b5fd0721020_20260905_150036 · 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]

3:02 PM — Fantasy midday news radar · Sep 05 15:02

Source: cron · Session: cron_8cce6f8e103a_20260905_150229 · Messages: 2 · Tools: 0

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 - Mickey Gasper — the pod was loud on him as a real short-term bat: eligible at catcher, playing first, and producing enough to be worth staying active. He’s already on your roster, so this is…

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 - Mickey Gasper — the pod was loud on him as a real short-term bat: eligible at catcher, playing first, and producing enough to be worth staying active. He’s already on your roster, so this is a hold/start signal, not a wire pickup. - Thomas Saggese — same story: the pod treated him as a legitimate deeper-league bat with everyday enough usage and hot-current-form value. He’s on your roster too, so this reads as keep active. - Bo Bichette — fresh hitting-recap note was more positive than warning-level:…

3:45 PM — Donn Proactive Situational Awareness · Sep 05 15:46

Source: cron · Session: cron_6b5fd0721020_20260905_154537 · 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]

4:00 PM — Donn Proactive Situational Awareness · Sep 05 16:01

Source: cron · Session: cron_6b5fd0721020_20260905_160039 · Messages: 21 · Tools: 13

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 05 16:46

Source: cron · Session: cron_6b5fd0721020_20260905_164541 · Messages: 16 · 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]

5:00 PM — Donn Proactive Situational Awareness · Sep 05 17:01

Source: cron · Session: cron_6b5fd0721020_20260905_170042 · 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]

5:45 PM — Donn Proactive Situational Awareness · Sep 05 17:46

Source: cron · Session: cron_6b5fd0721020_20260905_174544 · 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]

6:00 PM — gremlin-intraday-strategy-review · Sep 05 18:01

Source: cron · Session: cron_92934de628df_20260905_180045 · Messages: 7 · Tools: 3

Started with: [IMPORTANT: The user has invoked the “robinhood-agentic-trading” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name:…

Early response: Gremlin intraday execution review — ledger-only, no broker calls, no orders. Scorecard - Completed trades analyzed: 26 - Total realized P/L: +$10.27 - Win rate: 8 / 26 = 30.8% - **Average hold…

Subjects: General

Conversation excerpts

Clay: [IMPORTANT: The user has invoked the “robinhood-agentic-trading” skill, indicating they want you to follow its instructions. The full skill content is loaded below.] --- name: robinhood-agentic-trading description: >- Execute automated high-frequency trading strategies through the Robinhood MCP Agentic account. Covers cash account constraints, pre-market gap plays, order management, and the trade diary workflow. category: trading triggers: - place equity order - yolo trading - robinhood trade - pre-market gap play - cash account constraint…

Hermes: Gremlin intraday execution review — ledger-only, no broker calls, no orders. Scorecard - Completed trades analyzed: 26 - Total realized P/L: +$10.27 - Win rate: 8 / 26 = 30.8% - Average hold time: ~14.3 hours - Median hold time: ~116 minutes - Same-day round trips: 16 - Overnight / multi-day holds: 9 - Current ledger issue: multiple stale/duplicate OPEN rows still exist for positions that later have matching closed rows: MSTX, BEKE, PLAB, BILI, WLY, IMRN, plus current NVDA. That…

6:01 PM — Donn Proactive Situational Awareness · Sep 05 18:02

Source: cron · Session: cron_6b5fd0721020_20260905_180047 · 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]

6:30 PM — Daily Reddit Hermes Agent Digest · Sep 05 18:31

Source: cron · Session: cron_0fe31dae2fff_20260905_183047 · Messages: 14 · Tools: 10

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 — 2026-09-05 1. Things people are making / using Hermes for - A native iOS client for Hermes Agent — kaishi00 posted “Conduit: a native iOS client for Hermes Agent (Update ver…

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 — 2026-09-05 1. Things people are making / using Hermes for - A native iOS client for Hermes Agent — kaishi00 posted “Conduit: a native iOS client for Hermes Agent (Update ver 0.1.9)” on r/hermesagent. This looks like a mobile companion app / front end for controlling Hermes on iPhone. <https://www.reddit.com/r/hermesagent/comments/1w7c8li/conduit_a_native_ios_client_for_hermes_agent/> - Automated metadata correction from user reports — MischaU8 shared a Hermes workflow for reviewing user…

6:45 PM — Donn Proactive Situational Awareness · Sep 05 18:46

Source: cron · Session: cron_6b5fd0721020_20260905_184548 · Messages: 16 · 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]

7:00 PM — Donn Proactive Situational Awareness · Sep 05 19:01

Source: cron · Session: cron_6b5fd0721020_20260905_190050 · 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]

7:45 PM — Donn Proactive Situational Awareness · Sep 05 19:46

Source: cron · Session: cron_6b5fd0721020_20260905_194553 · Messages: 16 · 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]

8:00 PM — Donn Proactive Situational Awareness · Sep 05 20:01

Source: cron · Session: cron_6b5fd0721020_20260905_200055 · 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 PM — Donn Proactive Situational Awareness · Sep 05 20:46

Source: cron · Session: cron_6b5fd0721020_20260905_204557 · 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]

9:29 PM — Operate Claude through CLI on Dell

Source: discord · Session: 20260905_212941_8af561dd · Messages: 24 · Tools: 9

Started with: [clay (he/him)] Can you operate Claude through the CLI on the Dell?

Early response: Not yet. I’m on the Dell/WSL host DESKTOP-6A0JCTE, but the Claude Code CLI is not installed: text claude: command not found I can operate it once installed/authenticated. Usual setup: ```bash npm install -g…

Subjects: Hermes, The List, AI in education, School

Conversation excerpts

Clay: [clay (he/him)] Can you operate Claude through the CLI on the Dell?

Hermes: Not yet. I’m on the Dell/WSL host DESKTOP-6A0JCTE, but the Claude Code CLI is not installed: text claude: command not found I can operate it once installed/authenticated. Usual setup: bash npm install -g @anthropic-ai/claude-code claude auth login After that I can run it either: - one-shot: claude -p &quot;task&quot; --max-turns 10 - interactive through tmux, which I can drive/monitor from here. If you want, I can install/check Node/npm next.

Clay: [clay (he/him)] But it’s technically possible, and that would be a way to have you use my Claude subscription in a way that is legal with Hermes.

Hermes: Yes — technically possible, and likely the cleanest “legal/normal” route. If Claude Code is installed on the Dell and authenticated with your Claude account/subscription, I can operate it as a local CLI tool from Hermes. That means: - Claude access happens through Anthropic’s official Claude Code CLI. - Auth/session belongs to your local machine/account, not Hermes impersonating an API key. - I’m just driving a tool you’ve installed and authorized, the same way I can run git, gh, npm, etc. - For most tasks I’d use claude -p ...…

Clay: [clay (he/him)] Sweet, let’s put this on my to-do list for Sunday or Monday. I’d like to do it before the next week of school.

Hermes: Added to your list: - Install and authenticate Claude Code CLI on the Dell so Hermes can operate it - Due Monday, Sept. 7 - Domain: personal Tiny legal robot butler project, scheduled before school eats the week.

9:34 PM — Configure siri-dump-intake skill

Source: discord · Session: 20260905_213417_6d58ca0b · 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: Yes — this is a great “monitor dashboard” seed because it has a natural loop: focus → timer ends → quick input → dashboard updates I’d start with a very small local-first homepage, not a giant productivity cockpit.…

Subjects: PD, Dashboard

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: Yes — this is a great “monitor dashboard” seed because it has a natural loop: focus → timer ends → quick input → dashboard updates I’d start with a very small local-first homepage, not a giant productivity cockpit. MVP idea: “Today Board” A full-screen dashboard with 4 zones: 1. Now - Current Pomodoro timer - Task/focus label - Big start/pause/reset - Optional mode: Focus / Break / Deep work / Admin 2. When timer ends - Prompt appears: - “What did you work on?” - “What blocked you?” - “Next action?” - Energy/mood quick buttons…

Clay: [clay (he/him)] I think these ideas belong on the dashboard with the Pomodoro timer. I think they all coalesce into one productivity app for me. [Image attached at: /home/clay/.hermes/cache/images/img_380fd0e1a512.png] [Image attached at: /home/clay/.hermes/cache/images/img_3f41904a57c2.jpeg] [screenshot] [screenshot]

Hermes: Yep. These are not separate apps. They’re one thing: a personal operating system for deciding what deserves your attention right now. The Pomodoro timer is the interaction loop, not just a widget. The shape I’d use 1. Morning planner Pulls from: - Open Brain / Clay-Mate - The List - calendar - Siri Dump / Discord intake - maybe email later, carefully Then produces: > “You have 2.5 real work hours. These 4 fit today. These 7 should wait. This one needs clarification.” This becomes the dashboard’s Today Stack. --- 2. Task…

9:54 PM — Wiki Substack post link

Source: discord · Session: 20260905_215408_e324b4b1 · Messages: 100 · Tools: 56

Started with: Wiki:…

Early response: I digested it and stopped at review-first, per wiki rules. No files written. Source Nick Potkalitsky — “The Death of an AI Playbook” Educating AI / Substack Published: 2026-09-03 URL:…

Subjects: Substack, Wiki, Public writing, Web publishing

Conversation excerpts

Clay: Wiki: https://substack.com/app-link/post?publication_id=1803227&amp;post_id=214014634&amp;utm_source=post-email-title&amp;utm_campaign=email-post-title&amp;isFreemail=false&amp;r=1cu5i&amp;token=eyJ1c2VyX2lkIjoyMjc4NTY2LCJwb3N0X2lkIjoyMTQwMTQ2MzQsImlhdCI6MTc4ODQ0NTM0MSwiZXhwIjoxNzkxMDM3MzQxLCJpc3MiOiJwdWItMTgwMzIyNyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.J4elNB5K-bwClV9ctGImjSCfD0umsLLZSo_brEFxz40

Hermes: I digested it and stopped at review-first, per wiki rules. No files written. Source Nick Potkalitsky — “The Death of an AI Playbook” Educating AI / Substack Published: 2026-09-03 URL: https://nickpotkalitsky.substack.com/p/the-death-of-an-ai-playbook Article gist Potkalitsky argues that NYC’s earlier, more elaborate AI guidance framework has effectively been replaced by a shorter family-facing AI + screen time policy. His central move is that NYC appears to have shifted from trying to govern AI directly — with…

Clay: Approve

Hermes: Approved ingestion is live. Published Article: The Death of an AI Playbook Live URL: https://wiki.claydunker.com/articles/nickpotkalitsky-substack-com-the-death-of-an-ai-playbook Files changed in commit ```text CREATE content/articles/nickpotkalitsky-substack-com-the-death-of-an-ai-playbook.md UPDATE content/authors/nick-potkalitsky.md UPDATE content/big-ideas/district-ai-implementation-as-long-term-institutional-redesign.md UPDATE content/claims/effective-district-ai-implementation-requires-living-teacher-led-redesign.md UPDATE…

Clay: Can you please edit the wiki site so that, when requesting a password, it sits within the browser and not a pop up so that my 1Password extension can fill it for me

Hermes: I made the worker change locally and verified it, but I have not deployed it yet because this changes the live auth gate. What the change does - Replaces the browser-native Basic Auth popup with a normal in-page HTML login form. - Uses standard 1Password-friendly fields: - autocomplete=&quot;username&quot; - autocomplete=&quot;current-password&quot; - Removes the WWW-Authenticate header from unauthenticated browser responses, so the browser should stop showing the popup. - Sets a secure 30-day session cookie after login. - Keeps existing Basic Auth…

Clay: Deploy

Hermes: Deployed. What changed wiki.claydunker.com now shows an in-browser login form instead of the browser’s native password popup, so 1Password should be able to fill it. Verified live - Unauthenticated request returns 401 with an HTML login page. - No WWW-Authenticate header is present, so it should not trigger the browser popup. - Login page includes: - autocomplete=&quot;username&quot; - autocomplete=&quot;current-password&quot; - Form login works and sets a secure 30-day session cookie. - Existing Basic Auth still works for scripts/curl. -…

10:11 PM — Compile basketball season game narratives

Source: discord · Session: 20260905_221156_a27fec0c · Messages: 67 · Tools: 43

Started with: [clay (he/him)] Okay, you are going to start with the 2025-2026 basketball season. You are going to find the schedule of all games played, and you are going to go out with…

Early response: Started. Guardrails applied: - Illinois men’s basketball only. - Start with 2025–26 and walk backward. - Include exhibition/preseason, secret scrimmages when publicly sourceable, regular season, Big Ten Tournament,…

Subjects: Calendar, Research

Conversation excerpts

Clay: [clay (he/him)] Okay, you are going to start with the 2025-2026 basketball season. You are going to find the schedule of all games played, and you are going to go out with subagents and source as many publicly available articles and discussions about each game as possible. You’re going to cross-reference these sources to find factually verifiable narrative elements of the game, facts that may not be already sourced in our basketball brain, or other pieces of information that are worth remembering. You’re going to enter them in the basketball…

Clay: [clay (he/him)] Okay, you are going to start with the 2025-2026 basketball season. You are going to find the schedule of all games played, and you are going to go out with subagents and source as many publicly available articles and discussions about each game as possible. You’re going to cross-reference these sources to find factually verifiable narrative elements of the game, facts that may not be already sourced in our basketball brain, or other pieces of information that are worth remembering. You’re going to enter them in the basketball…

Hermes: Started. Guardrails applied: - Illinois men’s basketball only. - Start with 2025–26 and walk backward. - Include exhibition/preseason, secret scrimmages when publicly sourceable, regular season, Big Ten Tournament, NCAA Tournament. - Minimum target: 2 public sources per game when available; thin-source games will be marked. - Writes will prioritize game-attached moments/editorial hooks with source provenance. - Research is parallelized; KG writes will stay serialized and verified. What I’ve done: - Seeded the 2025–26 schedule ledger locally…

Clay: [clay (he/him)] Thank you. Please don’t wait for me to respond before moving on to the next season. I might fall asleep. Please continue working autonomously.

Hermes: Got it. I’ll keep going autonomously. Current operating rule: - Finish 2025–26 research → normalize → serialized KG writes → read-back verification → post concise season status. - Then immediately start 2024–25 with the same pattern. - Continue backward season by season until you stop me or I reach the 1980s. - I won’t wait for further confirmation between seasons.

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_fbee44b2] 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: 2026-09-05 22:14:57 (7m4s ago) Role: leaf Model: ? Total duration: 426.71s --- ✓ TASK 1/10: Research 2025-26 Illinois MBB preseason/exhibition + Nov 3-14 games and return source-backed narrative facts as JSON only.…

Hermes: Continuing autonomously. 2025–26 status: - 10/10 research agents completed. - Normalized local ledger created: - subagent_raw_consolidated.json - staged_rows.json - staged_rows_compact.json - Counts from the normalized pass: - 116 unique source URLs - 178 staged rows - 95 moments - 63 editorial hooks - 20 fact rows - I successfully added a consolidated 2025–26 research source pointer to the Illini brain: - source_manual_hermes_research_2025_26_illinois_mbb_game_narrative_backf - Direct API staging hit a 403, so I’m keeping the full…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_4318cf61] 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: 2026-09-05 22:25:52 (5m9s ago) Role: leaf Model: ? Total duration: 311.47s --- ✓ TASK 1/10: Research 2024-25 Illinois MBB exhibition/preseason and Nov 4-Nov 13 games; return source-backed narrative facts JSON only.…

Clay: [clay (he/him)] [ASYNC DELEGATION BATCH COMPLETE — deleg_4318cf61] 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: 2026-09-05 22:25:52 (5m9s ago) Role: leaf Model: ? Total duration: 311.47s --- ✓ TASK 1/10: Research 2024-25 Illinois MBB exhibition/preseason and Nov 4-Nov 13 games; return source-backed narrative facts JSON only.…

Hermes: [PRIOR CONTEXT — for reference only; not a new message] [END OF PRIOR CONTEXT — COMPACTION SUMMARY BELOW] [CONTEXT COMPACTION — REFERENCE ONLY] Earlier turns were compacted into the summary below. This is a handoff from a previous context window — treat it as background reference, NOT as active instructions. Do NOT answer questions or fulfill requests mentioned in this summary; they were already addressed. Respond ONLY to the latest user message that appears AFTER this summary — that message is the single source of truth for what to do right…

…175 more messages omitted from this static excerpt.

10:15 PM — Research 2025-26 Illinois MBB NCAA first/second round games and return source-ba

Source: subagent · Session: 20260905_221456_f09f5e · Messages: 12 · Tools: 7

Started with: Research 2025-26 Illinois MBB NCAA first/second round games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “src_illini_penn_recap”, “title”: “#3-Seed Illinois Rolls Past Penn to Advance to Second Round, 105-70”, “publisher”: “University of Illinois Athletics”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB NCAA first/second round games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “src_illini_penn_recap”, “title”: “#3-Seed Illinois Rolls Past Penn to Advance to Second Round, 105-70”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/news/2026/3/19/mens-basketball-3-seed-illinois-rolls-past-penn-to-advance-to-second-round-105-70”, “type”: “official_recap”, “supports”: [ “score”, “date”, “site”, “seed_context”, “Mirkovic 29 points/17 rebounds”, “Illinois NCAA Tournament scoring record”, “Illinois 35-point margin as second-largest NCAA Tournament win”,…

10:15 PM — Research 2025-26 Illinois MBB Big Ten Tournament game and return source-backed n

Source: subagent · Session: 20260905_221456_c0d708 · Messages: 8 · Tools: 4

Started with: Research 2025-26 Illinois MBB Big Ten Tournament game and return source-backed narrative facts as JSON only.

Early response: { “game”: { “season”: “2025-26”, “date”: “2026-03-13”, “competition”: “Big Ten Tournament”, “round”: “quarterfinal”, “venue”: “United Center”, “site”: “Chicago, Illinois”, “neutral_site”: true, “teams”: { “illinois”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Big Ten Tournament game and return source-backed narrative facts as JSON only.

Hermes: { “game”: { “season”: “2025-26”, “date”: “2026-03-13”, “competition”: “Big Ten Tournament”, “round”: “quarterfinal”, “venue”: “United Center”, “site”: “Chicago, Illinois”, “neutral_site”: true, “teams”: { “illinois”: { “name”: “Illinois Fighting Illini”, “seed”: 4, “rank”: 9, “record_after_game”: “24-8”, “conference_record”: “15-5 Big Ten” }, “wisconsin”: { “name”: “Wisconsin Badgers”, “seed”: 5, “rank”: 23, “record_after_game”: “24-9”, “conference_record”: “14-6 Big Ten” } }, “result”: { “winner”: “Wisconsin”, “loser”: “Illinois”,…

10:15 PM — Research 2025-26 Illinois MBB Dec 13-Jan 11 games and return source-backed narra

Source: subagent · Session: 20260905_221455_feb015 · Messages: 15 · Tools: 9

Started with: Research 2025-26 Illinois MBB Dec 13-Jan 11 games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “illini_nebraska_recap_2025_12_13”, “type”: “official_recap”, “title”: “#13 Illinois Falls to #23 Nebraska in Big Ten Home Opener”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Dec 13-Jan 11 games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “illini_nebraska_recap_2025_12_13”, “type”: “official_recap”, “title”: “#13 Illinois Falls to #23 Nebraska in Big Ten Home Opener”, “url”: “https://fightingillini.com/news/2025/12/13/mens-basketball-13-illinois-falls-to-23-nebraska-in-big-ten-home-opener”, “date”: “2025-12-13”, “publisher”: “University of Illinois Athletics”, “coverage”: “recap, score, individual notes” }, { “id”: “illini_nebraska_box_2025_12_13”, “type”: “official_box_score”, “title”: “Men’s Basketball vs Nebraska on 12/13/25 - Box Score”, “url”:…

10:15 PM — Research 2025-26 Illinois MBB Feb 1-Feb 15 games and return source-backed narrat

Source: subagent · Session: 20260905_221456_2d36cf · Messages: 23 · Tools: 15

Started with: Research 2025-26 Illinois MBB Feb 1-Feb 15 games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “S1”, “type”: “official_recap_search_result”, “title”: “#9 Illinois Surges Past #5 Nebraska To Keep Pace in B1G Title Race”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Feb 1-Feb 15 games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “S1”, “type”: “official_recap_search_result”, “title”: “#9 Illinois Surges Past #5 Nebraska To Keep Pace in B1G Title Race”, “url”: “https://fightingillini.com/news/2026/2/1/mens-basketball-9-illinois-surge-past-5-nebraska-to-keep-pace-in-b1g-title-race”, “evidence”: [ “Freshman point guard Keaton Wagler scored 28 points – 23 in the second half – to lift No. 9 Illinois to its second top-5 road win in eight days with a 78-69 victory over No. 5 Nebraska at Pinnacle Bank Arena.”, “Illinois outscored Nebraska by 15 points…

10:15 PM — Research 2025-26 Illinois MBB NCAA regional games and return source-backed narra

Source: subagent · Session: 20260905_221457_618c3b · Messages: 31 · Tools: 23

Started with: Research 2025-26 Illinois MBB NCAA regional games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “src_ncaa_houston_gamecenter”, “title”: “Illinois Fighting Illini vs. Houston Cougars - March Madness Live”, “publisher”: “NCAA.com”, “url”: “https://www.ncaa.com/game/6534647”, “access_result”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB NCAA regional games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “src_ncaa_houston_gamecenter”, “title”: “Illinois Fighting Illini vs. Houston Cougars - March Madness Live”, “publisher”: “NCAA.com”, “url”: “https://www.ncaa.com/game/6534647”, “access_result”: “fetched”, “supports”: [ “Illinois defeated Houston 65-55”, “game was final on NCAA March Madness Live gamecenter” ], “evidence”: “NCAA.com gamecenter returned: ‘Illinois Fighting Illini vs. Houston Cougars - March Madness Live … 65 … 55 … final … IllinoisILL … HoustonHOU’” }, { “id”: “src_espn_houston_score”, “title”:…

10:15 PM — Research 2025-26 Illinois MBB Jan 14-Jan 29 games and return source-backed narra

Source: subagent · Session: 20260905_221456_ea3620 · Messages: 15 · Tools: 10

Started with: Research 2025-26 Illinois MBB Jan 14-Jan 29 games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “illini-northwestern-recap”, “title”: “#13 Illinois Extends Win Streak With 79-68 Win at Northwestern”, “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Jan 14-Jan 29 games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “illini-northwestern-recap”, “title”: “#13 Illinois Extends Win Streak With 79-68 Win at Northwestern”, “url”: “https://fightingillini.com/news/2026/1/14/mens-basketball-13-illinois-extends-win-streak-with-79-68-win-at-northwestern” }, { “id”: “ap-northwestern-recap”, “title”: “Wagler stars as No. 13 Illinois beats Northwestern 79-68 for 6th straight win”, “url”: “https://apnews.com/article/illinois-northwestern-score-4d3c7d4d225664790fa372dcd108e7ef” }, { “id”: “illini-minnesota-recap”, “title”: “#13 Illinois Pulls…

10:15 PM — Research 2025-26 Illinois MBB Nov 19-Dec 9 games and return source-backed narrat

Source: subagent · Session: 20260905_221455_98be28 · Messages: 18 · Tools: 13

Started with: Research 2025-26 Illinois MBB Nov 19-Dec 9 games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “src_illinois_alabama_official_recap”, “type”: “official_recap”, “publisher”: “University of Illinois Athletics”, “title”: “#8 Illinois Falls to #11 Alabama, 90-86, at United Center”, “url”:…

Subjects: Research, Web publishing

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Nov 19-Dec 9 games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “src_illinois_alabama_official_recap”, “type”: “official_recap”, “publisher”: “University of Illinois Athletics”, “title”: “#8 Illinois Falls to #11 Alabama, 90-86, at United Center”, “url”: “https://fightingillini.com/news/2025/11/19/mens-basketball-8-illinois-falls-to-11-alabama-90-86-at-united-center” }, { “id”: “src_illinois_alabama_box”, “type”: “official_box_score”, “publisher”: “University of Illinois Athletics”, “title”: “Men’s Basketball vs Alabama on 11/19/25 - Box Score”, “url”:…

10:15 PM — Research 2025-26 Illinois MBB Final Four game and return source-backed narrative

Source: subagent · Session: 20260905_221457_747051 · Messages: 23 · Tools: 16

Started with: Research 2025-26 Illinois MBB Final Four game and return source-backed narrative facts as JSON only.

Early response: { “game”: { “season”: “2025-26”, “date”: “2026-04-04”, “event”: “NCAA Tournament Final Four / National Semifinal”, “site”: “Lucas Oil Stadium, Indianapolis, Indiana”, “teams”: { “illinois”: { “name”: “Illinois Fighting…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Final Four game and return source-backed narrative facts as JSON only.

Hermes: { “game”: { “season”: “2025-26”, “date”: “2026-04-04”, “event”: “NCAA Tournament Final Four / National Semifinal”, “site”: “Lucas Oil Stadium, Indianapolis, Indiana”, “teams”: { “illinois”: { “name”: “Illinois Fighting Illini”, “seed”: 3, “record_after”: “28-9”, “score”: 62, “halves”: [29, 33] }, “uconn”: { “name”: “UConn Huskies”, “seed”: 2, “ranking_context_from_prompt”: “#7 UConn”, “record_after”: “34-5”, “score”: 71, “halves”: [37, 34] } }, “result”: “Illinois lost to UConn, 71-62, ending Illinois’ season in the national semifinal.”,…

10:15 PM — Research 2025-26 Illinois MBB preseason/exhibition + Nov 3-14 games and return s

Source: subagent · Session: 20260905_221455_92c4a8 · Messages: 19 · Tools: 13

Started with: Research 2025-26 Illinois MBB preseason/exhibition + Nov 3-14 games and return source-backed narrative facts as JSON only.

Early response: [ { “game_date”: “2025-10-19”, “opponent”: “Illinois State”, “result”: “Illinois W 92-65 (exhibition)”, “sources”: [ { “url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2025-26 Illinois MBB preseason/exhibition + Nov 3-14 games and return source-backed narrative facts as JSON only.

Hermes: [ { “game_date”: “2025-10-19”, “opponent”: “Illinois State”, “result”: “Illinois W 92-65 (exhibition)”, “sources”: [ { “url”: “https://fightingillini.com/news/2025/10/19/mens-basketball-17-fighting-illini-earn-exhibition-victory-over-illinois-state”, “title”: “#17 Fighting Illini Earn Exhibition Victory over Illinois State”, “publisher”: “University of Illinois Athletics” }, { “url”: “https://goredbirds.com/news/2025/10/19/mens-basketball-isu-drops-exhibition-opener-to-nationally-ranked-illini.aspx”, “title”: “ISU Drops Exhibition Opener to…

10:15 PM — Research 2025-26 Illinois MBB Feb 18-Mar 8 games and return source-backed narrat

Source: subagent · Session: 20260905_221456_58fbd2 · Messages: 15 · Tools: 10

Started with: Research 2025-26 Illinois MBB Feb 18-Mar 8 games and return source-backed narrative facts as JSON only.

Early response: { “sources”: [ { “id”: “src_usc_illinois_recap”, “title”: “#10 Illinois Rolls to Dominant 101-65 Win at USC”, “publisher”: “University of Illinois Athletics”, “url”:…

Subjects: Research, Web publishing

Conversation excerpts

Clay: Research 2025-26 Illinois MBB Feb 18-Mar 8 games and return source-backed narrative facts as JSON only.

Hermes: { “sources”: [ { “id”: “src_usc_illinois_recap”, “title”: “#10 Illinois Rolls to Dominant 101-65 Win at USC”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/news/2026/2/18/mens-basketball-10-illinois-rolls-to-dominant-101-65-win-at-usc.aspx”, “date”: “2026-02-18”, “supports_games”: [ “2026-02-18_illinois_at_usc” ] }, { “id”: “src_ucla_illinois_recap”, “title”: “#10 Illini Fall On OT Buzzer-Beater at UCLA, 95-94”, “publisher”: “University of Illinois Athletics”, “url”:…

10:25 PM — Research 2024-25 Illinois MBB January 1-Jan 15 games; return source-backed narra

Source: subagent · Session: 20260905_222551_4b9f3b · Messages: 17 · Tools: 10

Started with: Research 2024-25 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_range”: { “start”: “2025-01-01”, “end”: “2025-01-15” }, “games_identified”: 5, “source_basis”: “Official Illinois 2024-25 schedule/results…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_range”: { “start”: “2025-01-01”, “end”: “2025-01-15” }, “games_identified”: 5, “source_basis”: “Official Illinois 2024-25 schedule/results plus official Illinois game recaps/box scores where available.” }, “sources”: [ { “source_id”: “src_schedule_official_text_2024_25”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2024-25 Men’s Basketball Schedule - text”, “url”:…

10:25 PM — Research 2024-25 Illinois MBB exhibition/preseason and Nov 4-Nov 13 games; retur

Source: subagent · Session: 20260905_222550_00b9f0 · Messages: 23 · Tools: 16

Started with: Research 2024-25 Illinois MBB exhibition/preseason and Nov 4-Nov 13 games; return source-backed narrative facts JSON only.

Early response: [ { “game_date”: “2024-10-13”, “opponent”: “Butler”, “game_type”: “closed_scrimmage”, “site”: “State Farm Center, Champaign, IL”, “result”: { “status”: “unofficial_public_reports”, “illinois_score”: 73,…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB exhibition/preseason and Nov 4-Nov 13 games; return source-backed narrative facts JSON only.

Hermes: [ { “game_date”: “2024-10-13”, “opponent”: “Butler”, “game_type”: “closed_scrimmage”, “site”: “State Farm Center, Champaign, IL”, “result”: { “status”: “unofficial_public_reports”, “illinois_score”: 73, “opponent_score”: 61, “outcome”: “W” }, “sources”: [ { “title”: “RUMOR: Illinois Basketball won their Secret Scrimmage vs Butler?”, “url”: “https://armchairillini.com/llinois-basketball-rumors-won-their-secret-scrimmage-vs-butler/”, “notes”: “Reported rumored 73-61 Illinois win; cited Sleepers Media/Bance Armstrong intel, Riley 22 and Morez…

10:25 PM — Build a verified 2024-25 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_222552_0d3a86 · Messages: 14 · Tools: 8

Started with: Build a verified 2024-25 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified the JSON seed at: /home/clay/illinois_mbb_2024_25_schedule_seed.json - Contents include: - 35 official counted 2024-25 Illinois MBB games: regular season, Big Ten Tournament, NCAA Tournament - 2…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2024-25 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified the JSON seed at: /home/clay/illinois_mbb_2024_25_schedule_seed.json - Contents include: - 35 official counted 2024-25 Illinois MBB games: regular season, Big Ten Tournament, NCAA Tournament - 2 public preseason items: closed Butler scrimmage and Ole Miss exhibition - Season summary, records, Sports-Reference metrics, postseason outcome, narrative arcs, source URLs, and verification notes - Verification completed programmatically: - Counted games: 35 - Overall record: 22-13 - Conference games: 20 - Big Ten record:…

10:25 PM — Research 2024-25 Illinois MBB February 16-regular season finale games; return so

Source: subagent · Session: 20260905_222551_3e97b4 · Messages: 14 · Tools: 9

Started with: Research 2024-25 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “requested_window”: “February 16, 2025 through regular-season finale”, “interpretation_note”: “Official Illinois schedule lists the…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “requested_window”: “February 16, 2025 through regular-season finale”, “interpretation_note”: “Official Illinois schedule lists the Michigan State game as played Feb. 15, 2025; some wire/ESPN pages are dated Feb. 16. Included it because it appears to be the boundary game referenced by the request. Regular-season finale was Mar. 7, 2025 vs. Purdue.”, “games_identified”: [ { “date”: “2025-02-15”, “opponent”: “No. 11 Michigan State”, “site”: “State Farm…

10:25 PM — Research 2024-25 Illinois MBB Big Ten Tournament games; return source-backed nar

Source: subagent · Session: 20260905_222552_f2e132 · Messages: 16 · Tools: 10

Started with: Research 2024-25 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “event”: “2025 Big Ten Men’s Basketball Tournament”, “venue”: “Gainbridge Fieldhouse”, “city”: “Indianapolis, Indiana”,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “event”: “2025 Big Ten Men’s Basketball Tournament”, “venue”: “Gainbridge Fieldhouse”, “city”: “Indianapolis, Indiana”, “games_identified”: 2, “note”: “Illinois was the No. 7 seed, opened in the second round, defeated No. 15 Iowa, then lost to No. 2 Maryland in the quarterfinals.” }, “games”: [ { “date”: “2025-03-13”, “round”: “Second Round”, “game_number”: “Game 6”, “seed”: { “illinois”: 7, “opponent”: 15 }, “opponent”: “Iowa”, “result”: “win”, “score”:…

10:25 PM — Research 2024-25 Illinois MBB mid-November through early December games; return

Source: subagent · Session: 20260905_222550_67640d · Messages: 28 · Tools: 21

Started with: Research 2024-25 Illinois MBB mid-November through early December games; return source-backed narrative facts JSON only.

Early response: { “sources”: [ { “id”: “S1”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2024-25 Men’s Basketball Schedule”, “url”:…

Subjects: Calendar, Research, Web publishing

Conversation excerpts

Clay: Research 2024-25 Illinois MBB mid-November through early December games; return source-backed narrative facts JSON only.

Hermes: { “sources”: [ { “id”: “S1”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2024-25 Men’s Basketball Schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2024-25”, “notes”: “Used to identify Illinois MBB games in the Nov. 13-Dec. 10 window: Oakland, Alabama, Maryland Eastern Shore, Little Rock, Arkansas, Northwestern, Wisconsin.” }, { “id”: “S2”, “type”: “official_recap”, “publisher”: “University of Illinois Athletics”, “title”: “Ivisic Leads Illinois to Gritty Home Win Over…

10:25 PM — Research 2024-25 Illinois MBB NCAA Tournament games; return source-backed narrat

Source: subagent · Session: 20260905_222552_2d0ab9 · Messages: 9 · Tools: 5

Started with: Research 2024-25 Illinois MBB NCAA Tournament games; return source-backed narrative facts JSON only.

Early response: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “scope”: “NCAA Tournament games only”, “confirmed_games_count”: 2, “sources”: [ { “id”: “src_illinois_schedule_2024_25”, “title”: “2024-25 Men’s Basketball…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB NCAA Tournament games; return source-backed narrative facts JSON only.

Hermes: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “scope”: “NCAA Tournament games only”, “confirmed_games_count”: 2, “sources”: [ { “id”: “src_illinois_schedule_2024_25”, “title”: “2024-25 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2024-25”, “publisher”: “University of Illinois Athletics”, “used_for”: [“schedule confirmation”, “dates”, “site”, “TV”, “opponents”, “scores”] }, { “id”: “src_sports_reference_schedule_2025”, “title”: “2024-25…

10:25 PM — Research 2024-25 Illinois MBB January 16-Jan 31 games; return source-backed narr

Source: subagent · Session: 20260905_222551_5828e7 · Messages: 17 · Tools: 11

Started with: Research 2024-25 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_window”: { “start”: “2025-01-16”, “end”: “2025-01-31” }, “identified_games”: [ { “date”: “2025-01-19”, “opponent”: “Michigan State”,…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_window”: { “start”: “2025-01-16”, “end”: “2025-01-31” }, “identified_games”: [ { “date”: “2025-01-19”, “opponent”: “Michigan State”, “site”: “Breslin Center, East Lansing, Michigan”, “result”: “L 78-80”, “source_ids”: [“official_schedule”, “illinois_msu_recap”] }, { “date”: “2025-01-23”, “opponent”: “Maryland”, “site”: “State Farm Center, Champaign, Illinois”, “result”: “L 70-91”, “source_ids”: [“official_schedule”, “illinois_maryland_recap”,…

10:25 PM — Research 2024-25 Illinois MBB December nonconference/early Big Ten games; return

Source: subagent · Session: 20260905_222551_c2d5c9 · Messages: 16 · Tools: 9

Started with: Research 2024-25 Illinois MBB December nonconference/early Big Ten games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “date_window”: “December 2024 nonconference and early Big Ten games, with adjacent early-January Big Ten context noted only where…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB December nonconference/early Big Ten games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2024-25”, “date_window”: “December 2024 nonconference and early Big Ten games, with adjacent early-January Big Ten context noted only where sourced”, “wrote_to_kg”: false, “files_created_or_modified”: [] }, “official_schedule_identification”: { “source_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2024-25”, “games_identified”: [ { “date”: “2024-12-06”, “opponent”: “Northwestern”, “site”: “Welsh-Ryan Arena, Evanston, Ill.”, “designation”: “Big Ten…

10:25 PM — Research 2024-25 Illinois MBB February 1-Feb 15 games; return source-backed narr

Source: subagent · Session: 20260905_222551_bb9880 · Messages: 32 · Tools: 21

Started with: Research 2024-25 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_range”: { “start”: “2025-02-01”, “end”: “2025-02-15” }, “games_identified”: 5, “source_discovery_note”: “Official FightingIllini pages…

Subjects: Research

Conversation excerpts

Clay: Research 2024-25 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2024-25”, “date_range”: { “start”: “2025-02-01”, “end”: “2025-02-15” }, “games_identified”: 5, “source_discovery_note”: “Official FightingIllini pages were discoverable via search snippets, but direct fetch attempts returned challenge-page blocks; facts below are limited to retrieved official snippets and corroborating public scoreboard/recap snippets.” }, “sources”: [ { “source_id”: “src_official_schedule_2024_25”, “type”: “official_schedule”, “publisher”: “University of…

10:37 PM — Research 2023-24 Illinois MBB January 1-Jan 15 games; return source-backed narra

Source: subagent · Session: 20260905_223752_68c866 · Messages: 21 · Tools: 15

Started with: Research 2023-24 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “date_range”: { “start”: “2024-01-01”, “end”: “2024-01-15” }, “games_found”: 4, “official_schedule_basis”: { “source_id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “date_range”: { “start”: “2024-01-01”, “end”: “2024-01-15” }, “games_found”: 4, “official_schedule_basis”: { “source_id”: “src_official_schedule”, “note”: “Official Illinois schedule lists four games in scope: Jan. 2 vs Northwestern, Jan. 5 at No. 1 Purdue, Jan. 11 vs Michigan State, Jan. 14 vs Maryland.” } }, “sources”: [ { “id”: “src_official_schedule”, “title”: “2023-24 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

10:37 PM — Research 2023-24 Illinois MBB February 16-regular season finale games; return so

Source: subagent · Session: 20260905_223753_e58f8d · Messages: 16 · Tools: 8

Started with: Research 2023-24 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Early response: { “season”: “2023-24”, “program”: “Illinois men’s basketball”, “scope”: { “start_date”: “2024-02-16”, “end”: “regular-season finale”, “games_identified”: 7, “basis”: “Official Illinois 2023-24 men’s basketball…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2023-24”, “program”: “Illinois men’s basketball”, “scope”: { “start_date”: “2024-02-16”, “end”: “regular-season finale”, “games_identified”: 7, “basis”: “Official Illinois 2023-24 men’s basketball schedule/results plus official Illinois game recaps.” }, “sources”: [ { “id”: “schedule_official”, “title”: “2023-24 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2023-24”, “publisher”: “University of Illinois Athletics”, “type”: “official_schedule” }, {…

10:37 PM — Research 2023-24 Illinois MBB Big Ten Tournament games; return source-backed nar

Source: subagent · Session: 20260905_223753_e1760b · Messages: 20 · Tools: 13

Started with: Research 2023-24 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Early response: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “competition”: “2024 Big Ten Men’s Basketball Tournament”, “site”: { “venue”: “Target Center”, “city”: “Minneapolis”, “state”: “Minnesota”,…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Hermes: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “competition”: “2024 Big Ten Men’s Basketball Tournament”, “site”: { “venue”: “Target Center”, “city”: “Minneapolis”, “state”: “Minnesota”, “sources”: [ { “title”: “2024 Big Ten tournament: Bracket, schedule, scores for men’s basketball”, “url”: “https://www.ncaa.com/news/basketball-men/article/2024-03-17/2024-big-ten-tournament-bracket-schedule-scores-mens-basketball” }, { “title”: “2024 TIAA Big Ten Men’s Basketball Tournament Central”, “url”:…

10:37 PM — Research 2023-24 Illinois MBB NCAA Tournament games; return source-backed narrat

Source: subagent · Session: 20260905_223753_c14ab0 · Messages: 13 · Tools: 8

Started with: Research 2023-24 Illinois MBB NCAA Tournament games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2023-24”, “competition”: “2024 NCAA Men’s Basketball Tournament”, “kg_write_performed”: false }, “sources”: [ { “source_id”: “S1”, “title”: “2023-24 Men’s…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB NCAA Tournament games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2023-24”, “competition”: “2024 NCAA Men’s Basketball Tournament”, “kg_write_performed”: false }, “sources”: [ { “source_id”: “S1”, “title”: “2023-24 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2023-24”, “supports”: [ “complete NCAA Tournament game list”, “dates”, “venues”, “TV”, “scores” ] }, { “source_id”: “S2”, “title”: “2023-24 Illinois Fighting Illini Men’s Schedule and Results |…

10:37 PM — Research 2023-24 Illinois MBB January 16-Jan 31 games; return source-backed narr

Source: subagent · Session: 20260905_223753_050f85 · Messages: 17 · Tools: 12

Started with: Research 2023-24 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2023-24”, “date_range”: { “start”: “2024-01-16”, “end”: “2024-01-31” }, “games_found”: 5, “official_schedule_basis”: “Illinois official 2023-24 schedule…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2023-24”, “date_range”: { “start”: “2024-01-16”, “end”: “2024-01-31” }, “games_found”: 5, “official_schedule_basis”: “Illinois official 2023-24 schedule text lists Jan. 18 at Michigan, Jan. 21 vs Rutgers, Jan. 24 at Northwestern, Jan. 27 vs Indiana, and Jan. 30 at Ohio State in this date range.” }, “sources”: [ { “id”: “src_schedule_official_illinois_2023_24”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2023-24 Men’s Basketball Schedule…

10:37 PM — Research broad public discussions/articles on 2023-24 Illinois MBB season arcs;

Source: subagent · Session: 20260905_223754_1137c4 · Messages: 15 · Tools: 10

Started with: Research broad public discussions/articles on 2023-24 Illinois MBB season arcs; return JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “task”: “Broad public-source research for season-level narrative arcs, notable game context, candidate editorial hooks, and…

Subjects: Research

Conversation excerpts

Clay: Research broad public discussions/articles on 2023-24 Illinois MBB season arcs; return JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “task”: “Broad public-source research for season-level narrative arcs, notable game context, candidate editorial hooks, and game-attached facts. No KG writes performed.” }, “sources”: [ { “id”: “daily_illini_season_recap_2024_04_15”, “title”: “‘It’s hard not to get emotional’: Illinois men’s basketball records historic 2023-24 championship season”, “publisher”: “The Daily Illini”, “url”:…

10:37 PM — Research 2023-24 Illinois MBB December games; return source-backed narrative fac

Source: subagent · Session: 20260905_223752_8bc729 · Messages: 21 · Tools: 14

Started with: Research 2023-24 Illinois MBB December games; return source-backed narrative facts JSON only.

Early response: { “sources”: [ { “id”: “src_official_schedule_2023_24”, “title”: “2023-24 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2023-24”,…

Subjects: Calendar, Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB December games; return source-backed narrative facts JSON only.

Hermes: { “sources”: [ { “id”: “src_official_schedule_2023_24”, “title”: “2023-24 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2023-24”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_schedule” }, { “id”: “src_illini_rutgers_recap”, “title”: “No. 24 Illinois Opens Big Ten Play With Dominant Road Win Over Rutgers”, “url”:…

10:37 PM — Research 2023-24 Illinois MBB February 1-Feb 15 games; return source-backed narr

Source: subagent · Session: 20260905_223753_fff1b7 · Messages: 22 · Tools: 15

Started with: Research 2023-24 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “date_window”: { “start”: “2024-02-01”, “end”: “2024-02-15” }, “games_found”: 3, “schedule_basis”: { “source_id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2023-24 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2023-24”, “date_window”: { “start”: “2024-02-01”, “end”: “2024-02-15” }, “games_found”: 3, “schedule_basis”: { “source_id”: “sports_reference_illinois_2024_schedule”, “note”: “Sports-Reference schedule lists Illinois games in the requested window on Feb. 4 vs Nebraska, Feb. 10 at Michigan State, and Feb. 13 vs Michigan; no Illinois MBB games listed Feb. 1-3, Feb. 5-9, or Feb. 14-15.” } }, “sources”: [ { “id”: “sports_reference_illinois_2024_schedule”, “type”:…

10:37 PM — Research 2023-24 Illinois MBB exhibition/preseason and November games; return so

Source: subagent · Session: 20260905_223752_604c7e · Messages: 26 · Tools: 18

Started with: Research 2023-24 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Early response: { “sources”: [ { “id”: “src_illinois_schedule_2023_24”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2023-24 Men’s Basketball Schedule”, “url”:…

Subjects: Calendar, Research, Web publishing

Conversation excerpts

Clay: Research 2023-24 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Hermes: { “sources”: [ { “id”: “src_illinois_schedule_2023_24”, “type”: “official_schedule”, “publisher”: “University of Illinois Athletics”, “title”: “2023-24 Men’s Basketball Schedule”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2023-24”, “notes”: “Official schedule/results page lists Ottawa and Kansas as exhibitions and November regular-season games: Eastern Illinois, Oakland, Marquette, Valparaiso, Southern, Western Illinois.” }, { “id”: “src_illinois_ottawa_recap”, “type”: “official_recap”, “publisher”: “University of…

10:37 PM — Build a verified 2023-24 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_223754_613592 · Messages: 33 · Tools: 18

Started with: Build a verified 2023-24 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified a local JSON seed file: /home/clay/illinois_mbb_2023_24_schedule_results_seed.json - Included: - season_id: season_2023_24 - teamseason_id: teamseason_program_illinois_mbb_season_2023_24…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2023-24 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified a local JSON seed file: /home/clay/illinois_mbb_2023_24_schedule_results_seed.json - Included: - season_id: season_2023_24 - teamseason_id: teamseason_program_illinois_mbb_season_2023_24 - Season records, rankings, postseason finish, narrative overview, sources, and discrepancy notes - 43 total public games/events: - 31 regular-season games - 3 Big Ten Tournament games - 4 NCAA Tournament games - 2 public exhibitions - 3 Spain foreign-tour games - Verified counted official record: - 38 counted games - 29–9…

10:46 PM — Research 2022-23 Illinois MBB January 1-Jan 15 games; return source-backed narra

Source: subagent · Session: 20260905_224650_f26548 · Messages: 37 · Tools: 27

Started with: Research 2022-23 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2022-23 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “date_range”: { “start”:…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2022-23 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “date_range”: { “start”: “2023-01-01”, “end”: “2023-01-15” }, “games_found”: 4, “included_games”: [ “2023-01-04 at Northwestern”, “2023-01-07 vs Wisconsin”, “2023-01-10 at Nebraska”, “2023-01-13 vs Michigan State” ], “excluded_next_game”: { “date”: “2023-01-16”, “opponent”: “Minnesota”, “reason”: “Outside requested Jan. 1-Jan. 15 window.” } }, “sources”: [ {…

10:46 PM — Research 2022-23 Illinois MBB exhibition/preseason and November games; return so

Source: subagent · Session: 20260905_224650_944817 · Messages: 27 · Tools: 17

Started with: Research 2022-23 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “coverage_window”: “preseason/exhibition plus November 2022 regular-season games”, “write_kg”: false }, “sources”: [ { “id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “coverage_window”: “preseason/exhibition plus November 2022 regular-season games”, “write_kg”: false }, “sources”: [ { “id”: “src_official_schedule”, “title”: “2022-23 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2022-23”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_schedule” }, { “id”: “src_quincy_official”, “title”: “Big Second Half Fuels Illinois in…

10:46 PM — Research 2022-23 Illinois MBB February 16-regular season finale games; return so

Source: subagent · Session: 20260905_224651_30776c · Messages: 21 · Tools: 13

Started with: Research 2022-23 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Early response: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2022_23”, “season_label”: “2022-23”, “scope”: { “start_date”: “2023-02-16”, “end_date”: “2023-03-05”, “included_games”: “Illinois men’s basketball games from…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Hermes: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2022_23”, “season_label”: “2022-23”, “scope”: { “start_date”: “2023-02-16”, “end_date”: “2023-03-05”, “included_games”: “Illinois men’s basketball games from Feb. 16, 2023 through the regular-season finale; no Illinois game was played on Feb. 16 or Feb. 17.”, “game_count”: 6 }, “games”: [ { “game_date”: “2023-02-18”, “game_number”: 26, “opponent”: “Indiana”, “opponent_rank”: “No. 14”, “site”: “Simon Skjodt Assembly Hall, Bloomington, Indiana”, “result”: “L 68-71”,…

10:46 PM — Research 2022-23 Illinois MBB January 16-Jan 31 games; return source-backed narr

Source: subagent · Session: 20260905_224651_44c3b1 · Messages: 24 · Tools: 17

Started with: Research 2022-23 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Early response: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2022_23”, “season_label”: “2022-23”, “scope”: { “date_start”: “2023-01-16”, “date_end”: “2023-01-31”, “games_found”: 5, “source_basis”: “Official…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Hermes: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2022_23”, “season_label”: “2022-23”, “scope”: { “date_start”: “2023-01-16”, “date_end”: “2023-01-31”, “games_found”: 5, “source_basis”: “Official FightingIllini 2022-23 schedule/results plus official recaps, opponent recaps/box scores, AP/ESPN/CBS/Sports-Reference where available.” }, “sources”: [ { “id”: “src_official_schedule_illinois_2022_23”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2022-23”, “title”: “2022-23 Men’s Basketball Schedule”, “publisher”:…

10:46 PM — Build a verified 2022-23 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_224652_1ff9e7 · Messages: 17 · Tools: 9

Started with: Build a verified 2022-23 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created and verified local seed JSON: /home/clay/illinois_mbb_2022_23_schedule_results_seed.json - Contents include: - season_id: season_2022_23 - teamseason_id:…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2022-23 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created and verified local seed JSON: /home/clay/illinois_mbb_2022_23_schedule_results_seed.json - Contents include: - season_id: season_2022_23 - teamseason_id: teamseason_program_illinois_mbb_season_2022_23 - Season records, Sports-Reference metrics, source ledger, discrepancy notes - Season-level narrative overview - Full game list: 34 total rows = 33 countable games + 1 exhibition - Verification passed programmatically: - Countable record: 20-13 - Big Ten record: 11-9 - Site records: home 15-2, away 3-7, neutral 2-4…

10:46 PM — Research 2022-23 Illinois MBB Big Ten Tournament games; return source-backed nar

Source: subagent · Session: 20260905_224651_3a9ba0 · Messages: 23 · Tools: 15

Started with: Research 2022-23 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Early response: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “competition”: “2023 Big Ten Men’s Basketball Tournament”, “scope_result”: { “games_found”: 1, “complete_tournament_path”: true, “note”:…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Hermes: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “competition”: “2023 Big Ten Men’s Basketball Tournament”, “scope_result”: { “games_found”: 1, “complete_tournament_path”: true, “note”: “Illinois entered as the No. 7 seed and lost its tournament opener/second-round game, so it did not play any additional Big Ten Tournament games.” }, “games”: [ { “date”: “2023-03-09”, “round”: “Second Round”, “site”: “United Center, Chicago, Illinois”, “illinois_seed”: 7, “opponent”: “Penn State”, “opponent_seed”: 10, “result”:…

10:46 PM — Research 2022-23 Illinois MBB December games; return source-backed narrative fac

Source: subagent · Session: 20260905_224650_a51b91 · Messages: 25 · Tools: 17

Started with: Research 2022-23 Illinois MBB December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “month”: “December 2022”, “identified_from”: [ “official_illinois_schedule_2022_23” ], “notes”: [ “Official schedule page was identified via…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2022-23”, “month”: “December 2022”, “identified_from”: [ “official_illinois_schedule_2022_23” ], “notes”: [ “Official schedule page was identified via search result but direct fetch was blocked by a challenge page; game list was corroborated from the official schedule search snippet and individual official recap pages/search snippets.”, “No KG/database writes were performed.” ] }, “sources”: [ { “id”: “official_illinois_schedule_2022_23”, “type”: “official_schedule”, “publisher”:…

10:46 PM — Research 2022-23 Illinois MBB February 1-Feb 15 games; return source-backed narr

Source: subagent · Session: 20260905_224651_fc1e69 · Messages: 24 · Tools: 15

Started with: Research 2022-23 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2022-23 Illinois MBB games from 2023-02-01 through 2023-02-15”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “date_window”: { “start”: “2023-02-01”, “end”:…

Subjects: Research

Conversation excerpts

Clay: Research 2022-23 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2022-23 Illinois MBB games from 2023-02-01 through 2023-02-15”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “date_window”: { “start”: “2023-02-01”, “end”: “2023-02-15”, “inclusive”: true }, “official_schedule_finding”: “The official Illinois 2022-23 schedule shows three games in this window: Feb. 4 at Iowa, Feb. 11 vs. No. 24 Rutgers, and Feb. 14 at Penn State. The surrounding schedule entries show Nebraska on Jan. 31 and Indiana on Feb. 18, so no Feb. 1-Feb. 3, Feb. 5-Feb. 10,…

10:46 PM — Research 2022-23 Illinois MBB NCAA Tournament/postseason games; return source-ba

Source: subagent · Session: 20260905_224651_6666a1 · Messages: 13 · Tools: 8

Started with: Research 2022-23 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Early response: { “season”: “2022-23”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “National postseason only: NCAA Tournament, NIT, or other postseason tournaments after the regular season/conference…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2022-23 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2022-23”, “program”: “Illinois Fighting Illini men’s basketball”, “scope_note”: “National postseason only: NCAA Tournament, NIT, or other postseason tournaments after the regular season/conference tournament. Illinois played one NCAA Tournament game and no NIT game in 2022-23.”, “sources”: [ { “id”: “S1”, “title”: “Illini Fall to Arkansas in Opening Round of NCAA Tourney”, “publisher”: “University of Illinois Athletics”, “url”:…

10:46 PM — Research broad public discussions/articles on 2022-23 Illinois MBB season arcs;

Source: subagent · Session: 20260905_224652_ce4814 · Messages: 33 · Tools: 25

Started with: Research broad public discussions/articles on 2022-23 Illinois MBB season arcs; return JSON only.

Early response: { “task”: “Research broad public discussions/articles on 2022-23 Illinois MBB season arcs; return JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “write_kg”: false…

Subjects: Research

Conversation excerpts

Clay: Research broad public discussions/articles on 2022-23 Illinois MBB season arcs; return JSON only.

Hermes: { “task”: “Research broad public discussions/articles on 2022-23 Illinois MBB season arcs; return JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2022-23”, “write_kg”: false }, “sources”: [ { “id”: “src_tcr_wild_2023_03_02”, “title”: “The 2022-23 Illini Basketball Team is just WILD”, “publisher”: “The Champaign Room”, “url”: “https://www.thechampaignroom.com/2023/3/2/23621169/the-2022-23-illini-basketball-team-is-just-wild-illinois-fighting-ncaa-big-ten”, “access_status”: “fetched”, “source_type”:…

10:58 PM — Research 2021-22 Illinois MBB January 16-Jan 31 games; return source-backed narr

Source: subagent · Session: 20260905_225835_61dafd · Messages: 15 · Tools: 10

Started with: Research 2021-22 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Early response: { “task_summary”: { “what_i_did”: “Researched Illinois men’s basketball games from Jan. 16 through Jan. 31 of the 2021-22 season using the official Illinois schedule/results page, official Illinois recaps/box scores,…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB January 16-Jan 31 games; return source-backed narrative facts JSON only.

Hermes: { “task_summary”: { “what_i_did”: “Researched Illinois men’s basketball games from Jan. 16 through Jan. 31 of the 2021-22 season using the official Illinois schedule/results page, official Illinois recaps/box scores, and independent/opponent/AP-linked coverage where available.”, “what_i_found”: “Illinois played four games in the window: Jan. 17 vs Purdue, Jan. 21 at Maryland, Jan. 25 vs Michigan State, and Jan. 29 at Northwestern. No Jan. 16, Jan. 30, or Jan. 31 Illinois MBB game appears in the official 2021-22 schedule.”,…

10:58 PM — Research 2021-22 Illinois MBB exhibition/preseason and November games; return so

Source: subagent · Session: 20260905_225834_1b7ef4 · Messages: 17 · Tools: 12

Started with: Research 2021-22 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “window”: “exhibition/preseason and November 2021 regular-season games”, “write_to_kg”: false }, “sources”: [ { “id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB exhibition/preseason and November games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “window”: “exhibition/preseason and November 2021 regular-season games”, “write_to_kg”: false }, “sources”: [ { “id”: “src_official_schedule_text”, “title”: “2021-22 Men’s Basketball Schedule - University of Illinois Athletics (text)”, “publisher”: “University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/text/2021-22”, “type”: “official_schedule” }, { “id”: “src_official_schedule_full”, “title”: “2021-22 Men’s Basketball…

10:58 PM — Research 2021-22 Illinois MBB February 1-Feb 15 games; return source-backed narr

Source: subagent · Session: 20260905_225835_fea79a · Messages: 21 · Tools: 14

Started with: Research 2021-22 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2021_22”, “season_label”: “2021-22”, “date_window”: { “start”: “2022-02-01”, “end”: “2022-02-15” }, “official_schedule_source”:…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2021_22”, “season_label”: “2021-22”, “date_window”: { “start”: “2022-02-01”, “end”: “2022-02-15” }, “official_schedule_source”: “https://fightingillini.com/sports/mens-basketball/schedule/2021-22”, “games_found”: 4, “kg_written”: false }, “sources”: [ { “source_id”: “official_schedule_2021_22”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2021-22”, “title”: “2021-22 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics”,…

10:58 PM — Research 2021-22 Illinois MBB Big Ten Tournament games; return source-backed nar

Source: subagent · Session: 20260905_225835_8f0a09 · Messages: 13 · Tools: 8

Started with: Research 2021-22 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Early response: { “task”: “Research 2021-22 Illinois MBB Big Ten Tournament games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “competition”: “2022 Big Ten Men’s Basketball Tournament”,…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Hermes: { “task”: “Research 2021-22 Illinois MBB Big Ten Tournament games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “competition”: “2022 Big Ten Men’s Basketball Tournament”, “kg_write_performed”: false }, “sources”: [ { “id”: “source_1”, “title”: “2021-22 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2021-22”, “publisher”: “University of Illinois Athletics”, “supports”: [ “Illinois played Indiana in the Big Ten…

10:58 PM — Research broad public discussions/articles on 2021-22 Illinois MBB season arcs;

Source: subagent · Session: 20260905_225836_b1b482 · Messages: 20 · Tools: 12

Started with: Research broad public discussions/articles on 2021-22 Illinois MBB season arcs; return JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “task”: “Broad public source discovery for season-level narrative arcs, notable game context, editorial hooks, and game-attached…

Subjects: Research

Conversation excerpts

Clay: Research broad public discussions/articles on 2021-22 Illinois MBB season arcs; return JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “task”: “Broad public source discovery for season-level narrative arcs, notable game context, editorial hooks, and game-attached facts. No KG writes performed.” }, “sources”: [ { “source_id”: “src_daily_illini_cockburn_title_2022_03_07”, “title”: “‘It just felt right’: Cockburn steadies Illinois men’s basketball, brings first title in 17 years to Champaign”, “publisher”: “The Daily Illini”, “date”: “2022-03-07”, “url”:…

10:58 PM — Research 2021-22 Illinois MBB February 16-regular season finale games; return so

Source: subagent · Session: 20260905_225835_38c036 · Messages: 23 · Tools: 15

Started with: Research 2021-22 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “date_range”: { “start”: “2022-02-16”, “end”: “2022-03-06”, “end_note”: “regular-season finale” }, “games_identified”: 6, “source_basis”: […

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “date_range”: { “start”: “2022-02-16”, “end”: “2022-03-06”, “end_note”: “regular-season finale” }, “games_identified”: 6, “source_basis”: [ “official_illinois_schedule_2021_22”, “sports_reference_illinois_2021_22_schedule” ], “kg_write_performed”: false }, “sources”: [ { “source_id”: “official_illinois_schedule_2021_22”, “title”: “2021-22 Men’s Basketball Schedule - University of Illinois Athletics”, “url”:…

10:58 PM — Research 2021-22 Illinois MBB NCAA Tournament/postseason games; return source-ba

Source: subagent · Session: 20260905_225835_b8c981 · Messages: 15 · Tools: 9

Started with: Research 2021-22 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Early response: { “team_season_id”: “teamseason_program_illinois_mbb_season_2021_22”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “scope_note”: “Postseason interpreted broadly as Illinois’…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2021-22 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Hermes: { “team_season_id”: “teamseason_program_illinois_mbb_season_2021_22”, “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “scope_note”: “Postseason interpreted broadly as Illinois’ conference-tournament game plus NCAA Tournament games. Illinois did not play in the NIT because it received and played an NCAA Tournament bid.”, “sources”: [ { “id”: “src_sports_reference_2021_22_schedule”, “title”: “2021-22 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports-Reference / College Basketball Reference”,…

10:58 PM — Research 2021-22 Illinois MBB December games; return source-backed narrative fac

Source: subagent · Session: 20260905_225834_9998cb · Messages: 20 · Tools: 14

Started with: Research 2021-22 Illinois MBB December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “month”: “December 2021”, “write_kg”: false, “method”: “Used official Illinois schedule/results to identify December events;…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2021-22”, “month”: “December 2021”, “write_kg”: false, “method”: “Used official Illinois schedule/results to identify December events; used official Illinois recaps/box-score pages plus opponent/independent coverage where available.” }, “sources”: [ { “id”: “src_official_schedule”, “title”: “2021-22 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2021-22”, “publisher”: “University of…

10:58 PM — Build a verified 2021-22 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_225836_b97217 · Messages: 25 · Tools: 13

Started with: Build a verified 2021-22 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified /home/clay/illinois_mbb_2021_22_schedule_results_seed.json. - Included: - season_id: season_2021_22 - team_season_id: teamseason_program_illinois_mbb_season_2021_22 - 35 total played…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2021-22 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified /home/clay/illinois_mbb_2021_22_schedule_results_seed.json. - Included: - season_id: season_2021_22 - team_season_id: teamseason_program_illinois_mbb_season_2021_22 - 35 total played games: - 2 exhibitions - 30 regular-season games - 1 Big Ten Tournament game - 2 NCAA Tournament games - Season-level narrative overview - Source ledger for official FightingIllini, Sports-Reference, Wikipedia, and ESPN - Discrepancy notes, including the canceled Florida A&M game and Sports-Reference excluding exhibitions -…

10:58 PM — Research 2021-22 Illinois MBB January 1-Jan 15 games; return source-backed narra

Source: subagent · Session: 20260905_225834_cf39bb · Messages: 21 · Tools: 15

Started with: Research 2021-22 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “date_range”: { “start”: “2022-01-01”, “end”: “2022-01-15”, “inclusive”: true }, “games_found”: 4, “official_schedule_result_source_id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2021-22 Illinois MBB January 1-Jan 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2021-22”, “date_range”: { “start”: “2022-01-01”, “end”: “2022-01-15”, “inclusive”: true }, “games_found”: 4, “official_schedule_result_source_id”: “src_official_schedule”, “notes”: [ “Official Illinois schedule and Sports-Reference both show four Illinois MBB games in this window: Jan. 4 at Minnesota, Jan. 6 vs Maryland, Jan. 11 at Nebraska, Jan. 14 vs Michigan.”, “No Jan. 1-Jan. 3, Jan. 5, Jan. 7-Jan. 10, Jan. 12-Jan. 13, or Jan. 15 Illinois game was found in the official…

11:09 PM — Research 2020-21 Illinois MBB February 16-regular season finale games; return so

Source: subagent · Session: 20260905_230914_287630 · Messages: 20 · Tools: 13

Started with: Research 2020-21 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “range”: “2021-02-16 through 2021-03-06 regular-season finale”, “notes”: “No KG writes performed; source-backed narrative facts…

Subjects: Research

Conversation excerpts

Clay: Research 2020-21 Illinois MBB February 16-regular season finale games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “range”: “2021-02-16 through 2021-03-06 regular-season finale”, “notes”: “No KG writes performed; source-backed narrative facts only.” }, “games”: [ { “date”: “2021-02-16”, “opponent”: “Northwestern”, “site”: “State Farm Center, Champaign, Illinois”, “result”: “W 73-66”, “illinois_rank”: “No. 5”, “illinois_record_after”: “15-5, 11-3 Big Ten”, “narrative_facts”: [ { “fact”: “Illinois defeated Northwestern 73-66 behind four double-figure scorers: Kofi…

11:09 PM — Research independent/opponent coverage for the most important 2020-21 Illinois M

Source: subagent · Session: 20260905_230915_3ca9fb · Messages: 41 · Tools: 32

Started with: Research independent/opponent coverage for the most important 2020-21 Illinois MBB games; return source-backed JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “request”: “independent/opponent coverage for most important games”, “kg_writes”: false }, “games”: [ { “game_id”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for the most important 2020-21 Illinois MBB games; return source-backed JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “request”: “independent/opponent coverage for most important games”, “kg_writes”: false }, “games”: [ { “game_id”: “2020-12-02_illinois_vs_baylor_jimmy_v_classic”, “date”: “2020-12-02”, “competition”: “Jimmy V Classic”, “site”: “Bankers Life Fieldhouse, Indianapolis, Indiana”, “teams”: { “illinois”: { “rank”: 5, “score”: 69 }, “opponent”: { “name”: “Baylor”, “rank”: 2, “score”: 82 } }, “result”: “Illinois loss”, “importance”: [ “early top-five…

11:09 PM — Research 2020-21 Illinois MBB player/availability/injury/roster narrative contex

Source: subagent · Session: 20260905_230915_2a400c · Messages: 20 · Tools: 13

Started with: Research 2020-21 Illinois MBB player/availability/injury/roster narrative context tied to games; return source-backed JSON only.

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2020-21 Illinois MBB player/availability/injury/roster narrative context tied to games; return source-backed JSON only.

11:09 PM — Research broad public discussions/articles on 2020-21 Illinois MBB season arcs;

Source: subagent · Session: 20260905_230915_c0e7d5 · Messages: 26 · Tools: 18

Started with: Research broad public discussions/articles on 2020-21 Illinois MBB season arcs; return JSON only.

Early response: { “topic”: “2020-21 Illinois Fighting Illini men’s basketball season arcs and article-worthy hooks”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “kg_writes”: false, “research_type”: “broad…

Subjects: Research

Conversation excerpts

Clay: Research broad public discussions/articles on 2020-21 Illinois MBB season arcs; return JSON only.

Hermes: { “topic”: “2020-21 Illinois Fighting Illini men’s basketball season arcs and article-worthy hooks”, “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “kg_writes”: false, “research_type”: “broad public discussions/articles” }, “sources”: [ { “id”: “sun_times_preseason”, “title”: “No. 8 Illinois men’s basketball has high goals with stars’ return”, “publisher”: “Chicago Sun-Times”, “url”: “https://chicago.suntimes.com/2020/11/10/21559470/illinois-has-high-goals-big-ten-basketball-ayo-dosunmu-kofi-cockburn”, “date”:…

11:09 PM — Research 2020-21 Illinois MBB NCAA Tournament/postseason games; return source-ba

Source: subagent · Session: 20260905_230915_a3a661 · Messages: 23 · Tools: 16

Started with: Research 2020-21 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “postseason_definition_used”: “Big Ten Tournament plus NCAA Tournament games”, “kg_writes_performed”: false, “thin_flags”: [ {…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2020-21 Illinois MBB NCAA Tournament/postseason games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “postseason_definition_used”: “Big Ten Tournament plus NCAA Tournament games”, “kg_writes_performed”: false, “thin_flags”: [ { “flag”: “source_access_partial”, “details”: “Some full-page fetches were blocked by challenge/placeholder pages, so the returned facts rely on accessible search-result excerpts and snippets from official/major-public-source pages rather than complete extracted article bodies.” }, { “flag”:…

11:09 PM — Build a verified 2020-21 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_230915_9338e7 · Messages: 30 · Tools: 16

Started with: Build a verified 2020-21 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2020_21_schedule_results_seed.json. - Included: - 31 played 2020-21 Illinois MBB games. - 1 public/sourceable cancellation: Dec. 5, 2020 vs UT Martin. - Phase tagging: non-conference…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2020-21 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2020_21_schedule_results_seed.json. - Included: - 31 played 2020-21 Illinois MBB games. - 1 public/sourceable cancellation: Dec. 5, 2020 vs UT Martin. - Phase tagging: non-conference regular season, Big Ten regular season, Big Ten Tournament, NCAA Tournament. - Scores, results, overtime, site type, opponent ranks, opponent conferences, arenas, records after each game. - Season-level narrative overview and summary metrics. - Source ledger for official Illinois schedule, Sports-Reference, Wikipedia, and ESPN.…

11:09 PM — Research 2020-21 Illinois MBB January 2021 games; return source-backed narrative

Source: subagent · Session: 20260905_230914_7e4416 · Messages: 22 · Tools: 16

Started with: Research 2020-21 Illinois MBB January 2021 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “season_2020_21”, “season_label”: “2020-21”, “month”: “2021-01”, “write_actions”: “none”,…

Subjects: Research

Conversation excerpts

Clay: Research 2020-21 Illinois MBB January 2021 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “program”: “Illinois Fighting Illini men’s basketball”, “season_id”: “season_2020_21”, “season_label”: “2020-21”, “month”: “2021-01”, “write_actions”: “none”, “coverage_note”: “Six official Illinois MBB games were played in January 2021: Purdue, at Northwestern, Maryland, Ohio State, Penn State, and Iowa. The official Illinois schedule and Sports-Reference schedule agree on dates, opponents, sites, and results for these six games.” }, “source_ledger”: [ { “source_id”: “S1”, “title”: “2020-21…

11:09 PM — Research 2020-21 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260905_230914_5162a2 · Messages: 35 · Tools: 27

Started with: Research 2020-21 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “window”: “preseason/exhibition plus November-December 2020 games”, “kg_writes_performed”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2020-21 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “window”: “preseason/exhibition plus November-December 2020 games”, “kg_writes_performed”: false }, “schedule_verification”: { “official_schedule_source”: “https://fightingillini.com/sports/mens-basketball/schedule/2020-21”, “official_text_schedule_source”: “https://fightingillini.com/sports/mens-basketball/schedule/text/2020-21”, “sports_reference_source”: “https://www.sports-reference.com/cbb/schools/illinois/men/2021-schedule.html&quot;,…

11:09 PM — Research 2020-21 Illinois MBB February 1-Feb 15 games; return source-backed narr

Source: subagent · Session: 20260905_230914_3fcb63 · Messages: 13 · Tools: 8

Started with: Research 2020-21 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “date_range”: { “start”: “2021-02-01”, “end”: “2021-02-15” }, “games_found”: 3, “kg_writes”: false }, “games”: [ { “date”:…

Subjects: Research

Conversation excerpts

Clay: Research 2020-21 Illinois MBB February 1-Feb 15 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2020-21”, “date_range”: { “start”: “2021-02-01”, “end”: “2021-02-15” }, “games_found”: 3, “kg_writes”: false }, “games”: [ { “date”: “2021-02-02”, “opponent”: “Indiana”, “site”: “Simon Skjodt Assembly Hall, Bloomington, Indiana”, “illinois_rank”: “No. 12”, “result”: “W”, “score”: “Illinois 75, Indiana 71”, “overtime”: true, “illinois_record_after”: “12-5, 8-3 Big Ten”, “narrative_facts”: [ { “fact”: “Illinois beat Indiana 75-71 in overtime, outscoring the Hoosiers…

11:09 PM — Research 2020-21 Illinois MBB Big Ten Tournament games; return source-backed nar

Source: subagent · Session: 20260905_230914_4327ea · Messages: 18 · Tools: 10

Started with: Research 2020-21 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “competition”: “2021 Big Ten Men’s Basketball Tournament”, “venue”: “Lucas Oil Stadium, Indianapolis”, “source_backed”: true,…

Subjects: Research

Conversation excerpts

Clay: Research 2020-21 Illinois MBB Big Ten Tournament games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2020-21”, “competition”: “2021 Big Ten Men’s Basketball Tournament”, “venue”: “Lucas Oil Stadium, Indianapolis”, “source_backed”: true, “kg_writes_performed”: false, “thin_flags”: [] }, “sources”: [ { “id”: “ncaa_bracket”, “title”: “2021 Big Ten tournament: Bracket, schedule, scores, seeds”, “publisher”: “NCAA.com”, “url”: “https://www.ncaa.com/news/basketball-men/article/2021-03-14/2021-big-ten-tournament-bracket-schedule-scores-seeds”, “supports”: [ “bracket context”, “seeds”,…

11:21 PM — Research 2019-20 Illinois MBB February 16-through final played game / COVID canc

Source: subagent · Session: 20260905_232119_7b62c1 · Messages: 21 · Tools: 15

Started with: Research 2019-20 Illinois MBB February 16-through final played game / COVID cancellation period; return source-backed narrative facts JSON only.

Early response: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “period”: “2020-02-16 through final played game and COVID-canceled postseason context”, “kg_writes”: false }, “sources”: [ { “id”:…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB February 16-through final played game / COVID cancellation period; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “period”: “2020-02-16 through final played game and COVID-canceled postseason context”, “kg_writes”: false }, “sources”: [ { “id”: “source_official_schedule”, “title”: “2019-20 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2019-20”, “publisher”: “University of Illinois Athletics”, “supports”: [ “overall record 21-10”, “Big Ten record 13-7”, “Feb. 18 through Mar. 8 game…

11:21 PM — Research 2019-20 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260905_232121_6c54e4 · Messages: 13 · Tools: 6

Started with: Research 2019-20 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2019-20 Illinois MBB public discussions/fan/local media narratives around resurgence, ranked wins, Big Ten contention, and COVID ending.”, “scope”: { “program”: “Illinois Fighting Illini men’s…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2019-20 Illinois MBB public discussions/fan/local media narratives around resurgence, ranked wins, Big Ten contention, and COVID ending.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “source_types_targeted”: [ “fan/community blogs”, “student/local media”, “beat/local media”, “official athletics recaps used only as corroborating context”, “community discussion/search-accessible fan sources” ], “kg_writes”: false }, “narrative_findings”: [ { “id”:…

11:21 PM — Research 2019-20 Illinois MBB Big Ten Tournament / NCAA cancellation context; re

Source: subagent · Session: 20260905_232119_0dc70c · Messages: 30 · Tools: 21

Started with: Research 2019-20 Illinois MBB Big Ten Tournament / NCAA cancellation context; return source-backed narrative facts JSON only.

Early response: { “topic”: “2019-20 Illinois men’s basketball postseason cancellation context”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “events”: [ “2020 Big Ten Men’s Basketball…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2019-20 Illinois MBB Big Ten Tournament / NCAA cancellation context; return source-backed narrative facts JSON only.

Hermes: { “topic”: “2019-20 Illinois men’s basketball postseason cancellation context”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “events”: [ “2020 Big Ten Men’s Basketball Tournament”, “2020 NCAA Division I Men’s Basketball Tournament cancellation” ], “kg_writes”: false }, “narrative_facts”: [ { “id”: “illinois_2019_20_regular_season_position”, “date”: “2020-03-08”, “fact”: “Illinois finished the 2019-20 regular season 21-10 overall and 13-7 in Big Ten play, placing fourth in the final Big Ten standings…

11:21 PM — Research 2019-20 Illinois MBB February 1-February 15, 2020 games; return source-

Source: subagent · Session: 20260905_232119_48d64a · Messages: 26 · Tools: 19

Started with: Research 2019-20 Illinois MBB February 1-February 15, 2020 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “date_range”: { “start”: “2020-02-01”, “end”: “2020-02-15” }, “games_found”: 4, “kg_writes”: false }, “games”: [ { “date”:…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB February 1-February 15, 2020 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “date_range”: { “start”: “2020-02-01”, “end”: “2020-02-15” }, “games_found”: 4, “kg_writes”: false }, “games”: [ { “date”: “2020-02-02”, “opponent”: “Iowa”, “opponent_rank”: 18, “illinois_rank”: 19, “site”: “Carver-Hawkeye Arena”, “location”: “Iowa City, Iowa”, “result”: “L”, “score”: { “illinois”: 65, “opponent”: 72 }, “illinois_record_after”: “16-6”, “conference_record_after”: “8-3”, “narrative_facts”: [ { “type”: “streak_hook”, “fact”: “The loss at…

11:21 PM — Research 2019-20 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260905_232119_3fef15 · Messages: 26 · Tools: 18

Started with: Research 2019-20 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2019-20”, “window”: “exhibition/preseason plus November-December 2019 games”, “kg_writes”: false }, “schedule_verification”: { “primary_schedule_source”:…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2019-20”, “window”: “exhibition/preseason plus November-December 2019 games”, “kg_writes”: false }, “schedule_verification”: { “primary_schedule_source”: “https://fightingillini.com/sports/mens-basketball/schedule/2019-20”, “text_schedule_source”: “https://fightingillini.com/sports/mens-basketball/schedule/text/2019-20”, “verified_games”: [ { “date”: “2019-11-01”, “type”: “exhibition”, “site”: “home”, “opponent”: “Lewis”, “location”: “Champaign, Ill. (State Farm Center)”,…

11:21 PM — Research 2019-20 Illinois MBB season arc: Underwood breakthrough and NCAA drough

Source: subagent · Session: 20260905_232120_07c10f · Messages: 25 · Tools: 18

Started with: Research 2019-20 Illinois MBB season arc: Underwood breakthrough and NCAA drought ending-before-COVID; return source-backed JSON only.

Early response: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2019-20”, “head_coach”: “Brad Underwood”, “record”: “21-10”, “conference_record”: “13-7”, “conference_finish”: “4th Big Ten”,…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB season arc: Underwood breakthrough and NCAA drought ending-before-COVID; return source-backed JSON only.

Hermes: { “season”: { “program”: “Illinois Fighting Illini men’s basketball”, “season_label”: “2019-20”, “head_coach”: “Brad Underwood”, “record”: “21-10”, “conference_record”: “13-7”, “conference_finish”: “4th Big Ten”, “final_rankings”: { “ap”: 21, “coaches”: 22 }, “postseason”: { “big_ten_tournament”: “Canceled due to COVID-19 before Illinois’ quarterfinal opener”, “ncaa_tournament”: “Canceled due to COVID-19”, “narrative_note”: “Illinois athletics’ year-by-year records state Illinois would have participated in the NCAA Tournament, but it was…

11:21 PM — Build a verified 2019-20 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_232120_39aca4 · Messages: 36 · Tools: 17

Started with: Build a verified 2019-20 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Built and verified /home/clay/illinois_mbb_2019_20_schedule_results_seed.json. - Included: - 4 Italy foreign exhibition tour games - 1 Lewis exhibition - 31 regular-season games - 2 sourceable canceled postseason…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2019-20 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Built and verified /home/clay/illinois_mbb_2019_20_schedule_results_seed.json. - Included: - 4 Italy foreign exhibition tour games - 1 Lewis exhibition - 31 regular-season games - 2 sourceable canceled postseason entries: Big Ten tournament and NCAA tournament - Season-level narrative overview, final records, rankings, Sports-Reference metrics, phases, scores, records-after, leaders, venues/attendance where available, and source IDs. - Added helper scripts: - /home/clay/build_illinois_2019_20_schedule_seed.py -…

11:21 PM — Research independent/opponent coverage for the most important 2019-20 Illinois M

Source: subagent · Session: 20260905_232120_d1d47a · Messages: 11 · Tools: 5

Started with: Research independent/opponent coverage for the most important 2019-20 Illinois MBB games; return source-backed JSON only.

Early response: { “season”: “2019-20”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent and opponent coverage for major 2019-20 Illinois MBB games”, “kg_writes”: false, “games”: [ { “date”: “2019-11-10”,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for the most important 2019-20 Illinois MBB games; return source-backed JSON only.

Hermes: { “season”: “2019-20”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent and opponent coverage for major 2019-20 Illinois MBB games”, “kg_writes”: false, “games”: [ { “date”: “2019-11-10”, “opponent”: “Arizona”, “site”: “McKale Center, Tucson, Arizona”, “result”: “L 69-90”, “importance”: [ “early road test against No. 21 Arizona”, “high-profile nonconference measuring-stick game” ], “coverage”: [ { “source_name”: “Arizona Wildcats Athletics”, “source_type”: “opponent_official”, “url”:…

11:21 PM — Research 2019-20 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260905_232120_774233 · Messages: 26 · Tools: 18

Started with: Research 2019-20 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2019-20”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “player/availability/roster narrative context tied to games; no KG writes performed”, “sources”: [ { “id”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2019-20 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2019-20”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “player/availability/roster narrative context tied to games; no KG writes performed”, “sources”: [ { “id”: “src_roster_official_2019_20”, “title”: “2019-20 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2019-20”, “evidence”: “Official roster lists Trent Frazier, Andres Feliz, Ayo Dosunmu, Giorgi Bezhanishvili, Da’Monte Williams, Kofi Cockburn, Alan Griffin, and others with…

11:21 PM — Research 2019-20 Illinois MBB January 2020 games; return source-backed narrative

Source: subagent · Session: 20260905_232119_91bf64 · Messages: 21 · Tools: 14

Started with: Research 2019-20 Illinois MBB January 2020 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “month”: “January 2020”, “kg_writes”: false, “source_policy”: “source-backed narrative facts only; no database writes performed”…

Subjects: Research

Conversation excerpts

Clay: Research 2019-20 Illinois MBB January 2020 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2019-20”, “month”: “January 2020”, “kg_writes”: false, “source_policy”: “source-backed narrative facts only; no database writes performed” }, “official_schedule_verification”: { “primary_source_id”: “S1”, “cross_check_source_id”: “S2”, “verified_games_count”: 8, “january_games”: [ { “date”: “2020-01-02”, “opponent”: “Michigan State”, “opponent_rank”: 14, “site”: “away”, “location”: “East Lansing, Mich.”, “venue”: “Breslin Center”, “result”: “L”, “score”: “Illinois…

11:34 PM — Research 2018-19 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260905_233447_ac9902 · Messages: 16 · Tools: 9

Started with: Research 2018-19 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2018-19”, “segment”: “exhibition/preseason plus November-December games”, “kg_writes”: false }, “schedule_verification”: { “verified_by”: […

Subjects: Research

Conversation excerpts

Clay: Research 2018-19 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2018-19”, “segment”: “exhibition/preseason plus November-December games”, “kg_writes”: false }, “schedule_verification”: { “verified_by”: [ “official_illinois_schedule_2018_19”, “sports_reference_2018_19_schedule” ], “official_schedule_notes”: [ { “fact”: “Illinois planned one exhibition game, six non-conference home games, and nine Big Ten home games at State Farm Center for 2018-19.”, “source_ids”: [ “official_nonconference_announcement” ] }, { “fact”: “The exhibition was…

11:34 PM — Research 2018-19 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260905_233449_84daa9 · Messages: 28 · Tools: 20

Started with: Research 2018-19 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2018-19”, “program”: “Illinois men’s basketball”, “scope”: { “players_focus”: [ “Ayo Dosunmu”, “Giorgi Bezhanishvili”, “Trent Frazier”, “Da’Monte Williams”, “Andres Feliz”, “Kipper Nichols”, “Alan…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2018-19 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2018-19”, “program”: “Illinois men’s basketball”, “scope”: { “players_focus”: [ “Ayo Dosunmu”, “Giorgi Bezhanishvili”, “Trent Frazier”, “Da’Monte Williams”, “Andres Feliz”, “Kipper Nichols”, “Alan Griffin”, “Tevian Jones” ], “requested_context”: “player/availability/roster narrative context tied to games”, “kg_writes”: false }, “findings”: [ { “id”: “illinois-2018-11-13-georgetown-frazier-concussion”, “date”: “2018-11-13”, “game”: { “opponent”: “Georgetown”, “site”: “State Farm Center, Champaign, Illinois”, “result”: “L 80-88” },…

11:34 PM — Research independent/opponent coverage for the most important 2018-19 Illinois M

Source: subagent · Session: 20260905_233449_d5d949 · Messages: 26 · Tools: 20

Started with: Research independent/opponent coverage for the most important 2018-19 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for the most important 2018-19 Illinois MBB games; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”:…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for the most important 2018-19 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for the most important 2018-19 Illinois MBB games; return source-backed JSON only.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2018-19”, “writes_to_kg”: false, “priority_games_requested”: [ “Gonzaga”, “Iowa”, “Michigan State”, “Maryland”, “Wisconsin”, “Northwestern”, “Indiana”, “Big Ten Tournament”, “other major 2018-19 games” ] }, “games”: [ { “date”: “2018-11-13”, “opponent”: “Georgetown”, “site”: “State Farm Center, Champaign, Illinois”, “result”:…

11:34 PM — Build a verified 2018-19 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_233448_d0af4f · Messages: 26 · Tools: 13

Started with: Build a verified 2018-19 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2018_19_schedule_results_seed.json. - Seed includes: - 34 total entries: 33 countable games + 1 public exhibition. - Full schedule/results with phases, sites, arenas, scores, OT…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2018-19 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2018_19_schedule_results_seed.json. - Seed includes: - 34 total entries: 33 countable games + 1 public exhibition. - Full schedule/results with phases, sites, arenas, scores, OT flags, ranked opponents, records after each countable game, conference-game flags, and source refs. - Season-level overview/narrative for Brad Underwood’s 2018-19 Illinois team. - Source metadata for official FightingIllini schedule, Sports-Reference cross-check, Illinois Wesleyan exhibition cross-check, and official exhibition…

11:34 PM — Research 2018-19 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260905_233448_4eeaf7 · Messages: 27 · Tools: 17

Started with: Research 2018-19 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”: “2018-19”, “window”: “2019-02-16 through final played game”, “notes”: “No knowledge-graph writes performed; facts are source-backed with…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2018-19 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”: “2018-19”, “window”: “2019-02-16 through final played game”, “notes”: “No knowledge-graph writes performed; facts are source-backed with URLs.” }, “sources”: [ { “id”: “sports_reference_schedule”, “title”: “2018-19 Illinois Fighting Illini Men’s Schedule and Results”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2019-schedule.html” }, { “id”: “official_schedule”, “title”: “2018-19 Men’s Basketball Schedule - University of Illinois Athletics”,…

11:34 PM — Research 2018-19 Illinois MBB February 1-February 15, 2019 games; return source-

Source: subagent · Session: 20260905_233447_e9cd50 · Messages: 23 · Tools: 16

Started with: Research 2018-19 Illinois MBB February 1-February 15, 2019 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2018-19”, “date_range_inclusive”: { “start”: “2019-02-01”, “end”: “2019-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2018-19 Illinois MBB February 1-February 15, 2019 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2018-19”, “date_range_inclusive”: { “start”: “2019-02-01”, “end”: “2019-02-15” }, “games_found”: 4, “kg_writes”: false }, “schedule_verification”: { “verified_games_in_range”: [ { “date”: “2019-02-02”, “opponent”: “Nebraska”, “site”: “State Farm Center, Champaign, Ill.”, “result”: “W 71-64”, “source_urls”: [ “https://fightingillini.com/sports/mens-basketball/schedule/2018-19”, “https://www.sports-reference.com/cbb/schools/illinois/men/2019-schedule.html” ] }, { “date”:…

11:34 PM — Research 2018-19 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260905_233448_e64601 · Messages: 14 · Tools: 9

Started with: Research 2018-19 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “facts”: [ { “fact_type”: “season_postseason_context”, “season”: “2018-19”, “team”: “Illinois Fighting Illini men’s basketball”, “narrative”: “Illinois entered the 2019 Big Ten men’s basketball tournament after…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2018-19 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “facts”: [ { “fact_type”: “season_postseason_context”, “season”: “2018-19”, “team”: “Illinois Fighting Illini men’s basketball”, “narrative”: “Illinois entered the 2019 Big Ten men’s basketball tournament after finishing the regular season 11-20 overall and 7-13 in Big Ten play.”, “sources”: [ { “title”: “Big Ten Men’s Basketball Tournament Bracket Set”, “url”: “https://fightingillini.com/news/2019/3/10/big-ten-mens-basketball-tournament-bracket-set.aspx”, “evidence”: “The Fighting Illini (11-20, 7-13) are the No. 11 seed and will face No.…

11:34 PM — Research 2018-19 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260905_233449_45ec4c · Messages: 26 · Tools: 19

Started with: Research 2018-19 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2018-19 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2018-19”, “themes_requested”: [ “Illinois…

Subjects: Research

Conversation excerpts

Clay: Research 2018-19 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2018-19 Illinois MBB public discussions/fan/local media narratives”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2018-19”, “themes_requested”: [ “Illinois basketball rebuild”, “Ayo Dosunmu freshman hype”, “Giorgi Bezhanishvili breakout”, “close losses/upsets”, “Big Ten identity” ], “kg_writes”: false }, “sources”: [ { “id”: “src_tcr_2018_freshmen_update”, “url”:…

11:34 PM — Research 2018-19 Illinois MBB season arc: early Underwood rebuild, Ayo freshman

Source: subagent · Session: 20260905_233448_e63deb · Messages: 19 · Tools: 13

Started with: Research 2018-19 Illinois MBB season arc: early Underwood rebuild, Ayo freshman year, Giorgi emergence; return source-backed JSON only.

Early response: { “topic”: “2018-19 Illinois Fighting Illini men’s basketball season arc”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2018-19”, “coach”: “Brad Underwood”, “coach_year”: 2, “kg_writes”:…

Subjects: Research

Conversation excerpts

Clay: Research 2018-19 Illinois MBB season arc: early Underwood rebuild, Ayo freshman year, Giorgi emergence; return source-backed JSON only.

Hermes: { “topic”: “2018-19 Illinois Fighting Illini men’s basketball season arc”, “scope”: { “team”: “Illinois Fighting Illini men’s basketball”, “season”: “2018-19”, “coach”: “Brad Underwood”, “coach_year”: 2, “kg_writes”: false }, “season_summary”: { “record”: “12-21 overall, 7-13 Big Ten”, “big_ten_tournament”: “No. 11 seed; defeated Northwestern in the first round, lost to Iowa in the second round”, “core_arc”: “A losing season that functioned as the visible beginning of Underwood’s rebuild: Illinois started Big Ten play 0-5, then found a…

11:34 PM — Research 2018-19 Illinois MBB January 2019 games; return source-backed narrative

Source: subagent · Session: 20260905_233447_17bc11 · Messages: 35 · Tools: 21

Started with: Research 2018-19 Illinois MBB January 2019 games; return source-backed narrative facts JSON only.

Early response: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2018_19”, “season_label”: “2018-19”, “scope”: “Illinois men’s basketball games played in January 2019”, “official_schedule_verification”: { “source”: {…

Subjects: Research

Conversation excerpts

Clay: Research 2018-19 Illinois MBB January 2019 games; return source-backed narrative facts JSON only.

Hermes: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2018_19”, “season_label”: “2018-19”, “scope”: “Illinois men’s basketball games played in January 2019”, “official_schedule_verification”: { “source”: { “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2018-19”, “title”: “2018-19 Men’s Basketball Schedule”, “publisher”: “University of Illinois Athletics” }, “verified_games_count”: 8, “verified_january_games”: [ { “game_date”: “2019-01-03”, “opponent”: “Indiana”, “opponent_rank”: 21, “site”: “away”, “location”:…

11:45 PM — Build a verified 2017-18 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_234544_3d7432 · Messages: 37 · Tools: 19

Started with: Build a verified 2017-18 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2017_18_schedule_results_seed.json. - Included: - 33 total games in file: 32 countable games + 1 public/sourceable exhibition. - Game phases, dates, opponents, locations, scores,…

Subjects: Calendar

Conversation excerpts

Clay: Build a verified 2017-18 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2017_18_schedule_results_seed.json. - Included: - 33 total games in file: 32 countable games + 1 public/sourceable exhibition. - Game phases, dates, opponents, locations, scores, results, overtime flags, records after countable games, event labels where verified, and source refs. - Season-level narrative overview for Brad Underwood’s first Illinois season. - Final record: 14-18; Big Ten record: 4-14. - Cross-check metadata from official Illinois schedule and Sports-Reference. - Verified the JSON with…

11:45 PM — Research independent/opponent coverage for the most important 2017-18 Illinois M

Source: subagent · Session: 20260905_234544_bf5662 · Messages: 30 · Tools: 23

Started with: Research independent/opponent coverage for the most important 2017-18 Illinois MBB games; return source-backed JSON only.

Early response: { “season”: “2017-18”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent/opponent coverage for important games”, “notes”: [ “No knowledge-graph writes were made.”, “Several SIDEARM…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for the most important 2017-18 Illinois MBB games; return source-backed JSON only.

Hermes: { “season”: “2017-18”, “team”: “Illinois Fighting Illini men’s basketball”, “scope”: “independent/opponent coverage for important games”, “notes”: [ “No knowledge-graph writes were made.”, “Several SIDEARM official-athletics pages were blocked by the fetch tool, but their search-index snippets exposed titles, dates, scores, and summaries; those pages are included with evidence_type=‘search_result_snippet’.”, “Rock M Nation was directly fetched successfully for the Braggin’ Rights game.” ], “games”: [ { “date”: “2017-11-17”, “opponent”:…

11:45 PM — Research 2017-18 Illinois MBB season arc: Brad Underwood year one, Leron Black,

Source: subagent · Session: 20260905_234544_2e2c30 · Messages: 14 · Tools: 8

Started with: Research 2017-18 Illinois MBB season arc: Brad Underwood year one, Leron Black, Trent Frazier freshman year, rebuild transition; return source-backed JSON only.

Early response: { “task”: “Research 2017-18 Illinois MBB season arc: Brad Underwood year one, Leron Black, Trent Frazier freshman year, rebuild transition”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”:…

Subjects: Research

Conversation excerpts

Clay: Research 2017-18 Illinois MBB season arc: Brad Underwood year one, Leron Black, Trent Frazier freshman year, rebuild transition; return source-backed JSON only.

Hermes: { “task”: “Research 2017-18 Illinois MBB season arc: Brad Underwood year one, Leron Black, Trent Frazier freshman year, rebuild transition”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2017-18”, “kg_writes”: false }, “sources”: [ { “id”: “src_official_roster_2017_18”, “title”: “2017-18 Men’s Basketball Roster - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/roster/2017-18”, “publisher”: “University of Illinois Athletics”, “source_type”: “official_roster”,…

11:45 PM — Research 2017-18 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260905_234543_0d81f2 · Messages: 27 · Tools: 15

Started with: Research 2017-18 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2017-18”, “date_range”: “2017-11-03 through 2017-12-30”, “coverage”: “exhibition/preseason plus November-December games”, “kg_writes”: false },…

Subjects: Research

Conversation excerpts

Clay: Research 2017-18 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2017-18”, “date_range”: “2017-11-03 through 2017-12-30”, “coverage”: “exhibition/preseason plus November-December games”, “kg_writes”: false }, “schedule_verification”: { “primary_source_id”: “S1”, “verified_games_count”: 16, “games”: [ { “date”: “2017-11-03”, “type”: “exhibition”, “opponent”: “Eastern Illinois”, “site”: “Lantz Arena”, “location”: “Charleston, Illinois”, “event_label”: “Disaster Relief Benefit”, “result”: “L”, “score”: “67-80”, “source_ids”: [“S1”, “S2”] }, {…

11:45 PM — Research 2017-18 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260905_234544_08303c · Messages: 13 · Tools: 8

Started with: Research 2017-18 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Early response: { “team_season_id”: “illinois_mbb_2017_18”, “facts”: [ { “type”: “season_record_context”, “date”: “2017-18”, “statement”: “Illinois finished the 2017-18 men’s basketball season 14-18 overall and 4-14 in Big Ten play,…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2017-18 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Hermes: { “team_season_id”: “illinois_mbb_2017_18”, “facts”: [ { “type”: “season_record_context”, “date”: “2017-18”, “statement”: “Illinois finished the 2017-18 men’s basketball season 14-18 overall and 4-14 in Big Ten play, listed by Sports Reference as 11th in Big Ten men’s basketball.”, “sources”: [ { “title”: “2017-18 Illinois Fighting Illini Men’s Schedule and Results”, “publisher”: “Sports Reference”, “url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2018-schedule.html”, “evidence”: “Record: 14-18 (4-14, 11th in Big Ten MBB)” }…

11:45 PM — Research 2017-18 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260905_234544_0c7d36 · Messages: 24 · Tools: 17

Started with: Research 2017-18 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”: “2017-18”, “date_range_requested”: “2018-02-16 through final played game”, “final_played_game”: “2018-02-28 vs Iowa in the Big Ten…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2017-18 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”: “2017-18”, “date_range_requested”: “2018-02-16 through final played game”, “final_played_game”: “2018-02-28 vs Iowa in the Big Ten Tournament first round”, “kg_writes”: false }, “narrative_facts”: [ { “id”: “late_run_summary”, “date_or_range”: “2018-02-18 to 2018-02-28”, “type”: “late_season_arc”, “fact”: “After February 16, Illinois played five games: home win vs Nebraska, road loss at No. 2 Michigan State, home loss vs No. 9 Purdue, road win at Rutgers, and…

11:45 PM — Research 2017-18 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260905_234545_56c4dc · Messages: 28 · Tools: 17

Started with: Research 2017-18 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “task”: “Research 2017-18 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [ { “path”:…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2017-18 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “task”: “Research 2017-18 Illinois MBB player/availability/roster narrative context tied to games; no KG writes.”, “status”: “completed”, “files_created_or_modified”: [ { “path”: “/home/clay/illini_2017_18_context_sources.json”, “purpose”: “Local fetched-source cache used for extraction and verification.” } ], “issues_encountered”: [ { “issue”: “Illini Hoops MCP source-chunk searches returned no rows or LIKE/GLOB pattern errors for several narrative queries.”, “resolution”: “Used official FightingIllini roster/recap/game-note pages and…

11:45 PM — Research 2017-18 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260905_234545_c9b532 · Messages: 25 · Tools: 18

Started with: Research 2017-18 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “task”: “Research 2017-18 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2017-18”,…

Subjects: Research

Conversation excerpts

Clay: Research 2017-18 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “task”: “Research 2017-18 Illinois MBB public discussions/fan/local media narratives; source-backed JSON only; no KG writes.”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2017-18”, “themes_requested”: [ “Brad Underwood’s first year”, “losing streaks”, “Trent Frazier emergence”, “Leron Black”, “roster transition”, “fan/community/beat/local media narratives” ] }, “findings”: [ { “id”: “narrative_underwood_optimism_to_reality”, “theme”: “Brad Underwood first-year optimism gave way to frustration”,…

11:45 PM — Research 2017-18 Illinois MBB February 1-February 15, 2018 games; return source-

Source: subagent · Session: 20260905_234543_624b5e · Messages: 36 · Tools: 25

Started with: Research 2017-18 Illinois MBB February 1-February 15, 2018 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2017-18”, “date_range”: { “start”: “2018-02-01”, “end”: “2018-02-15”, “inclusive”: true }, “kg_writes_performed”: false },…

Subjects: Research

Conversation excerpts

Clay: Research 2017-18 Illinois MBB February 1-February 15, 2018 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2017-18”, “date_range”: { “start”: “2018-02-01”, “end”: “2018-02-15”, “inclusive”: true }, “kg_writes_performed”: false }, “schedule_verification”: { “games_found_in_scope”: 4, “games”: [ { “date”: “2018-02-04”, “opponent”: “Ohio State”, “site”: “Value City Arena, Columbus, Ohio”, “home_away_neutral”: “away”, “result”: “L”, “score”: { “illinois”: 67, “opponent”: 75 }, “illinois_record_after”: “12-12”, “conference_record_after”: “2-9”, “sources”: […

11:45 PM — Research 2017-18 Illinois MBB January 2018 games; return source-backed narrative

Source: subagent · Session: 20260905_234543_cdf0d2 · Messages: 31 · Tools: 16

Started with: Research 2017-18 Illinois MBB January 2018 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2017-18”, “month”: “January 2018”, “no_kg_writes”: true }, “schedule_verification”: { “official_schedule_url”:…

Subjects: Research

Conversation excerpts

Clay: Research 2017-18 Illinois MBB January 2018 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois men’s basketball”, “season”: “2017-18”, “month”: “January 2018”, “no_kg_writes”: true }, “schedule_verification”: { “official_schedule_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2017-18”, “secondary_schedule_url”: “https://www.sports-reference.com/cbb/schools/illinois/men/2018-schedule.html”, “verified_january_games_count”: 8, “verified_games”: [ { “date”: “2018-01-03”, “opponent”: “Minnesota”, “site”: “away”, “location”: “Minneapolis, Minn.”, “result”: “L 67-77”, “conference_game”:…

11:53 PM — Research 2016-17 Illinois MBB February 16-through final played game and postseas

Source: subagent · Session: 20260905_235356_ade2dd · Messages: 27 · Tools: 19

Started with: Research 2016-17 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”: “2016-17”, “date_range”: “2017-02-16 through final played game”, “final_played_game”: “2017-03-22 at UCF, NIT quarterfinal”, “kg_writes”:…

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2016-17 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”: “2016-17”, “date_range”: “2017-02-16 through final played game”, “final_played_game”: “2017-03-22 at UCF, NIT quarterfinal”, “kg_writes”: false }, “sources”: [ { “id”: “official_schedule”, “title”: “2016-17 Men’s Basketball Schedule - University of Illinois Athletics”, “url”: “https://fightingillini.com/sports/mens-basketball/schedule/2016-17” }, { “id”: “sports_reference_schedule”, “title”: “2016-17 Illinois Fighting Illini Men’s Schedule and Results”, “url”:…

11:53 PM — Build a verified 2016-17 Illinois MBB schedule/results seed and season-level nar

Source: subagent · Session: 20260905_235357_8d7733 · Messages: 33 · Tools: 18

Started with: Build a verified 2016-17 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Early response: - Created /home/clay/illinois_mbb_2016_17_schedule_results_seed.json. - Included: - 37 total games: 35 regular/postseason games + 2 public/sourceable exhibitions. - Phase labels: exhibition, nonconference regular…

Subjects: Calendar, Public writing

Conversation excerpts

Clay: Build a verified 2016-17 Illinois MBB schedule/results seed and season-level narrative overview JSON.

Hermes: - Created /home/clay/illinois_mbb_2016_17_schedule_results_seed.json. - Included: - 37 total games: 35 regular/postseason games + 2 public/sourceable exhibitions. - Phase labels: exhibition, nonconference regular season, Big Ten regular season, Big Ten Tournament, NIT. - Scores, opponent, site/arena, location, result, record-after, conference record-after for Big Ten games. - Season-level narrative overview and summary metadata. - Source refs for official FightingIllini schedule, Sports-Reference schedule, Wikipedia season page, WILL…

11:53 PM — Research 2016-17 Illinois MBB player/availability/roster narrative context tied

Source: subagent · Session: 20260905_235357_3febcf · Messages: 20 · Tools: 13

Started with: Research 2016-17 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Early response: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_focus”: [ “Malcolm Hill”, “Maverick Morgan”, “Leron Black”, “Tracy Abrams”, “Jalen Coleman-Lands”, “Michael Finke”,…

Subjects: Research, Fantasy football

Conversation excerpts

Clay: Research 2016-17 Illinois MBB player/availability/roster narrative context tied to games; return source-backed JSON only.

Hermes: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: { “requested_focus”: [ “Malcolm Hill”, “Maverick Morgan”, “Leron Black”, “Tracy Abrams”, “Jalen Coleman-Lands”, “Michael Finke”, “Te’Jon Lucas”, “injuries/availability/role changes tied to games” ], “kg_writes”: false }, “findings”: [ { “player”: “Malcolm Hill”, “type”: “season_role_and_game_narrative”, “availability_context”: “Played in all 35 games and was Illinois’ primary scorer/late-clock star.”, “role_context”: “Senior guard; second-team All-Big Ten;…

11:53 PM — Research independent/opponent coverage for the most important 2016-17 Illinois M

Source: subagent · Session: 20260905_235357_2bbedc · Messages: 29 · Tools: 22

Started with: Research independent/opponent coverage for the most important 2016-17 Illinois MBB games; return source-backed JSON only.

Early response: { “task”: “Research independent/opponent coverage for important 2016-17 Illinois men’s basketball games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2016-17”, “writes_to_kg”: false,…

Subjects: Research

Conversation excerpts

Clay: Research independent/opponent coverage for the most important 2016-17 Illinois MBB games; return source-backed JSON only.

Hermes: { “task”: “Research independent/opponent coverage for important 2016-17 Illinois men’s basketball games”, “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2016-17”, “writes_to_kg”: false, “local_files_created_or_modified”: [] }, “games”: [ { “date”: “2016-11-21”, “game”: “Winthrop at Illinois”, “result”: “Winthrop 84, Illinois 80 (OT)”, “importance”: “Notable upset/loss immediately before NIT Season Tip-Off; search result described it as Winthrop shocking Illinois in overtime and Keon Johnson scoring 38.”,…

11:54 PM — Research 2016-17 Illinois MBB Big Ten Tournament / postseason status; return sou

Source: subagent · Session: 20260905_235356_28e3a8 · Messages: 16 · Tools: 11

Started with: Research 2016-17 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

Subjects: Research, Public writing

Conversation excerpts

Clay: Research 2016-17 Illinois MBB Big Ten Tournament / postseason status; return source-backed narrative facts JSON only.

11:54 PM — Research 2016-17 Illinois MBB February 1-February 15, 2017 games; return source-

Source: subagent · Session: 20260905_235356_6e9411 · Messages: 21 · Tools: 15

Started with: Research 2016-17 Illinois MBB February 1-February 15, 2017 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2016-17”, “date_window”: { “start”: “2017-02-01”, “end”: “2017-02-15” }, “research_task”: “Research games from February 1 through February…

Subjects: Research

Conversation excerpts

Clay: Research 2016-17 Illinois MBB February 1-February 15, 2017 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program”: “Illinois Fighting Illini men’s basketball”, “season”: “2016-17”, “date_window”: { “start”: “2017-02-01”, “end”: “2017-02-15” }, “research_task”: “Research games from February 1 through February 15, 2017; include schedule verification, articles/discussions, moments/hooks/facts, source URLs, and thin flags; no KG writes.” }, “schedule_verification”: { “games_found_in_window”: 3, “games”: [ { “date”: “2017-02-04”, “opponent”: “Minnesota”, “site”: “State Farm Center, Champaign, Illinois”, “home_away_neutral”: “home”,…

11:54 PM — Research 2016-17 Illinois MBB public discussions/fan/local media narratives; ret

Source: subagent · Session: 20260905_235357_7180b3 · Messages: 14 · Tools: 9

Started with: Research 2016-17 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Early response: { “topic”: “2016-17 Illinois men’s basketball public discussion / fan / local media narratives”, “scope”: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “focus_terms”: [ “John Groce…

Subjects: Research

Conversation excerpts

Clay: Research 2016-17 Illinois MBB public discussions/fan/local media narratives; return source-backed JSON only.

Hermes: { “topic”: “2016-17 Illinois men’s basketball public discussion / fan / local media narratives”, “scope”: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “focus_terms”: [ “John Groce final season”, “NCAA bubble hopes”, “NIT reaction”, “Groce firing”, “Malcolm Hill legacy”, “fan frustration”, “local and community media” ], “kg_writes”: false }, “findings”: [ { “id”: “groce_final_season_as_make_or_break”, “narrative”: “The season was framed before and during the year as a make-or-break campaign for John Groce,…

11:54 PM — Research 2016-17 Illinois MBB exhibition/preseason and November-December games;

Source: subagent · Session: 20260905_235355_ada53c · Messages: 15 · Tools: 8

Started with: Research 2016-17 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Early response: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “exhibition/preseason plus November-December games”, “schedule_verification”: { “verified_from”: […

Subjects: Research

Conversation excerpts

Clay: Research 2016-17 Illinois MBB exhibition/preseason and November-December games; return source-backed narrative facts JSON only.

Hermes: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “exhibition/preseason plus November-December games”, “schedule_verification”: { “verified_from”: [ “https://fightingillini.com/sports/mens-basketball/schedule/2016-17”, “https://www.sports-reference.com/cbb/schools/illinois/men/2017-schedule.html” ], “notes”: [ “Official Illinois schedule lists Lewis as an exhibition on Nov. 4, 2016, then regular-season games from Nov. 11 forward.”, “McKendree’s own 2016-17 schedule lists the Nov. 15 Illinois game as an…

11:54 PM — Research 2016-17 Illinois MBB January 2017 games; return source-backed narrative

Source: subagent · Session: 20260905_235355_939b81 · Messages: 27 · Tools: 18

Started with: Research 2016-17 Illinois MBB January 2017 games; return source-backed narrative facts JSON only.

Early response: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2016_17”, “season_label”: “2016-17”, “month”: “2017-01”, “task”: “Research Illinois men’s basketball January 2017 games; no KG writes” },…

Subjects: Research

Conversation excerpts

Clay: Research 2016-17 Illinois MBB January 2017 games; return source-backed narrative facts JSON only.

Hermes: { “scope”: { “program_id”: “program_illinois_mbb”, “season_id”: “season_2016_17”, “season_label”: “2016-17”, “month”: “2017-01”, “task”: “Research Illinois men’s basketball January 2017 games; no KG writes” }, “schedule_verification”: { “verified_game_count”: 9, “official_schedule_url”: “https://fightingillini.com/sports/mens-basketball/schedule/2016-17”, “cross_check_sources”: [ “https://www.sports-reference.com/cbb/schools/illinois/men/2017-schedule.html”,…

11:54 PM — Research 2016-17 Illinois MBB season arc; return source-backed JSON only.

Source: subagent · Session: 20260905_235356_c31361 · Messages: 31 · Tools: 23

Started with: Research 2016-17 Illinois MBB season arc; return source-backed JSON only.

Early response: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “season-level arcs and article-worthy hooks; no KG writes performed”, “overall_summary”: { “record”: “20-15”, “big_ten_record”:…

Subjects: Research

Conversation excerpts

Clay: Research 2016-17 Illinois MBB season arc; return source-backed JSON only.

Hermes: { “season”: “2016-17”, “program”: “Illinois Fighting Illini men’s basketball”, “scope”: “season-level arcs and article-worthy hooks; no KG writes performed”, “overall_summary”: { “record”: “20-15”, “big_ten_record”: “8-10”, “conference_finish”: “9th in Big Ten”, “postseason”: “NIT quarterfinals”, “coaches”: [ { “name”: “John Groce”, “role”: “head coach”, “record”: “18-14”, “arc_note”: “Fired after the Big Ten Tournament loss, ending his fifth season.” }, { “name”: “Jamall Walker”, “role”: “interim head coach”, “record”: “2-1”, “arc_note”:…