Agent Skills: Verified Search

Expert verified search with source validation, credibility scoring, and fact-checking

UncategorizedID: ljchg12-hue/windows-dotfiles/verified-search

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pnpm dlx add-skill https://github.com/ljchg12-hue/windows-dotfiles/tree/HEAD/skills/research/verified-search

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skills/research/verified-search/SKILL.md

Skill Metadata

Name
verified-search
Description
Expert verified search with source validation, credibility scoring, and fact-checking

Verified Search

Purpose

Perform web searches with built-in verification, credibility scoring, and fact-checking to ensure accurate, trustworthy information.

Activation Keywords

  • verified search, trusted search
  • fact check, credibility check
  • validate information, verify source
  • trusted sources, reliable info
  • cross-check, confirm

Core Capabilities

1. Search Execution

  • Multi-engine queries
  • Query optimization
  • Result aggregation
  • Deduplication
  • Ranking adjustment

2. Source Validation

  • Domain authority check
  • Author verification
  • Publication date
  • Citation analysis
  • Bias indicators

3. Credibility Scoring

  • Source reputation
  • Content accuracy
  • Cross-reference matches
  • Freshness score
  • Expert consensus

4. Fact Verification

  • Claim extraction
  • Evidence gathering
  • Counter-evidence search
  • Verdict determination
  • Confidence rating

5. Result Presentation

  • Credibility-ranked results
  • Source summaries
  • Verification status
  • Alternative viewpoints

Verification Process

1. Execute Search
   → Multiple search engines
   → Query variations
   → Collect top N results

2. Filter & Rank
   → Domain authority score
   → Content relevance
   → Source freshness
   → Remove duplicates

3. Verify Each Source
   → Check author credentials
   → Verify publication date
   → Assess domain reputation
   → Look for citations

4. Cross-Reference
   → Compare across sources
   → Identify consensus
   → Flag contradictions
   → Note unique claims

5. Score & Present
   → Credibility score (1-10)
   → Verification status
   → Key findings
   → Caveats

Credibility Scoring Criteria

| Factor | Weight | Description | |--------|--------|-------------| | Domain Authority | 25% | Site reputation, history | | Author Expertise | 20% | Credentials, track record | | Source Citations | 20% | References, peer review | | Cross-Reference | 20% | Corroboration by others | | Recency | 15% | Publication date relevance |

Verification Status Labels

✅ VERIFIED - Multiple credible sources confirm
⚠️ PARTIALLY VERIFIED - Some sources confirm, gaps exist
❓ UNVERIFIED - Single source, needs more evidence
❌ DISPUTED - Conflicting credible sources
🔄 OUTDATED - Information may no longer be current

Search Result Format

## Search Results: [Query]

### Result 1: [Title]
- **Source**: [Domain] | **Credibility**: 8/10
- **Status**: ✅ VERIFIED
- **Summary**: [Key points]
- **Cross-referenced by**: [Other sources]

### Result 2: [Title]
- **Source**: [Domain] | **Credibility**: 6/10
- **Status**: ⚠️ PARTIALLY VERIFIED
- **Summary**: [Key points]
- **Note**: [Verification gaps]

### Consensus View
[What most credible sources agree on]

### Disputed Points
[Where sources disagree]

### Verification Notes
- Total sources checked: N
- Credible sources: M
- Average credibility: X/10

Example Usage

User: "Search for React 19 release date"

Verified Search Response:
Query: "React 19 release date official"

Results (5 sources checked):

1. React.dev Blog (Official)
   - Credibility: 10/10 ✅ VERIFIED
   - Status: Primary source
   - Finding: React 19 released December 2024

2. GitHub React Releases
   - Credibility: 10/10 ✅ VERIFIED
   - Confirms: v19.0.0 tag exists

3. Dev.to Article
   - Credibility: 6/10 ⚠️ PARTIALLY VERIFIED
   - Accurate date, secondary source

Consensus: React 19 officially released December 2024
Confidence: HIGH (confirmed by primary sources)