deep-reasoning-agent

To verify research draft accuracy, this Skill performs citation validation, fact-checking, and content quality assessment within a multi-phase workflow, issuing a clear VALID or NEEDS_REVISION status to guide finalization.

Automated draft verification operates within a multi-phase workflow using specialized tools to check claims, citations, and content, providing a detailed weighted score for each verification component to ensure research integrity.

To fact-check a research report, the Skill meticulously checks every claim and citation against established criteria, flagging inaccuracies or omissions and assigning a clear status of VALID, NEEDS_REVISION, or INVALID.

You can assess research quality without manual review by running the Skill's automated scoring system, which evaluates content completeness and proper citation to prevent the dissemination of flawed information.

Yes, citation validation requires the Tavily API, along with verification_tools and extract_webpage, to execute the specialized operations needed for comprehensive draft verification.

Automated fact-checking relies on established criteria and web extraction tools, meaning it functions as a quality control layer to flag inaccuracies but still requires human judgment to interpret the final NEEDS_REVISION or INVALID statuses.