Govern artifact

Skill flywifi/educator-tools-k12-public/skills/atoms/govern-artifact

Attach governance metadata (provenance, lineage, confidence, evidence) to any artifact. Use this atom when document-intelligence, output-validator, or any skill needs to stamp an artifact with its origin, processing chain, and confidence level. Do NOT use for quality gating — that is atom-quality-check. Do NOT use for content generation.From its SKILL.md

Install

npx -y skills add flywifi/educator-tools-k12-public --skill govern-artifact

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.8 KB, as published. Nobody here has run it

govern-artifact

Stamps any artifact with governance metadata: provenance (where it came from), lineage (how it was processed), confidence (how reliable), and evidence (what supports it). Used by document-intelligence after parsing and reusable by any skill producing governed artifacts.

Input

{
  "artifact": {"type": "lesson_plan", "content": "..."},
  "source_lineage": {
    "origin": "document_intelligence",
    "source_file": "curriculum.pdf",
    "extracted_at": "2026-06-27T10:00:00Z",
    "parser_used": "PyMuPDF"
  },
  "confidence": {"overall": 0.95, "text_recovery": 0.98}
}

Output

{
  "tool": "govern-artifact",
  "governed_artifact": {
    "type": "lesson_plan",
    "content": "...",
    "_provenance": {"origin": "document_intelligence", "source_file": "curriculum.pdf"},
    "_lineage": {"extracted_at": "2026-06-27T10:00:00Z", "parser_used": "PyMuPDF"},
    "_confidence": {"overall": 0.95, "text_recovery": 0.98}
  },
  "human_review_required": true
}

Do NOT use this atom for

Quality gating or pass/fail validation (use atom-quality-check)
Content generation or modification (this only adds metadata)
Security scanning

Pipeline note

Follows references/method.md at the Governance step (metadata attachment). Output conforms to references/metadata-schema.md. human_review_required: true — provenance and confidence metadata should be verified.