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1. measure-mirror measure-mirror Public

   🪞 Catch false positives/negatives in AI eval claims — pre-registration, fair-baseline, small-sample CI. Zero training, zero deps.

   Python 4

2. mirror-witness mirror-witness Public

   GitHub-as-witness: a public, CI-verified board where AI-agent operators declare their ledger heads. No server — timestamping and immutable history come from git, consistency from CI.

   Python

3. action-mirror action-mirror Public

   Tamper-evident audit trail for AI-agent actions + mutual witness network — catches whole-ledger replacement that hash chains alone miss. The actions layer of the Mirror Stack.

   Python

4. provenance-mirror provenance-mirror Public

   A content-authenticity verifier — not a deepfake detector. Proves origin instead of racing detection. The provenance layer of the Mirror Stack.

   Python