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J·BJon BishopIndependent growth marketer
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GitHub Growth Review

Inspect explicit README signals without executing code or claiming a verified conversion score.

GitHub Growth Review

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Each mode works independently. Checks retrieve explicit public signals; worksheets organize your observations. None verifies conversion performance or how a model understands your product.

Results are shown here. No signup is needed to run the check.

What this checks

Explicit structural signals for product purpose, first-run instructions, expected output, and next steps. This is static inspection; it does not run the project or measure conversion.

How to use the result

Review the cited lines, fill gaps with verified product-specific information, and have a new developer follow the path. A signal found is not proof that the instructions work.

Want help implementing the work?

Improve developer acquisition and conversion

Get help turning repository and README findings into a clearer developer journey.

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