Devise the ideal expert(s) to answer a question or problem.
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Productivity & Workflow · Learning & Documentation
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5 agent skills — instructions the agent loads on demand. 5 of 5 are free. Median context cost 1.6k tokens.
Health-check the project wiki — find contradictions, orphaned pages, stale stubs, and broken links, and reconcile them with the user.
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Fold a new source (transcript, PDF, table, JSON, scraped page — anything) into the project wiki, updating every page it touches.
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Answer a question from the project wiki — searching the accumulated notes and citing them — instead of answering cold from chat context.
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Bootstrap a Karpathy-style LLM wiki — a self-maintaining knowledge base for a project, where the agent ingests sources, answers from…
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