PAFH-Memory

✅ Good Practices

1. Layered Preference Storage - Core preferences → MEMORY.md (stable) - Recent changes → memory/YYYY-MM-DD.md (dynamic) - User-specific → memory/users/{user}.md

2. Regular Review - Check for preference conflicts during heartbeat - Identify preference drift trends

3. Explicitly Record Sources

   > Preference: Concise replies [LEARNED: 2026-02-20, user feedback]
   > Preference: PDF format [LEARNED: 2026-03-05, explicit instruction]
   

4. Ask Before Storing Sensitive Preferences - When in doubt, ask for confirmation - Never store credentials or secrets

❌ Practices to Avoid

1. Don't Implicitly Assume: Ask if uncertain 2. Don't Over-record: Recording every detail creates noise 3. Don't Ignore Changes: "This time is different" is an important signal 4. Don't Store Without Consent: Ask for significant new preferences