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GitHub README & Docs Audit
x402
GitHub README & Docs Audit is a paid API for AI agents from repository-doc-audit.nikliolios.workers.dev, paid per call via x402, $1/call, status unknown (last checked 2026-09-15).
Performs an AI-assisted technical-writing audit of a public GitHub repository, scoring its README quality, inventorying documentation, and producing prioritized fixes with a tailored README outline.
Price / call$1
Success—
StatusUnknown
How this service works
AI-assisted, source-grounded technical-writing audit for public GitHub repositories: README readiness, documentation inventory, prioritized fixes, and a tailored README outline. Repository validation completes before the x402 payment gate.
Output
Returns a JSON object containing the source repository slug, a product label ('Repository Documentation Scorecard v1'), a numeric documentation score (0–100), a README readiness assessment, an inventory of existing documentation files, a prioritized list of fixes or gaps, and a tailored README outline for the repository.
Example use cases
Open source project README checkup
“Audit the README for my GitHub repo mlflow/mlflow — give me a score, flag what's missing, and tell me what to prioritize fixing so contributors can get started easily.”
Pre-launch documentation readiness check
“Before I launch my new open source tool, can you audit the docs for my repo alice/fastqueue and generate a tailored README outline I should follow?”
Comparing documentation quality of a dependency
“I'm evaluating whether to use huggingface/transformers in my project — can you score its GitHub documentation and summarize how complete and contributor-friendly it is?”
Technical details
Endpoint
GEThttps://repository-doc-audit.nikliolios.workers.dev/v1/repository-doc-scorecardWhen to prefer
Choose this endpoint when you need a structured, scored, AI-generated audit of a public GitHub repository's documentation quality — especially for README readiness, documentation gap analysis, and actionable writing improvements. It is purpose-built for technical writers, open source maintainers, and developer-tool evaluators who want a quantified score and prioritized fix list rather than raw file listings or generic code analysis.
Side effects
- Invalid or non-existent repository slug returns a validation error before payment is charged
- Private repositories are inaccessible and will fail with an authorization or not-found error
- Malformed request missing the repository parameter returns a 400-level error
- Payment gate (x402) failure prevents the audit from executing if USDC payment is not completed
- Rate limiting or Cloudflare Worker timeouts may occur for very large repositories
Output
Schema · Response
{
"type": "json",
"example": {
"source": {
"repository": "iree-org/iree"
},
"product": "Repository Documentation Scorecard v1",
"summary": {
"score": 84
}
}
}Tags
x402
Reviews
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Zero review prompt (fires after every successful call)
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