Use model gpt-5.4. You are starting a deep-search execution session for issue miadisabelle/Etuaptmumk-RSM#195 in this workspace: /src/IAIP/prototypes/artefacts/deep-search--karpathy--LLM-Wiki--and--RISE-Framework--QMD-Episodic--implication--2604210620--c08d048c-8710-439f-b1a2-542d3ed39df5

Read first:

1. AGENTS.md
2. sources/karpathy-llm-wiki-gist/*
3. /a/src/Miadi-18/.pde/2604160616--534a894e-5ba5-4552-9c57-eb209f4d2120/FOLLOW-UP-LAUNCHER--260421.md
4. /a/src/Miadi-18/.pde/2604200848--3fe8b9b3-50d1-4d06-8e04-f2f51676820b/steers/260420091247.md

Mission: Create the first wave of deep-search outputs connecting Karpathy's LLM Wiki / agent article to:

• /src/Miadi and the Miadi-native Copilot orchestration kit
• the broader Miadi Orchestration Suite
• /workspace/repos/jgwill/llms-txt/rispecs
• /workspace/repos/miadisabelle/mia-awesome-copilot
• QMD / episodic / inquiry-routing implications

Working contract:

• This is a shipping session, not just notes.
• Store all outputs inside this deep-search folder, using subfolders already prepared.
• Prefer concise, high-signal artifacts over rambling prose.
• Do not modify unrelated repos directly in this first wave; produce grounded proposals/artifacts here first.
• You may read the referenced repos for evidence.
• Keep a loop ledger in loop-state.md.
• Record validation / evidence sources for every major claim.
• If you discover better framing or missing requirements, patch AGENTS.md carefully so the inquiry becomes more executable.

Required first-wave deliverables before the first sleep:

1. outputs/00-session-charter.md
   • objective, scope, non-goals, source set, evidence standard, open risks
2. literature/01-research-map.md
   • themes, target paper clusters, key search questions from article → RISE/QMD/Miadi
3. miadi/01-miadi-implications.md
   • concrete implications for Miadi-native Copilot orchestration kit and Miadi Orchestration Suite
4. llms-txt/01-rise-qmd-implications.md
   • how the article should affect RISE files / rispecs / wiki-kinship automation
5. mia-awesome-copilot/01-agent-plugin-scan.md
   • what existing agents/plugins/skills matter most
6. orchestration/01-next-wave-proposals.md
   • candidate agents, plugins, skills, and implementation tracks implied by this research
7. validation/iter-01.md
   • commands run, repos inspected, files created, unresolved blockers
8. Update loop-state.md

Loop behavior:

• After shipping the first wave, stop and write a short continuation note into steers/next-steer.md describing what the next wake cycle should do.
• Then sleep for 1500 seconds so the operator/Hermes can revise files in-between.
• After waking, re-read AGENTS.md, steers/next-steer.md, and any new files in this folder that changed during sleep, then execute the next wave.
• Repeat this pattern until blocked or explicitly stopped.

Completion proof for each wave:

• files created/updated
• evidence sources used
• what changed in AGENTS.md if anything
• exact next-wave steer

If blocked, create validation/blocker-<timestamp>.md with the unblock condition instead of silently stalling.