Stop Your AI Agent Repeating the Same Mistake: Reviewed Skills with lessonweaver
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Last Updated on August 19, 2026 by Editorial Team Author(s): Diogo Santos Originally published on Towards AI. A deterministic, human-gated tool that turns your agent’s real failures into reviewed AGENTS.md, Claude, and Copilot instructions — no LLM in the loop. Your coding agent reviewed a pull request last Tuesday. It read the title and the description, said “looks good,” and approved it — without ever opening the diff. A human caught it, left a correction, and moved on. The article explains wh
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