Documentation Intelligence Agent

To validate vulnerability findings against project documentation, run an 8-phase analysis sweep that inventories docs, extracts architecture, and maps security controls to downgrade or confirm scanner risks. This generates a JSON profile with evidence-based adjustments.

Doc-driven security profiling is an analysis process that extracts security architecture and API surface mappings from repository documentation to adjust and validate noisy vulnerability findings. It produces a JSON context profile with evidence-based risk scores.

Reduce false positives in security scanner results by checking your README and docs folder for documented mitigations like sandboxing or encryption. The analysis downgrades or confirms flagged CVEs based on these documented built-in controls.

Yes, you can use documentation analysis for security architecture review in GitHub projects. The process inventories repository documentation, extracts deployment details, and maps API surfaces to generate a comprehensive security context profile.

Yes, pyyaml is a required dependency to run documentation-based vulnerability validation scripts. You need this package installed in your environment to execute the analysis phases and generate JSON security profiles.

The limitation of using documentation to adjust vulnerability risk scores is that the analysis relies entirely on the accuracy and completeness of existing repository docs. Missing or outdated documentation may prevent the proper validation of flagged security vulnerabilities.