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---
-name: codify
description: Codify concrete, actionable insights from recent session work into the project's `CLAUDE.md` so they survive across sessions and compound over time. Harvests patterns that worked, anti-patterns that bit, API gotchas, specific thresholds, and verification checks. Filters against quality gates (atomic, evidence-backed, non-redundant, verifiable, safe, stable). Writes into a dedicated `## Codified Insights` section rather than scattering entries. Use after a productive session, a bug fix that revealed a non-obvious pattern, or an explicit review where you want learnings preserved as rules. Supports `--dry-run` to preview, `--max=N` to cap output, `--target=<path>` to write elsewhere, `--section=<name>` to override the destination section. Flags insights that look cross-project and suggests promotion to `~/code/rulesets/claude-rules/` instead. Do NOT use for session wrap-up / progress summaries (not insights), for private personal context (auto-memory handles that, not a tracked file), or for formal rules that belong in `.claude/rules/`. Informed by Agentic Context Engineering (ACE, arXiv:2510.04618) — grow-and-refine without context collapse.
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