majiayu000/claude-arsenal
xiaohongshu
xiaohongshu
286 148
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Data Integrity Guardian
data-integrity-guardian
Maintain database quality, ensure data alignment, verify mission compliance, prepare for JusticeHub syndication.
SKILL.md
Full skill instructions
Data Integrity Guardian
Ensure database quality, cultural safety, mission alignment, and API readiness.
When to Use
- Before JusticeHub API syndication
- Adding stories to public catalog
- Migrating data between tables
- Weekly data quality audits
Quick Health Check
SELECT
'Stories' as metric, COUNT(*)::text as value FROM stories
UNION ALL
SELECT 'Published', COUNT(*)::text FROM stories WHERE status = 'published'
UNION ALL
SELECT 'Active Storytellers', COUNT(*)::text FROM storytellers WHERE is_active = true
UNION ALL
SELECT 'Avatar Coverage %',
ROUND(COUNT(*) FILTER (WHERE avatar_url IS NOT NULL) * 100.0 / COUNT(*), 1)::text
FROM storytellers;
Critical Checks
Orphaned Records
-- Stories without storytellers (should be 0)
SELECT COUNT(*) FROM stories s
LEFT JOIN storytellers st ON s.storyteller_id = st.id
WHERE s.storyteller_id IS NOT NULL AND st.id IS NULL;
Cultural Safety
-- Public stories without elder review (should be 0)
SELECT COUNT(*) FROM stories
WHERE requires_elder_review = true AND elder_reviewed = false AND is_public = true;
Consent Verification
-- Public stories missing consent (should be 0)
SELECT COUNT(*) FROM stories
WHERE status = 'published' AND is_public = true
AND (has_explicit_consent = false OR has_explicit_consent IS NULL);
Reference Files
| Topic | File |
|---|---|
| All integrity checks | refs/integrity-checks.md |
| JusticeHub readiness | refs/justicehub-readiness.md |
Mission Alignment
- OCAP Compliance: Ownership, Control, Access, Possession
- Cultural Safety: Elder review, traditional knowledge protection
- Storyteller Empowerment: Full control over narratives
Related Skills
frontend-backend-auditor- Frontend alignmentdatabase-navigator- Schema explorationcultural-review- Cultural sensitivity
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