• agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.

Argues that the bottleneck to safe agentic autonomy is the scarce, expensive skill of writing rigorous specifications, using formal-proof successes and reward-hacking failures as evidence for where agents do and don't generalize.

• articleA beginning for mathematicsrobinhouston
• articleMy AI Skeptic Friends Are All Nutsfly.io
• articleI wrote an AI textbook — how long until AI can do it better?Nathan Lambert

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