Verify technical document claims against code, tests, and runtime behavior.
npx skills add https://github.com/sambeau/kanbanzai --skill check-docs-sambeau
Please help me install this Agent Skill. Skill: check-docs Source: https://github.com/sambeau/kanbanzai/tree/main/.kbz/skills/check-docs Command: npx skills add https://github.com/sambeau/kanbanzai --skill check-docs-sambeau
Documentation often contains unverified claims or hallucinations that diverge from the actual implementation. This skill identifies factual errors in technical documents by cross-checking with code, tests, and runtime behavior.
Run a document QA pass to identify factual claims and verify them against the codebase.
High-intent search queries and answers about installing and using this skill.
To verify technical documentation accuracy against a codebase, run a QA pass that maps each factual claim to a source of truth, executing or tracing code examples to confirm outputs and API usage.
Detecting hallucinations in API references requires cross-checking document claims against the actual implementation, tests, and runtime behavior, producing a structured QA report to flag unverifiable or inconsistent details.
The best way to fact-check user guides for stale or vague information is to systematically validate each claim against the codebase, generating a QA report with classifications like stale, vague, or hallucination.
Yes, you can validate design docs against runtime behavior and tests by applying a verification process that requires code examples to be executable or traceable, ensuring claims match actual software behavior.
Code-example verification works for tracing outputs in library documentation by running or tracing the examples to confirm they produce the expected API usage and results without manual execution.
DeepCitationMap LLM claims to source documents and verify matches with visual proof.
MaizeCobraSearch the web, fetch URLs, and query documentation APIs for version-aware technical details.
barrydobsonAdvocate DevOps principles including CI/CD, IaC, automated testing, monitoring, and security scanning for delivery pipelines.
alvazoneCompare spec nodes against codebase implementation to identify drift.
