Verify factual claims with source-cited answers within strict time budgets.
npx skills add https://github.com/VincentJiang06/skills --skill fact-check-vincentjiang06
Please help me install this Agent Skill. Skill: fact-check Source: https://github.com/VincentJiang06/skills/tree/main/skills/fact-check Command: npx skills add https://github.com/VincentJiang06/skills --skill fact-check-vincentjiang06
This Skill eliminates the risk of getting slow, uncited, or confidently incorrect answers to factual questions. It delivers verified, source-backed answers within strict time budgets, so you never have to waste time rabbit-holing or trust unsubstantiated claims.
Ask the fact-check skill to verify the claim "Python 3.13 was released in October 2024" and return a cited bottom-line answer within 2 minutes.
High-intent search queries and answers about installing and using this skill.
To get a fast fact check, this Skill queries multiple independent sources in parallel and stops early once corroboration is found, delivering a cited bottom-line answer within strict time budgets.
Yes, you can verify if a specific claim is true without a long report because this Skill focuses on quick lookups of definitions, current values, and uncontested facts, returning only a cited bottom-line answer.
When fact-checking cannot confirm a claim within the time limit, the Skill returns a Low-confidence uncertain answer with explicit disclaimers instead of guessing, ensuring honest uncertainty handling.
Source citation validation works by applying deterministic structural checks to ensure every load-bearing claim in the fact-checked answer is properly cited and the output format meets traceability requirements.
The best way to look up current values or definitions with source verification is using a speed-first approach that applies parallel search fan-out and early exit on corroboration to deliver fast, cited answers.
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