What problem does it solve?
Development teams repeatedly encounter the same bugs and architectural debates because insights from past sessions disappear when context is lost. This Skill preserves institutional knowledge by capturing patterns, pitfalls, and decisions automatically, making them searchable and actionable across sessions.
Core Features & Use Cases
- Automatic Capture: Records learnings from /review, /ship, /investigate, and other gstack skills without manual documentation.
- Semantic Search: Find relevant past solutions using natural language queries like "authentication timeout" or "D1 migration issues."
- Pruning & Maintenance: Identify stale entries referencing deleted files or contradictory patterns to keep the knowledge base accurate.
- Use Case: A developer debugging a 500 error can search past learnings to discover that the team already fixed a similar issue last month, including the exact file and line number.
Quick Start
Use the learn skill to search for past solutions to database connection errors or export all project learnings for team onboarding.