What problem does it solve?
Users often waste time re-solving problems their team has already tackled, or struggle to find relevant past work to inform new development tasks, leading to repeated mistakes and inconsistent implementations.
Core Features & Use Cases
- Precedent Retrieval: Searches Entire history for prior sessions matching your current task, filtered by topic, recency, and relevance.
- Playbook Generation: Distills the closest matching session into a structured playbook with what worked, common gotchas, and concrete next steps.
- Use Case: If you are about to implement a new user permission system, use this skill to find how your team built a similar system six months ago, including edge cases and files to start with.
Quick Start
Ask your agent to recall how your team implemented the previous API rate limiting feature to use as a template for your new integration work.