self-learning
Overview
The self-learning skill automatically discovers, understands, and persists project context across sessions. It builds a mental model of the codebase, tech stack, conventions, and team preferences by scanning actual project artifacts. Without self-learning, every session starts from zero — with it, the agent accumulates institutional knowledge that improves accuracy and reduces errors over time.
Announce at start: "I'm using the self-learning skill to understand this project."
Phase 1: Trigger Identification
Determine which trigger activated this skill:
| Trigger | Context | Action |
|---|---|---|
| New project | No memory files exist | Full discovery (Phases 2-5) |
| Unfamiliar area | Working in unknown part of codebase | Targeted discovery (Phase 2-3 for that area) |
| User correction | User says "that's wrong" or corrects an assumption | Correction protocol (Phase 6) |
Explicit /learn |
User invokes the command | Full discovery (Phases 2-5) |
| Session start | Memory files exist but may be stale | Load and validate memory (Phase 7) |
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