manage-learn

What problem does it solve?

Captures lightweight, atomic learning insights produced during active work and stores them in a shared append-only lessons.jsonl so transient observations are not lost and can be referenced later.

Core Features & Use Cases

• Capture: Record single insights with inferred category, tags, confidence, phase linking, and a stable INS-id without invoking LLMs.
• List & Search: Query the learning-index.json and lessons.jsonl by tag, category, phase, lens, or free-text to find relevant insights.
• Show: Retrieve the full record for an INS-id to inspect routing metadata and linked artifacts.
• Use Case: While implementing a feature, capture a gotcha about a library behavior and later include it in a retrospective or quality report.

Quick Start

Use the manage-learn command to record an insight, for example: $manage-learn "Always read state.json before planning to detect current phase".