AI & Machine Learning
Factchk
Verify reality-grounded claims against external sources in both directions before they ship — could the 'absurd' be real, could the 'obvious' be false or long-established? Use whenever an artifact, or the sentence you are about to write, asserts something as plausible, realistic, absurd, novel, or impossible from intuition rather than a checked source; before relying on a factual claim in prose, a design rationale, a research claim, or a plan. Fires on metacognitive doubt — when you can't actually know, verify instead of trusting the feeling. Scans read-only, then fixes the clear errors or flags the judgment calls; leaves deliberate fiction alone.
- Publisher / source
- LilMGenius/paperthin (found on skills.sh)
- Upstream record
- LilMGenius/paperthin
- Version
- Version 3
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-02
- Content fingerprint
17ff29bec3afb93b22854756637119c4d24dbde223a6ef023656486cd2501d8d