entity-skill-learnerlisted
Install: claude install-skill MrCipherSmith/helyx
# 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.