Menu
Matches lessons against existing memory to avoid duplicates
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | compound-agent-pattern-matcher |
| description | Matches lessons against existing memory to avoid duplicates |
Compare extracted lessons against existing memory items to prevent duplicates, find connections, and identify lessons that strengthen existing knowledge.
ca searchShare classifications with solution-writer via direct message so it knows which lessons to store. Pass results to the team for review.
AgentTeam member in the compound phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.
docs/compound/research/learning-systems/ for deduplication strategies and knowledge graph methodologyca knowledge "pattern matching deduplication" for indexed knowledgePer lesson:
Decompose a large system specification into cook-it-ready epic beads via DDD bounded contexts
Reference for configuring, launching, and monitoring infinity loops and polish loops
Decompose a large system specification into cook-it-ready epic beads via DDD bounded contexts
Reflect on the cycle and capture high-quality lessons for future sessions
Full-cycle orchestrator chaining all five phases with gates and controls
Decompose work into small testable tasks with clear dependencies