ContribAI

Maintainer-governed agent that analyzes repos and prepares small, evidence-backed open-source contribution PRs.

Desktopfreeglobal

ContribAI analyzes open-source repositories and prepares small, reviewable pull requests, but treats a public repository as read-only by default: submission must be explicitly enabled by the operator and authorized by the target maintainer through a manifest or issue label before anything is proposed. Every admitted proposal is published as a draft pull request with an evidence receipt recording consent source, base revision, and validation checks, aimed at keeping AI-assisted open-source contributions governed rather than unsolicited.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of ContribAI - 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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