Commit Comprehension Gate

Block merges until devs prove they read their own diff

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Block merges until devs prove they read their own diff

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CCG is a GitHub Action that blocks PR merges until the author correctly answers comprehension questions generated from their own diff using Claude. Built for teams where AI-generated code gets merged faster than anyone reads it. Completely stateless — the answer key lives in a hidden HTML comment in the PR itself. No database, no infrastructure. Just 3 files and an API key. Open source, MIT licensed, patent pending.

Free

Launch tags:Open Source•Developer Tools•Artificial Intelligence

Launch Team / Built With

Viktor.comAn AI coworker that actually does the work

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Maker

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We've all merged code we didn't fully read. CCG is the forcing function I wished existed when AI started writing half my team's PRs. The interesting implementation detail: it's completely stateless — the answer key is base64-encoded in a hidden HTML comment in the PR itself. No infrastructure to maintain, no database, just 3 files and an API key. Happy to answer questions about the prompt design or architecture. Would especially love feedback from eng leads who've dealt with regressions from rubber-stamped PRs.

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5mo ago

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