Verify Claims With Evidence
Misinformation and weak sources make claims hard to trust. This skill guides Claude, Codex, and Claude Code through evidence-based verification, source ranking, and clear verdicts.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "fact-checker" from https://skillstore.io/skills/shubhamsaboo-fact-checker.md and its manifest at https://skillstore.io/api/skills/shubhamsaboo-fact-checker/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "fact-checker". Fact check: Humans only use 10% of their brain.
Expected outcome:
Verdict: False. Neuroscience evidence shows activity across the brain, and damage to any major region can affect function.
Using "fact-checker". Verify whether this chart proves our product doubled productivity.
Expected outcome:
Verdict: Unverifiable from the chart alone. The chart needs sample size, baseline method, timeframe, and independent measurement details.
Using "fact-checker". Check whether this article uses reliable sources for its climate claim.
Expected outcome:
The strongest sources are peer-reviewed studies and official datasets. Anonymous commentary and outdated news summaries should receive lower weight.
Both static findings are false positives. The backtick pattern is a fenced Markdown output template, and the reconnaissance alert is prose about evaluating source quality. No command execution, system reconnaissance, prompt injection, or data exfiltration intent was found in SKILL.md.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/shubhamsaboo-fact-checker/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/shubhamsaboo-fact-checker?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/shubhamsaboo-fact-checker?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/shubhamsaboo-fact-checker/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/shubhamsaboo-fact-checker.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>shubhamsaboo. (2026). fact-checker security audit report (audit version 2) [Author version 1.0.0]. Skillstore. https://skillstore.io/skills/shubhamsaboo-fact-checker/audits/2@techreport{shubhamsaboo-shubhamsaboo-fact-checker-2026,
author = {shubhamsaboo},
title = {fact-checker security audit report (audit version 2)},
institution = {Skillstore},
year = {2026},
number = {2},
url = {https://skillstore.io/skills/shubhamsaboo-fact-checker/audits/2},
note = {Author version 1.0.0}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "fact-checker security audit report (audit version 2)"
version: "1.0.0"
type: report
authors:
- name: "shubhamsaboo"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/shubhamsaboo-fact-checker/audits/2"
identifiers:
- type: other
value: "skillstore:shubhamsaboo-fact-checker:audit:2"
description: "Skillstore immutable audit report identifier"
Verify quotes, statistics, and viral claims before publication.
Evaluate whether messaging is supported by evidence and needs caveats.
Practice separating evidence, context, and opinion in research assignments.
Fact check this claim: [claim]. Give a verdict, evidence, context, and sources with credibility notes.
Evaluate these sources for this claim: [claim]. Rank each source and explain which evidence is strongest.
Fact check these competing claims about [topic]: [claims]. Identify which parts are true, false, mixed, or unverifiable.
Review this article for factual claims, missing context, weak sources, and misleading statistics: [paste text]. Prioritize the highest impact issues.
Author
shubhamsabooLicense
MIT
Author version
v1.0.0
Skillstore revision
r1
Repository
https://github.com/shubhamsaboo/awesome-llm-apps/tree/main/awesome_agent_skills/fact-checkerRef
412e23e39ccd9729546286287b96bb41707397cf
Maintenance freshness
7/18/2026
Usage
1 downloads · 1 views
File structure
📄 SKILL.md
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