verified-search

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

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When & Why to Use This Skill

This Claude skill provides a comprehensive framework for expert-verified web searches, integrating source validation, credibility scoring, and rigorous fact-checking. It solves the problem of information overload and misinformation by cross-referencing multiple sources, assessing author expertise, and providing a clear verification status for every claim to ensure users receive only the most trustworthy and accurate information.

Use Cases

  • Technical Verification: Confirming software release dates, official versioning, and technical specifications from primary documentation and official repositories.
  • Content Creation: Fact-checking claims and statistics before publishing articles or reports to maintain journalistic integrity and authority.
  • Source Evaluation: Assessing the credibility of unfamiliar websites or authors by analyzing domain authority, citations, and expert consensus.
  • Conflict Resolution: Identifying consensus views and disputed points across multiple news outlets to get a balanced perspective on controversial topics.
  • Academic & Professional Research: Gathering evidence and counter-evidence for specific claims to build a well-supported argument or research paper.
nameverified-search
descriptionExpert verified search with source validation, credibility scoring, and fact-checking
version1.0.0
authorUSER
tags[search, verification, fact-checking, credibility, validation]

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)