Improve

Improve

Purpose

Capture reusable self-improvement patterns that shape future agent work without overwriting existing learning.

When to Use

Use after a session reveals a reusable self-improvement pattern.

Workflow

1. Identify a pattern: a repeated mistake, useful tactic, repo convention, or verification habit likely to matter again.
2. Read .agents/memory/patterns.json before writing. Preserve every existing pattern unless the update is an intentional merge.
3. Add a concise pattern with: name, trigger (when to use), action (what to do), evidence (why it matters), confidence (0-1), and sources (files or sessions).
4. Keep entries repository-specific and durable. Do not store secrets, transient task status, commit hashes, or one-off TODOs.
5. Reuse relevant patterns during preflight, implementation, audit, and ship.

Pattern Store Contract

• Schema version is 1. Top-level fields: version (number) and patterns (array).
• Each pattern must have: name, trigger, action, evidence, confidence (number 0-1), sources (array of strings), createdAt (ISO string).
• Deduplication is by id. If id is missing, it is generated from name in kebab-case.
• Merging keeps the higher confidence, combines and deduplicates sources, and keeps the older createdAt.
• Invalid stores fail loudly: read and update operations throw rather than silently recovering or overwriting user data.

Output

Updated .agents/memory/patterns.json with the new pattern merged in.