Skip to main content
Back to all repositories

Provenance at the value level for Python and JS: mock-taint and confidence propagate through derived results and can't be cleared. Companion skills audit any repository for mocked data and unverified claims. Epistemic honesty for AI-assisted code.

4stars0forks1watchers/subscribers56issues
agent-skillsai-agentsai-toolingarchitecture-enforcementclaudeclaude-codeclaude-code-pluginclaude-skillscode-qualitydata-lineagedeveloper-toolsepistemic-honestyprovenancereproducibilitytaint-tracking
Language
Python
License
Apache License 2.0
Size
1.3 MB
Created
Jun 28, 2026
Last Updated
Sep 1, 2026
Last Pushed
Sep 1, 2026

Available Plugins

Loading plugins...

Evaluate before installing

  1. Review the source repository, recent maintenance, and license on GitHub.
  2. Read the marketplace manifest and plugin source files before running commands.
  3. Start with the smallest required permission set and validate behavior in a safe environment.