verifying

Installation
SKILL.md

Information Verification Skill

Bilingual skill. Chinese version: SKILL.zh.md. English is the single source of truth; the .zh.md is a synchronized translation — always edit the English first, then mirror the change into .zh.md in the same change-set, never edit only the Chinese.

Purpose

The user provides a sentence or paragraph that needs verification. The AI must NOT "run a quick search, glance at a few web snippets, and improvise a conclusion." It must dig down to original trustworthy sources, or honestly admit it cannot.

Five scenarios are covered:

  1. Basic truthfulness check: whether the numbers / facts / quotes in the statement are accurate.
  2. Completeness: when the source is correct but the user's quotation is out of context — supply the missing context.
  3. One-level reasoning verification: when a direct number cannot be traced to a primary source, cross-check via metric decomposition (Z = P × Q).
  4. Negative statements: detect unfalsifiable claims like "X has never done Y" and switch to a "search for a counter-example" path.
  5. Multi-source conflict: when two authoritative sources disagree on the same figure, present them side-by-side with a difference attribution.

Input

The user supplies one statement (or paragraph) to verify. Optional attachments (PDFs, links, screenshots, notes) take priority as material to verify against.

Installs
33
GitHub Stars
62
First Seen
Jun 10, 2026
verifying — genli-ai/market-research-skills