ContribAI

Maintainer-governed agent for evidence-backed open-source contribution proposals

LLM Mart
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ai

It separates code generation from permission to publish. It prepares small, reviewable changes and requires explicit consent, deterministic policy checks, and human review before a draft proposal. The tool runs an offline proof by default and makes no external writes.

It provides analysis that is local-first and does not have submission capability by default. It supports multiple LLM providers for generation choices. It includes an admission protocol with seven gates that closes the write path if any gate is missing or fails.

It operates under a specific license.

Summary drafted from the project's own website. Every sentence is backed by text on that page and was reviewed before publishing.

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