Skip to content
← Back to all skills
Uncategorizedsafecommunity

akf-trust-metadata

The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA auditing.

AKF — The AI Native File Format

Every photo has EXIF. Every song has ID3. AKF is the native metadata format for AI-generated content.

When to Use

Use this skill when you need to stamp, inspect, or audit provenance and trust metadata on AI-generated or AI-modified files for compliance, review, or handoff workflows.

After creating or modifying files

akf stamp <file> --agent <agent-name> --evidence "<what you did>"

Evidence examples:

  • "generated from user prompt"
  • "refactored existing code"
  • "tests pass"
  • "docs reviewed"

Before modifying existing files

akf read <file>          # Check existing trust metadata
akf inspect <file>       # See detailed trust scores

Compliance auditing

akf audit <file> --regulation eu_ai_act    # EU AI Act Article 50
akf audit <file> --regulation hipaa         # HIPAA
akf audit <file> --regulation sox           # SOX
akf audit <file> --regulation nist_ai       # NIST AI RMF

Classification

  • --label confidential for finance/secret/internal paths
  • --label public for README, docs, examples
  • Default: internal

Install

pip install akf

Links

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
— Field Manual

The 1,441 skills, demystified in one PDF.

A free editorial guide we wrote for the Skills Atlas: taxonomy, the 25 must-know skills, anti-patterns, and learning paths by profile.

  • 70+ pages, table of contents, ready to print.
  • Sent by email — link valid 7 days.
  • You can unsubscribe in one click anytime.

No spam. We never share your email. Unsubscribe in one click.