fact-check

Fact-check the following claim: "$ARGUMENTS"

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Install skill "fact-check" with this command: npx skills add collaborative-deep-research/agent-papers-cli/collaborative-deep-research-agent-papers-cli-fact-check

Fact-check the following claim: "$ARGUMENTS"

  1. Decompose

Break the claim into specific, verifiable sub-claims. List them explicitly before searching.

  1. Search for Evidence

For each sub-claim:

paper-search google web "<sub-claim as question>" paper-search semanticscholar snippets "<sub-claim keywords>" paper-search semanticscholar papers "<sub-claim keywords>" --limit 5

  1. Verify Sources

For each promising source:

paper read <arxiv_id> <relevant section> # for academic papers paper-search browse <url> # for web pages

Prefer primary sources (original papers, official data) over secondary reports.

  1. Assess

For each sub-claim, assign a verdict:

  • Supported: strong evidence from multiple reliable sources

  • Partially supported: some evidence, with caveats

  • Unsupported: no evidence found, or evidence contradicts the claim

  • Uncertain: insufficient evidence to judge

  1. Report

Present:

  • The original claim

  • Each sub-claim with its verdict and supporting evidence

  • An overall assessment

  • All sources cited with URLs

Guidelines

  • Always cite specific sources — never state a verdict without evidence.

  • Distinguish between "no evidence found" and "evidence contradicts."

  • Note the quality and recency of sources.

  • If a claim is about a specific paper, read that paper directly rather than relying on summaries.

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