strikersam

learn-rule

Persist corrections and patterns to long-term memory. When a mistake is made or a rule is learned, write it to .claude/state/learnings.md so it's never repeated.

strikersam 11 8 Updated 4mo ago
GitHub

Install

npx skillscat add strikersam/autonomous-ai-agency/learn-rule

Install via the SkillsCat registry.

SKILL.md

Skill: learn-rule

When to Use

Use this skill whenever:

  • The user corrects a mistake you made
  • You discover a repo-specific rule that isn't in CLAUDE.md
  • A pattern works unexpectedly (positively or negatively)
  • You want to persist a decision for future sessions

This is how Claude gets smarter at this specific repo over time.


Instructions

Step 1 — Identify the rule

Extract the core rule from the correction or discovery. A good rule is:

  • Specific — refers to a concrete situation
  • Actionable — tells you what to do or not do
  • Memorable — can be read in under 10 seconds

Bad rule: "Be careful with auth code."
Good rule: "Always call risky-module-review before touching admin_auth.py — even for 1-line changes."

Step 2 — Append to learnings file

File: .claude/state/learnings.md

Create it if it doesn't exist. Always append — never overwrite.

## YYYY-MM-DD — <short title>

**Situation:** What was being worked on when this was learned.
**Mistake/Discovery:** What went wrong or what was surprising.
**Rule:** <One clear, actionable sentence starting with a verb.>
**Source:** user-correction | self-discovery | docs

Example entry:

## 2026-04-09 — Don't use git add -A

**Situation:** Committing the router refactor.
**Mistake:** Used `git add -A` which staged keys.json accidentally.
**Rule:** Always stage specific files by name; never use `git add -A` or `git add .`.
**Source:** user-correction

Step 3 — Check if CLAUDE.md should be updated

If the rule is general enough to apply to every future session:

  1. Read CLAUDE.md
  2. Add it to the "Coding Rules" section (numbered, concise)
  3. Use repo-memory-updater skill if multiple rules need updating

Learnings File Format

.claude/state/learnings.md:

# Session Learnings

Rules and corrections learned from working in this repo.
Read this at the start of sessions via the `replay-learnings` skill.

---

## YYYY-MM-DD — title

**Situation:** ...
**Mistake/Discovery:** ...
**Rule:** ...
**Source:** ...

---

Acceptance Checks

  • Rule is specific and actionable (not vague advice)
  • Entry appended to .claude/state/learnings.md
  • CLAUDE.md updated if rule is broadly applicable
  • Rule phrased as an imperative: "Always X", "Never Y", "Before Z, do W"

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