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Add nuhuh to Tools & Utilities - #586

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jqueryscript:mainfrom
sjh9714:add-nuhuh
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Add nuhuh to Tools & Utilities#586
sjh9714 wants to merge 1 commit into
jqueryscript:mainfrom
sjh9714:add-nuhuh

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@sjh9714 sjh9714 commented Aug 11, 2026

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Adds nuhuh, a Stop hook that verifies the coding agent's completion claims by re-running reality. It extracts every claim from the final message (tests pass, file created, endpoint works) and verifies each one fresh with real exit codes, then bounces a false Done back to the agent with the failing evidence.

Deterministic and local, no LLM calls in the verification path. Ships with a False Done Rate benchmark measured across Claude Code and Codex. MIT licensed, tested on macOS, Linux and Windows in CI.

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