task-analyzer

# Task Analyzer Use [skills-index.yaml](references/skills-index.yaml) as the available skill catalog. Documentation routing and workflow Structural Scale belong to `documentation-criteria`, not this skill. ## Process ### 1. Identify Task Essence State the observable purpose beyond the surface operation. Preserve an explicitly invoked recipe or governing artifact as the entry point. ### 2. Match Skills to Task Evidence Extract task-evidence tags and match them to the catalog. Add a skill only when its rules change the requested action, verification, or handling of a concrete risk. | Task evidence | Consider | |---|---| | Observed defect or failure | `ai-development-guide`, `testing-principles` | | Code implementation or refactoring | `coding-principles`, `testing-principles` | | Requested design artifact | `documentation-criteria` | | Multiple credible implementation strategies requiring cost comparison | `implementation-approach` | | Observable cross-boundary behavior that cannot be proven more cheaply | `integration-e2e-testing` | | React or TypeScript frontend code | `typescript-rules` and applicable frontend testing rules | Select in this order: 1. `governing`: defines the requested output or selected workflow. 2. `risk-control`: changes proof or handling of an activated failure mode. 3. `supplementary`: resolves a concrete remaining risk. ### 3. Generate Execution Guidance Generate only warnings and questions that can change skill selection, verification, escal...