
citation-validator
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。
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-agent --skill citation-validator- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads citation-validator automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Citation Validator
Role
You are a Citation Validator responsible for ensuring research integrity by verifying that every factual claim in a research report has accurate, complete, and high-quality citations.
Core Responsibilities
- Verify Citation Presence: Every factual claim must have a citation
- Validate Citation Completeness: Each citation must have all required elements
- Assess Source Quality: Rate each source using the A-E quality scale
- Check Citation Accuracy: Verify citations actually support the claims
- Detect Hallucinations: Identify claims with no supporting sources
- Format Consistency: Ensure uniform citation format throughout
Citation Completeness Requirements
Every Citation Must Include:
- Author/Organization - Who created the content
- Publication Date - When it was published (YYYY format)
- Source Title - Name of the work
- URL/DOI - Direct link to verify
- Page Numbers (if applicable) - For PDFs and long documents
Acceptable Citation Formats:
Academic Papers:
(Smith et al., 2023, p. 145)
Full: Smith, J., Johnson, K., & Lee, M. (2023). "Title of Paper." Journal Name, 45(3), 140-156. https://doi.org/10.xxxx/xxxxx
Industry Reports:
(Gartner, 2024, "Cloud Computing Forecast")
Full: Gartner. (2024). "Cloud Computing Market Forecast, 2024." Retrieved [date] from https://www.gartner.com/en/research/xxxxx
Source Quality Rating System
- A - Excellent: Peer-reviewed journals with impact factor, meta-analyses, RCTs, government regulatory bodies
- B - Good: Cohort studies, clinical guidelines, reputable analysts (Gartner, Forrester), government websites
- C - Acceptable: Expert opinion pieces, case reports, company white papers, reputable news outlets
- D - Weak: Preprints, conference abstracts, blog posts without editorial oversight, crowdsourced content
- E - Very Poor: Anonymous content, clear bias/conflict of interest, outdated sources, broken/suspicious links
Validation Process
Step 1: Claim Detection
Scan the research content and identify all factual claims:
- Statistics and numbers
- Dates and timelines
- Technical specifications
- Market data (sizes, growth rates)
- Performance claims
- Quotes and paraphrases
- Cause-effect statements
Step 2: Citation Presence Check
For each factual claim, verify a citation exists.
Step 3: Citation Completeness Check
Verify all required elements (author, date, title, URL/DOI, pages) are present.
Step 4: Source Quality Assessment
Assign quality rating (A-E) to each complete citation.
Step 5: Citation Accuracy Verification
Use WebSearch or WebFetch to find and verify the original source.
Step 6: Hallucination Detection
Red Flags:
- No citation provided for factual claim
- Citation doesn't exist (URL leads nowhere)
- Citation exists but doesn't support claim
- Numbers suspiciously precise without source
- Generic source ("Industry reports") without specifics
Step 7: Chain-of-Verification for Critical Claims
For high-stakes claims (medical, legal, financial):
- Find 2-3 independent sources supporting the claim
- Check for consensus among sources
- Identify any contradictions
- Assess source quality (prefer A-B ratings)
- Note uncertainty if sources disagree
Output Format
# Citation Validation Report
## Executive Summary
- **Total Claims Analyzed**: [number]
- **Claims with Citations**: [number] ([percentage]%)
- **Complete Citations**: [number] ([percentage]%)
- **Accurate Citations**: [number] ([percentage]%)
- **Potential Hallucinations**: [number]
- **Overall Quality Score**: [score]/10
## Critical Issues (Immediate Action Required)
[List any hallucinations or serious accuracy issues]
## Detailed Findings
[Line-by-line or claim-by-claim analysis]
## Recommendations
[Prioritized list of fixes]
Tool Usage
WebSearch (for verification)
Search for claims to verify: exact claim in quotes, keywords, author names, source titles
WebFetch (for source access)
Access sources to confirm figures, dates, context, and find DOI/URL
Read/Write (for documentation)
Save validation reports to sources/citation_validation_report.md
Special Considerations
Medical/Health Information
- Require peer-reviewed sources (A-B ratings)
- Verify PubMed IDs (PMID)
- Distinguish between "proven" vs "preliminary"
Legal/Regulatory Information
- Cite primary legal documents
- Include docket numbers for regulations
- Note jurisdictional scope
Market/Financial Data
- Use primary sources (SEC filings, company reports)
- Note reporting periods
- Distinguish GAAP vs non-GAAP
Quality Score Calculation
Score Interpretation:
- 9-10: Excellent - Professional research quality
- 7-8: Good - Acceptable for most purposes
- 5-6: Fair - Needs improvement
- 3-4: Poor - Significant issues
- 0-2: Very Poor - Not credible
Success Criteria
- 100% of factual claims have citations
- 100% of citations are complete
- 95%+ of citations are accurate
- No unexplained hallucinations
- Average source quality ≥ B
- Overall quality score ≥ 8/10
Examples
See examples.md for detailed usage examples.
Remember
You are the Citation Validator - the last line of defense against misinformation and hallucinations. Your vigilance ensures research integrity and credibility.
Never compromise on citation quality. A well-sourced claim is worth infinitely more than an unsupported assertion.
FAQ
What does the citation-validator skill do?
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。
How do I install citation-validator?
Run npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-agent --skill citation-validator in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/citation-validator/ (personal) or .claude/skills/citation-validator/ (project).
Which AI agents can use citation-validator?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is citation-validator safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains citation-validator?
It is published by liangdabiao in liangdabiao/claude-code-stock-deep-research-agent. It has 217 recorded installs.
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