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    yeheng

    citation-validator

    yeheng/citation-validator
    Writing
    1 installs

    About

    SKILL.md

    Install

    Install via Skills CLI

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    About

    验证研究报告中所有声明的引用准确性、来源质量和格式规范性。确保每个事实性声明都有可验证的来源,并提供来源质量评级。当最终确定研究报告、审查他人研究、发布或分享研究之前使用此技能。

    SKILL.md

    Citation Validator

    Overview

    Ensure research integrity by verifying every factual claim has accurate, complete, and high-quality citations.

    When to Use

    • Before finalizing research reports
    • Reviewing research from other agents
    • Before publishing or sharing research
    • Quality assurance checkpoint

    Core Responsibilities

    1. Verify Citation Presence: Every factual claim must have citation
    2. Validate Completeness: Author, date, title, URL/DOI, pages
    3. Assess Source Quality: A-E rating system
    4. Check Accuracy: Citations actually support claims
    5. Detect Hallucinations: Identify unsupported claims
    6. Format Consistency: Uniform citation style

    Source Quality Ratings

    📋 Reference: See .claude/shared/constants/source_quality_ratings.md for full details.

    • A: Peer-reviewed RCTs, systematic reviews, meta-analyses
    • B: Cohort studies, clinical guidelines, reputable analysts
    • C: Expert opinion, case reports, company white papers
    • D: Preprints, conference abstracts, blogs
    • E: Anonymous, biased, outdated, broken links

    Safety Limits

    • Max claims to validate: 200 per session
    • Timeout per URL check: 5 seconds (reduced from 10s)
    • Max parallel URL checks: 5
    • Cache validated URLs: 7 days TTL

    Token Optimization

    📋 Reference: .claude/shared/constants/token_optimization.md

    Batch Validation: Process 20 citations at a time

    URL Checking: Cache results for 7 days in data/citation_cache.json

    Skip Re-validation: If URL checked within 24 hours

    Context Budget: 30k tokens max

    Error Handling

    📋 Reference: .claude/shared/constants/error_codes.md

    Common Errors:

    • E102: URL not accessible (404) → Search for archived version
    • E401: Hallucination detected → Remove claim or find citation (penalty: -2 points)
    • E402: Source quality too low → Search for higher-quality sources

    Hallucination Penalty: -2 points per occurrence (reduced from -5)

    Validation Process

    1. Claim Detection: Identify all factual claims
    2. Citation Presence: Check each claim has citation
    3. Completeness Check: Verify all required elements
    4. Quality Assessment: Assign A-E rating
    5. Accuracy Verification: Use WebSearch/WebFetch to verify
    6. Hallucination Detection: Flag unsupported claims
    7. Chain-of-Verification: Extra scrutiny for critical claims

    Quality Score

    Target: ≥ 8/10

    • Citation coverage (0-3 pts)
    • Completeness (0-2 pts)
    • Accuracy (0-3 pts)
    • Source quality (0-2 pts)
    • Hallucination penalty (-5 pts each)

    Examples

    See examples.md for validation scenarios.

    Detailed Instructions

    See instructions.md for complete validation methodology.

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    Repository
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    Files