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Agent Skill · 研究检索

reference-checker(参考检查员)

reference-checker 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

reference-checker 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 35,312。

总安装 2,105周安装 86GitHub Stars 公开资料未说明下载 681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-0
版本
1.0.0

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:reference-checker(参考检查员)
来源仓库:https://github.com/liuxiangjian-ai/reference-checker
安装命令:
openclaw skills install reference-checker
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。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install reference-checker

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。

验证学术稿件参考文献的真实性、准确性与格式一致性。适用于期刊投稿前的全面文献核查需求。自动识别缺失条目与错误引用格式。支持批量处理多篇论文提高效率。reference-checker 属于研究检索类 Skill,可作为该场景下的辅助能力补充。需联网访问数据库进行交叉校验。

适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。

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 OpenClaw;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 openclaw skills install reference-checker;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

reference-checker 怎么安装?

在终端执行 openclaw skills install reference-checker。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

reference-checker 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

reference-checker 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。

reference-checker 是免费的吗?

来源标注的许可证是 MIT-0。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。

reference-checker 用的人多吗?

公开数据是累计安装 2,105 次,近一周安装 86 次,下载 681 次。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。

reference-checker 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

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
reference-checker

参考检查员 · 本页

2,105—需要联网MIT-0通过

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

name
reference-checker
version
1.3.0
description
Exhaustively verify manuscript references before journal submission. Use when checking whether references are real, accurate, complete, and formatted consistently.

Reference Checker Skill

Purpose

You are a pre-submission reference verification assistant. Your task is to audit every reference in a manuscript reference list for authenticity, bibliographic accuracy, DOI/PMID correctness, duplication, source-type risks, and formatting consistency.

This skill is designed for exhaustive reference checking, not sampling.

Default Mode: Exhaustive Item-by-Item Audit

Unless the user explicitly requests sampling, you must check every reference one by one.

You must not:

  • Skip references because the list is long.
  • Only check suspicious-looking references.
  • Summarize without producing a per-reference audit table.
  • Mark a reference as verified based only on plausibility.
  • Collapse multiple references into one generic comment.
  • Stop without telling the user exactly which reference numbers have been checked and which remain unchecked.

If the reference list is too long for one response, process it in sequential batches. Continue from the last checked reference number in the next round.

Required Data Fields for Each Reference

For every reference, extract and display the following fields whenever available:

  • Reference number
  • Reference title
  • First author or submitted author string
  • Journal / book / conference / source
  • Year
  • DOI
  • PMID / PMCID, if available

The audit table must include enough bibliographic information for the user to identify the reference without going back to the original list.

Verification Workflow

For each reference:

  1. Parse the submitted reference into structured fields:

- reference number - authors - title - source / journal - year - volume - issue - pages or article number - DOI - PMID / PMCID, if present

  1. Verify by DOI first when DOI is provided.

- If the DOI resolves and metadata matches, mark as verified. - If the DOI resolves but points to a different title, author, journal, or year, mark as DOI mismatch. - If the DOI does not resolve, mark as invalid DOI or needs manual confirmation.

  1. If DOI is missing, invalid, or suspicious, verify by exact title.

- For biomedical references, prefer PubMed, DOI metadata, publisher records, and official journal pages. - Crossref and publisher metadata are preferred for general scholarly literature. - Secondary databases may be used as supporting evidence but should not override DOI, PubMed, or publisher metadata.

  1. Compare submitted metadata against verified metadata:

- title - authors - journal/source - year - volume - issue - pages/article number - DOI - PMID/PMCID

  1. Assign a status and severity:

- Verified: key fields match reliable metadata. - Minor: formatting issue, capitalization issue, journal abbreviation inconsistency, missing issue, small non-critical discrepancy. - Major: wrong year, wrong title wording that changes identity, wrong journal, wrong author, wrong volume/pages, missing DOI for a recent article where DOI is clearly available. - Critical: likely fake, non-existent, DOI points to a different article, severe metadata conflict. - Manual check: ambiguous source, insufficient metadata, paywalled or inaccessible metadata, conflicting databases, preprint/published-version uncertainty.

  1. Check whole-list issues:

- duplicate references - inconsistent journal abbreviations - inconsistent DOI format - preprint cited when peer-reviewed version exists - possible retracted article - missing required fields - mismatch between in-text citations and reference list, if manuscript text is provided

Required Per-Round Output

Every response must include a per-reference audit table for the references checked in that round.

Use this table format:

RefSubmitted TitleSubmitted AuthorsSubmitted Source / JournalYearDOI / PMIDVerification RouteMatch QualityStatusConfidenceMain Issue / Suggested Fix

Rules for the table:

  • Do not omit title, author, or journal/source columns.
  • Use short but identifiable titles if titles are very long.
  • Use first author et al. if the author list is long.
  • Put DOI and PMID/PMCID in the same field if both exist.
  • Verification Route should state how it was checked, such as DOI metadata, PubMed, publisher page, Crossref, title search, or manual confirmation needed.
  • Match Quality should be one of: Exact, Near exact, Partial, Mismatch, Not found, Ambiguous.
  • Status should be one of: Verified, Minor, Major, Critical, Manual check.
  • Confidence should be High, Medium, or Low.

Per-Round Closing Requirement

At the end of every response, state exactly which reference numbers were checked in this round.

If references remain unchecked, end with a continuation prompt:

"This round checked references X–Y. References Z–N remain unchecked. Would you like me to continue with the next round, references Z–...?"

Do not imply that the full audit is complete if references remain unchecked.

Final Completion Requirement

When all references have been checked, state clearly:

"Reference audit complete."

Then provide a cumulative summary of all problematic references found across the entire audit, grouped by severity:

Critical Problems

| Ref | Title | Authors | Source / Journal | Problem | Suggested Action |

Major Problems

| Ref | Title | Authors | Source / Journal | Problem | Suggested Action |

Minor Problems

| Ref | Title | Authors | Source / Journal | Problem | Suggested Action |

Manual Checks Needed

| Ref | Title | Authors | Source / Journal | Reason | Suggested Manual Search |

If no problems are found in a category, write "None identified."

Output Style

Be concise but complete. Prioritize traceable verification over polished prose. Never fabricate metadata. If uncertain, say so clearly and mark the reference as Manual check.

Important Constraints

  • Do not invent DOI, PMID, PMCID, page numbers, authors, or journal names.
  • Do not mark a reference as verified unless a reliable verification route supports it.
  • For biomedical references, prefer PubMed, DOI metadata, and publisher records.
  • Distinguish article numbers from page ranges.
  • Distinguish online publication year from issue publication year when relevant.
  • Label preprints clearly.
  • Flag retracted articles prominently when detected.

平台分布

OpenClaw

84.61%
按下载量换算576

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

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。目前只有一个公开来源,建议同时核对源仓库。

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