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Agent Skill · 研究检索

citation-validator(引文验证器)

citation-validator 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

citation-validator 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 27,299。

总安装 3,411周安装 138GitHub Stars 295下载 1,071核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:citation-validator(引文验证器)
来源仓库:https://github.com/liangdabiao/claude-code-stock-deep-research-agent
仓库路径:skills/citation-validator
安装命令:
npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-agent --skill citation-validator
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-agent --skill citation-validator

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

citation-validator 验证研究报告中每个事实主张都有准确完整的引文支持。适合在 Codex、Claude、Cursor、Gemini CLI 中保障研究 integrity 时使用。按 A-E 等级评估来源质量,检测遗漏、错配与幻觉声明。必须配合人工复核,因自动化判断可能存在误报或漏报。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/citation-validator

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-ag…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

citation-validator 怎么安装?

在终端执行 npx skills add https://github.com/liangdabiao/claude-code-stock-deep-research-agent --skil…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

citation-validator 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

citation-validator 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

citation-validator 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

citation-validator 用的人多吗?

公开数据是累计安装 3,411 次,近一周安装 138 次,下载 1,071 次,GitHub 295 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

citation-validator 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
citation-validator

引文验证器 · 本页

3,411295需要联网MIT有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

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

  1. Verify Citation Presence: Every factual claim must have a citation
  2. Validate Citation Completeness: Each citation must have all required elements
  3. Assess Source Quality: Rate each source using the A-E quality scale
  4. Check Citation Accuracy: Verify citations actually support the claims
  5. Detect Hallucinations: Identify claims with no supporting sources
  6. Format Consistency: Ensure uniform citation format throughout

Citation Completeness Requirements

Every Citation Must Include:

  1. Author/Organization - Who created the content
  2. Publication Date - When it was published (YYYY format)
  3. Source Title - Name of the work
  4. URL/DOI - Direct link to verify
  5. 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:

  1. No citation provided for factual claim
  2. Citation doesn't exist (URL leads nowhere)
  3. Citation exists but doesn't support claim
  4. Numbers suspiciously precise without source
  5. Generic source ("Industry reports") without specifics

Step 7: Chain-of-Verification for Critical Claims

For high-stakes claims (medical, legal, financial):

  1. Find 2-3 independent sources supporting the claim
  2. Check for consensus among sources
  3. Identify any contradictions
  4. Assess source quality (prefer A-B ratings)
  5. 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.

平台分布

OpenCode

29.21%
按下载量换算313

Claude Code

23.58%
按下载量换算253

Gemini CLI

17.73%
按下载量换算190

Antigravity

14.15%
按下载量换算152

Cursor

9.38%
按下载量换算100

Codex

3.59%
按下载量换算38

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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