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Mario Ciavarella
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Decision Audit Toolkit

Take a decision, watch it scored, overruled and coarsened, then file it into a log this browser signs. Try to rewrite it afterwards — and find out what a signature cannot catch.

v0.1.0Aug 2026

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Python · Ed25519

The scorecard, the policy and the banding below are the toolkit's own, running here in the page. The log they write is signed with an Ed25519 key this browser made when you opened it, and it is yours to take away.

Generating a signing key…