Entity Skill Learner

entity-skill-learner

Purpose

Update project-skills from review findings, test failures, health reports, memory entries, and verifier reports.

When To Use

• learn from review
• update skill
• skill lesson

Workflow

1. Parse the source report and map findings to project-skills.
2. Classify lessons as anti-patterns, checklist changes, template changes, workflow changes, or architecture rules.
3. Respect manual sections and autonomy policy.
4. Increment version and append skill-changelog.md entries with provenance.

Local-First Rules

1. Start from .metaproject/index.md and .metaproject/skills/catalog.md.
2. Prefer project-local skills under .metaproject/project-skills and .metaproject/skills/gdskills.
3. Use gdgraph, gdctx, gdwiki, Code Health, and Documentation Memory when they provide narrower context.
4. Treat external/global skills only as explicit fallback when local Metaproject does not provide the capability.
5. Verify conclusions against source files before reporting or editing.