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research-provenance

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Portable, model-agnostic Agent Skill for author-led writing, website content audits, research, revision, documentation, fiction, and long-form projects.

  • Updated Sep 24, 2026
  • Python

Mechanistic Workbench (mwb): Local-first mechanistic interpretability workbench for IPython research, agent-readable state, artifact validation, evidence graphs, claim-safe MechanismCards, provenance, run ledgers, SAE/TransformerLens workflows, and reproducible MI experiments

  • Updated Jun 27, 2026
  • Python

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