SlopProof

Self-hosted GitHub check that has PR authors explain their patch on live video before it can merge.

Webfreeglobal

SlopProof is a self-hosted GitHub check that requires pull-request contributors to explain their exact patch in a single continuous, revision-bound video recording before a maintainer reviews it. A multimodal model compares the recording to the patch and flags the result, giving maintainers evidence that a contributor actually understands an AI-assisted change before merging it.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of SlopProof - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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