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[](https://versuz.dev/skills/jmagly-aiwg-plugins-sdlc-skills-corpus-health)Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install jmagly-aiwg-plugins-sdlc-skills-corpus-healthgit clone https://github.com/jmagly/aiwg.gitcp aiwg/SKILL.MD ~/.claude/skills/jmagly-aiwg-plugins-sdlc-skills-corpus-health/SKILL.md--- namespace: aiwg name: corpus-health platforms: [all] description: Report on research corpus health, completeness, and integrity commandHint: category: research-quality --- # Corpus Health Command Assess the health and completeness of the research corpus at `.aiwg/research/`. ## Kernel Delegation > As of ADR-021, `corpus-health` delegates structural lint to the semantic memory kernel. **Delegation pattern**: 1. `corpus-health` retains its research-specific health-check UX 2. Delegates to `memory-lint --consumer research-complete --severity warning` 3. Research-specific layers remain in this wrapper: - GRADE coverage check - Citation completeness validation - Research corpus-specific metrics **Backward compatibility**: No UX changes. @agentic/code/addons/semantic-memory/skills/memory-lint/SKILL.md ## Instructions When invoked, analyze the research corpus and report on its health: 1. **Scan Corpus Structure** - Count sources in `.aiwg/research/sources/` - Count findings in `.aiwg/research/findings/` - Count quality assessments in `.aiwg/research/quality-assessments/` - Count provenance records in `.aiwg/research/provenance/records/` 2. **Frontmatter Completeness** - Check each source for required frontmatter per @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/schemas/research/frontmatter-schema.yaml - Report sources missing: ref_id, title, authors, year, DOI, key_findings - Calculate completeness percentage 3. **PDF Integrity** - Check `.aiwg/research/pdfs/` for downloaded papers - Verify SHA-256 checksums against frontmatter `pdf_hash` values - Report missing PDFs and checksum mismatches 4. **Cross-Reference Integrity** - Verify all REF-XXX in findings reference valid sources - Check for orphaned findings (no source reference) - Check for orphaned sources (never cited in any artifact) 5. **Staleness Check** - Flag sources with `last_verified` > 90 days old - Flag DOIs that haven't been re-verified - Report sources needing refresh 6. **Evidence Gaps** - Load `.aiwg/research/TODO.md` for planned research - Count unresolved evidence gaps - Report gap severity distribution 7. **Generate Health Report** - Summary dashboard with pass/warn/fail indicators - Detailed findings per category - Action items prioritized by severity ## Arguments - `--brief` - Show summary only - `--fix` - Attempt to fix frontmatter gaps and regenerate checksums - `--report` - Save report to `.aiwg/reports/corpus-health.md` ## References - @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/schemas/research/frontmatter-schema.yaml - Frontmatter requirements - @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/schemas/research/fixity-manifest.yaml - Fixity verification - @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/rules/research-metadata.md - Research metadata rules - @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/agents/citation-verifier.md - Citation Verifier agent