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Clusters similar lessons and synthesizes testable patterns
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Based on SOC occupation classification
Audit and set up a codebase for agentic AI development using the 16-principle manifesto
Reviews code for architectural compliance and design integrity
Injects mistake-derived test requirements into the TDD pipeline
Reviews UI code for design quality against the build-great-things quality checklist. Conditional — only activates when the Verification Contract includes design_craft_check evidence.
Analyzes repository structure, conventions, and patterns
Decompose a large system specification into cook-it-ready epic beads via DDD bounded contexts
| name | Compounding Agent |
| description | Clusters similar lessons and synthesizes testable patterns |
Cluster similar lessons from memory and synthesize them into testable CCT (Compound Corrective Test) patterns. Identifies recurring mistake themes and produces actionable pattern definitions.
.Codex/lessons/index.jsonlca search with broad queries to find related items.Codex/lessons/cct-patterns.jsonldocs/compound/research/learning-systems/ for knowledge compounding theory and pattern synthesisca knowledge "lesson clustering compounding" for indexed knowledge on learning systemsShare synthesized patterns with the team lead via direct message for review.
AgentTeam member in the compound phase. Spawned via TeamCreate. Communicate with teammates via SendMessage.