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Get Started Free →Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 87% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 95% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 108% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 69% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -16% | 0% |
Capture a lesson from the current session into permanent memory.
Use when the user says "remember this", "add to rules", "don't do that again", or after a mistake is identified.
[LEARN] Category: One-line rule
Mistake: What went wrong
Correction: How it was fixedAppend Wiki: <slug> to bind the rule to a single pro-workflow wiki. The rule loads only when that wiki is in scope, avoiding cross-project pollution:
[LEARN] Editing: Cite a sources.md row before adding any wiki claim.
Wiki: agent-memoryThe capture hook auto-detects Wiki: <slug> and links the learning to that wiki via learnings_wiki.
| Category | Examples | |----------|---------| | Navigation | File paths, finding code, wrong file edited | | Editing | Code changes, patterns, wrong approach | | Testing | Test approaches, coverage gaps, flaky tests | | Git | Commits, branches, merge issues | | Quality | Lint, types, style violations | | Context | When to clarify, missing requirements | | Architecture | Design decisions, wrong abstractions | | Performance | Optimization, O(n^2) loops, memory |
Recent mistake: Edited wrong utils.ts file
[LEARN] Navigation: Confirm full path when multiple files share a name.
Add to LEARNED section? (y/n)[LEARN] rule with categoryOther measured skills in the registry, with their headline benchmark lift.