Code Forge

Required Skills

Read and apply:

1. framework:knowledge-priming -- Load project context (stack, architecture, conventions) so implementation matches the real project. (always)
2. framework:context-anchoring -- Find and load the feature's context anchor doc; enrich it as implementation decisions are made (Create / Load / Enrich behaviors). (always)
3. framework:learning-harvest -- Load prior operational learnings to inform implementation at session start; harvest new ones at session end. (always)
4. framework:collaborative-judgment -- Surface genuine judgment calls as structured options instead of silently assuming. (always)
5. framework:architecture -- Layer placement, dependency direction, structural validation. (always)
6. framework:clean-code -- Craft guardrails: SRP, naming, complexity, error handling. (always)
7. framework:domain-driven-design -- Aggregates, entities, value objects, domain services. (conditional: domain-layer components only)
8. framework:secure-coding -- Trust bounds, injection prevention, secrets handling. (conditional: trust-boundary code only)
9. framework:test-quality -- AAA structure, isolation, assertion quality, naming. (always when writing tests)

Workflow

Step 1: Establish Implementation Context