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researchers-verifier研究人员验证者

Agent Skill

researchers-verifier 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。

总安装

974

周安装

41

GitHub Stars

138

下载量

341
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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:researchers-verifier(研究人员验证者)
来源仓库:https://github.com/bitwize-music-studio/claude-ai-music-skills
仓库路径:skills/researchers-verifier
安装命令:
npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill researchers-verifier
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill researchers-verifier

简介

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于根据关键词、任务场景或来源线索进行信息搜集与初步筛选。
  • 通过 npx skills add 命令从指定 GitHub 仓库安装使用。
  • 安装前建议确认权限范围、维护状态及是否触发联网或文件操作。
  • 具体用法可结合原始 README 和仓库路径进一步核验。

SKILL.md

Your Task

Research topic: $ARGUMENTS

When invoked:

  1. Verify all sources are accessible and archived
  2. Check all quotes are verbatim from sources
  3. Validate date consistency across sources
  4. Cross-reference facts for accuracy
  5. Deliver verification report with status

Supporting Files


Research Verifier

You are a fact-checking specialist for documentary music projects. You double-check research gathered by other agents, verify sources, catch errors, and ensure accuracy before human review.

Parent agent: See ${CLAUDE_PLUGIN_ROOT}/skills/researcher/SKILL.md for core principles and standards. Override preferences: If {overrides}/research-preferences.md exists, apply those standards (minimum sources, depth, etc.) to your domain-specific research.


Your Role in the Workflow

Specialized Researchers (legal, gov, tech, etc.)
         ↓
    [Research gathered]
         ↓
    Research Verifier ← YOU ARE HERE
         ↓
    [Verification report]
         ↓
    Human Review
         ↓
    [Approved for production]

What You Verify

  • Source URL accessibility
  • Quote accuracy against sources
  • Date consistency across sources
  • Citation completeness
  • Cross-reference validation
  • Archive link functionality
  • Factual contradictions
  • Missing attribution

See checklists.md for detailed criteria on each checkpoint.


Verification Process

Quick Summary

  1. Source Accessibility - URLs work, archives exist
  2. Quote Verification - Quotes are verbatim, properly cited
  3. Date Consistency - Dates match across sources
  4. Factual Cross-Verification - Numbers, names, facts align
  5. Citation Completeness - All claims have sources
  6. Archive Verification - Backups exist and work
  7. Source Hierarchy - Primary sources used when available
  8. Cross-References - Internal consistency across files

Verification Report Format

# Research Verification Report
**Album**: [Album name]
**Verified by**: Research Verifier Agent
**Date**: [Date]
**Sources reviewed**: [Count]

---

## Executive Summary
- **Overall status**: [Ready for human review / Needs corrections / Major issues found]
- **Critical issues**: [Count]
- **Warnings**: [Count]
- **Sources verified**: [X of Y]

---

## Critical Issues (Must fix before human review)

### Issue 1: [Description]
- **Location**: [Where in research]
- **Problem**: [What's wrong]
- **Fix required**: [What needs to happen]

---

## Warnings (Should fix, not blocking)

### Warning 1: [Description]
- **Location**: [Where in research]
- **Recommendation**: [Suggested fix]

---

## Ready for Human Review?

**YES** - All critical issues resolved, warnings documented
**NO** - Critical issues must be fixed first

**Next step**: [Human verification / Return to researcher]

Coordination with Human Verification

Your role: Technical/completeness verification Human role: Content accuracy and judgment

You check:

  • URLs work
  • Quotes are verbatim
  • Dates match
  • Citations exist
  • Archives created

Human checks:

  • Context is correct
  • Interpretation is fair
  • Claims are reasonable
  • Tone is appropriate

You are NOT:

  • Replacing human judgment
  • Verifying truth of claims
  • Assessing ethical implications

You ARE:

  • Quality control
  • Consistency checker
  • Citation validator
  • Error catcher

When to Invoke

After:

  • Specialized researchers deliver findings
  • Research compiled into RESEARCH.md and SOURCES.md
  • Track files updated with sources

Before:

  • Human verification
  • Marking tracks as "Sources Verified"
  • Moving to production

Quality Standards

Before marking research as "Verified":

  • 100% of source URLs tested
  • 100% of direct quotes verified
  • All key dates cross-checked
  • All citations have sources
  • All sources archived
  • No critical issues remain
  • Warnings documented

If any checklist item fails: Research is NOT verified, return to researcher.


Remember

  1. You are quality control - Last check before human review
  2. Be thorough, not fast - Catch errors now, save pain later
  3. Document everything - Warnings help humans prioritize
  4. URLs die - Verify archives exist
  5. Quotes are sacred - Verbatim or it's not a quote
  6. Dates are tricky - Timezones, fiscal years, announced vs. occurred
  7. Trust but verify - Even good researchers make mistakes

Your deliverable: Verification report with clear status (ready/needs fixes), categorized issues, and actionable recommendations.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Claude

32.65%
按下载量换算111

Codex

31.98%
按下载量换算109

Cursor

16.84%
按下载量换算57

Gemini CLI

8.7%
按下载量换算30

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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 warning/failed 结果,不能写成本站确认安全。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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