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Credit goes to machine-operable.org

Repositories that work for humans and the machines reading them.

Open source is increasingly read and acted on by AI agents, not just people. But a repository's signals — its instructions, its examples, its dependency health, its release safety — were built for patient humans who improvise. We make those signals checkable by machines, which helps the machines and the humans alike.

Tools

readme-ci

Tests the code examples in your documentation, so “our examples always run” becomes a promise CI enforces instead of a hope.

pip install readme-ci

More on the way — agent-readable repository metadata, dependency lifecycle signals, and release crash-testing among them.

Approach

Evidence first. We measure a gap at ecosystem scale, ship a small open tool that closes it, and submit real fixes upstream — the intervention is the data. Everything is open source.