reality-check

You can validate project claims by evaluating README and marketing docs against source code, tests, and commit history. This claims assessment scores truthfulness across implementation, execution proof, and documentation to expose architectural gaps.

Claims assessment for competitive analysis works by enumerating product claims, reading execution artifacts and source code, and scoring each claim from 1 to 10 across implementation, scalability, and dependency risk to produce an evidence-cited findings report.

The best way to audit codebase credibility is performing a technical audit that reads repository artifacts, classifies architectural gaps by severity, and generates a sequenced roadmap saved into the docs directory to address discovered implementation issues.

Yes, you need repository read access to source, tests, logs, and docs to perform a technical audit. This access allows the evaluation to gather evidence from implementation and execution artifacts to verify claims and score product credibility.

Yes, you can evaluate architectural gaps and dependency risk by scoring claims across implementation, tests, scalability, and documentation. The evaluation classifies gaps by severity and generates an actionable roadmap saved under docs/.

A limitation of evaluating commit history and execution artifacts is that the technical audit requires accessible source code and logs to verify claims. Without complete repository artifacts, the evaluation cannot fully score implementation proof or generate a comprehensive findings report.