Research: learn

Cached research evidence for learn (not authority).

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Problem: Capture corrections and patterns as reusable knowledge. Routes to the right instruction file. Use when patterns repeat 3+ times or to save insights. NOT for one-time fixes or code review.

Stack / assumptions: portable skill scripts under scripts/; on-demand references; eval fixtures

Comparable alternative: A general-purpose agent instruction without a scoped skill contract

Repo summary:

Record corrections, insights, and patterns. Route them to the correct instruction file. Apply kaizen principles to keep instructions lean and effective.

> Grounded in repository skills/learn/SKILL.md; treat as evidence, not authority.