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Matches lessons against existing memory to avoid duplicates
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
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
基于 SOC 职业分类
| 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: