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OpenClaw

verify-claims

Verify claims and information using professional fact-checking services. Use this skill when users want to verify facts, check claims in articles/videos/transcripts, validate news authenticity, cross-reference information with trusted fact-checkers, or investigate potentially false or misleading content. Triggers include requests to "fact check", "verify this", "is this true", "check if this is accurate", or when users share content they want validated against misinformation.

asgraf0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install asgraf/verify-claims

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

Fact-Checking Skill

Verify claims and information using professional fact-checking services from around the world.

Core Principles

  1. Multiple sources - Cross-reference findings from several fact-checking organizations
  2. Regional relevance - Prioritize fact-checkers appropriate to the content's context
  3. Language matching - Use fact-checkers in the native language of the content when possible
  4. Credible sources only - Never use fraudulent or unreliable fact-checking services
  5. Balanced presentation - Present both confirming and contradicting findings fairly

When to Use This Skill

Trigger this skill when the user:

  • Explicitly asks to fact-check, verify, or validate information
  • Shares an article, video transcript, or claim and asks "is this true?"
  • Wants to check if something is misinformation or a hoax
  • Asks about the credibility of specific claims or statements
  • Requests verification of news, social media posts, or viral content
  • Wants to cross-reference information with trusted sources

Do NOT trigger for:

  • General research or information gathering (use web search instead)
  • Checking grammar, spelling, or writing quality
  • Verifying code functionality or technical documentation
  • Questions about opinions rather than factual claims

Workflow

Step 1: Understand the Content

Before beginning verification, analyze what needs to be checked:

  1. Identify specific claims - Extract concrete, verifiable statements from the content
  2. Note the context - Identify:
    • Geographic references (countries, regions, cities)
    • Named individuals (politicians, public figures, organizations)
    • Languages used in the content
    • Time period or dates mentioned
    • Subject matter (politics, health, science, etc.)
  3. Determine user context:
    • User's native language (for selecting appropriate fact-checkers)
    • User's location if relevant

Example Analysis:

  • Content: "Video claiming vaccines cause au...

Source information

Source
github
Repository
openclaw/skills
Path
skills/asgraf/verify-claims
Version
—
Commit
646c9ee88ded9e2568de51c036da00c47ca1e2de
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Fact-Checking Skill

Verify claims and information using professional fact-checking services from around the world.

## Core Principles

1. **Multiple sources** - Cross-reference findings from several fact-checking organizations
2. **Regional relevance** - Prioritize fact-checkers appropriate to the content's context
3. **Language matching** - Use fact-checkers in the native language of the content when possible
4. **Credible sources only** - Never use fraudulent or unreliable fact-checking services
5. **Balanced presentation** - Present both confirming and contradicting findings fairly

---

## When to Use This Skill

Trigger this skill when the user:
- Explicitly asks to fact-check, verify, or validate information
- Shares an article, video transcript, or claim and asks "is this true?"
- Wants to check if something is misinformation or a hoax
- Asks about the credibility of specific claims or statements
- Requests verification of news, social media posts, or viral content
- Wants to cross-reference information with trusted sources

Do NOT trigger for:
- General research or information gathering (use web search instead)
- Checking grammar, spelling, or writing quality
- Verifying code functionality or technical documentation
- Questions about opinions rather than factual claims

---

## Workflow

### Step 1: Understand the Content

Before beginning verification, analyze what needs to be checked:

1. **Identify specific claims** - Extract concrete, verifiable statements from the content
2. **Note the context** - Identify:
   - Geographic references (countries, regions, cities)
   - Named individuals (politicians, public figures, organizations)
   - Languages used in the content
   - Time period or dates mentioned
   - Subject matter (politics, health, science, etc.)
3. **Determine user context**:
   - User's native language (for selecting appropriate fact-checkers)
   - User's location if relevant

**Example Analysis:**
- Content: "Video claiming vaccines cause au...

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