code-forge

# Code Forge ## Required Skills Read, apply: 1. `framework:knowledge-priming` -- Load proj context (stack, arch, conventions) so impl matches real proj (always) 2. `framework:context-anchoring` -- Load/find context anchor doc; enrich as impl decisions made (always) 3. `framework:learning-harvest` -- Load prior operational learnings inform impl; harvest new patterns at session end (always) 4. `framework:collaborative-judgment` -- Surface real judgment calls w/ structured opts vs silent assume (always) 5. `framework:architecture` -- Layer place, dep direction, struct valid (always) 6. `framework:clean-code` -- Craft rails: SRP, naming, complexity, err handle (always) 7. `framework:domain-driven-design` -- Aggregates, entities, VOs, domain svcs (conditional: only when touch domain folder) 8. `framework:secure-coding` -- Trust bounds, injection prevent, secrets mgmt (conditional: only boundary-cross code) 9. `framework:test-quality` -- AAA struct, isolation, assert quality, naming (always when write tests) ## Workflow ### Step 1: Establish Implementation Context Use `framework:learning-harvest` Load behavior. Focus hint: "implementation session — focus: implementation craft, quality signals, reliability". Prior learnings about coding patterns, recurring quality issues, and failure modes inform implementation from the start — e.g., learnings say "anemic domain models keep appearing," push behavior into entities. Learnings flag "missing input validation on VOs," validate in c...