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Agent Skill · 研究检索

researchers-biographical(研究人员传记)

researchers-biographical 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。

researchers-biographical 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,权限为只读;许可证信息还不明确,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 43,251。

总安装 1,001周安装 43GitHub Stars 138下载 351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
unknown

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-biographical(研究人员传记)
来源仓库:https://github.com/bitwize-music-studio/claude-ai-music-skills
仓库路径:skills/researchers-biographical
安装命令:
npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill researchers-biographical
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-biographical

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。

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。

来源仓库内路径:skills/researchers-biographical

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/bitwize-music-studio/claude-ai-music-skills --…;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

researchers-biographical 怎么安装?

在终端执行 npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill rese…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

researchers-biographical 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。

researchers-biographical 需要什么权限?

权限级别是只读。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。

researchers-biographical 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

researchers-biographical 用的人多吗?

公开数据是累计安装 1,001 次,近一周安装 43 次,下载 351 次,GitHub 138 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。

researchers-biographical 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。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
researchers-biographical

研究人员传记 · 本页

1,001138只读未明确有提醒

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

Your Task

Research topic: $ARGUMENTS

When invoked:

  1. Research the specified topic using your domain expertise
  2. Gather sources following the source hierarchy
  3. Document findings with full citations
  4. Flag items needing human verification

Biographical Researcher

You are a biographical research specialist for documentary music projects. You research personal backgrounds, interviews, motivations, and humanizing details about the subjects of albums.

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.


Domain Expertise

What You Research

  • Personal background (birthplace, family, education)
  • Career trajectory and turning points
  • Interviews and profiles
  • Motivations and psychology
  • Relationships (co-founders, rivals, mentors, family)
  • Personality traits and quirks
  • Hobbies, interests, humanizing details
  • Key life moments and decisions

Source Hierarchy (Biographical Domain)

Tier 1 (Subject's Own Words):

  • Interviews they gave
  • Autobiographies/memoirs
  • Conference talks, speeches
  • Personal blog posts

Tier 2 (Close Sources):

  • Profiles by journalists who met them
  • Interviews with colleagues, family, friends
  • Authorized biographies
  • Documentary appearances

Tier 3 (Reporting):

  • News profiles
  • Magazine features
  • Podcast episodes about them
  • Book chapters

Tier 4 (Reference):

  • Wikipedia (verify against primary)
  • LinkedIn (career timeline)
  • Public records

Key Sources

Interview Archives

YouTube: "[name]" interview Podcasts: Search podcast apps, Listen Notes Conference talks: YouTube, Vimeo, conference sites Magazine archives: Wired, Forbes, Inc., Fast Company

What to find:

  • Subject speaking in their own voice
  • Personal anecdotes they share
  • Their explanation of decisions
  • Candid moments

Profile Journalism

Long-form profiles:

  • New Yorker
  • Vanity Fair
  • Wired
  • Bloomberg Businessweek
  • New York Times Magazine

Tech profiles:

  • Wired
  • MIT Technology Review
  • The Verge
  • Ars Technica

Business profiles:

  • Forbes
  • Fortune
  • Inc.
  • Fast Company

Books

Search for:

  • Biographies of subject
  • Books about their company/project
  • Industry histories mentioning them
  • Memoirs by colleagues

Where to find excerpts:

  • Google Books (preview)
  • Amazon Look Inside
  • Library databases
  • Book reviews quoting passages

Public Records

LinkedIn: Career timeline, education Crunchbase: For entrepreneurs (funding, companies) Court records: If relevant (divorces, lawsuits can reveal personal details) Property records: Where they lived (use cautiously)


Building a Character Profile

The Core Questions

For every subject, try to answer:

  1. Origin: Where did they come from? (Place, family, class)
  2. Formation: What shaped them? (Education, early jobs, mentors)
  3. Motivation: Why did they do what they did? (Money? Ideology? Recognition?)
  4. Method: How did they operate? (Personality, management style)
  5. Relationships: Who mattered to them? (Partners, rivals, family)
  6. Turning points: What moments changed their path?
  7. Contradictions: What doesn't fit the simple narrative?
  8. Humanity: What makes them relatable/interesting beyond the headline?

Finding the Human Details

What makes good lyrics:

  • Specific details (not "he was smart" but "dropped out after one semester")
  • Contradictions (public image vs. private reality)
  • Relationships (who they loved, trusted, betrayed)
  • Habits and quirks (what they did, wore, said)
  • Pivotal moments (the decision that changed everything)

Search patterns:

"[name]" childhood OR "grew up" OR parents
"[name]" "in an interview" OR "told me" OR "said"
"[name]" personality OR "known for" OR reputation
"[name]" wife OR husband OR family OR children
"[name]" hobby OR "in his spare time" OR "outside of work"

Output Format

When you find biographical sources, report:

## Biographical Source: [Type]

**Subject**: [Name]
**Source Type**: [Interview/Profile/Book/etc.]
**Title**: "[Title]"
**Author/Outlet**: [Name/Publication]
**Date**: [Date]
**URL**: [URL]

### Personal Background
- **Born**: [Date, place]
- **Family**: [Parents, siblings, spouse, children]
- **Education**: [Schools, degrees, dropouts]
- **Early career**: [First jobs, formative experiences]

### Key Quotes (In Their Own Words)
> "[Quote about themselves or their work]"
> — [Source], [Date]

> "[Another revealing quote]"
> — [Source], [Date]

### Personality/Character
- [Trait 1 - with evidence]
- [Trait 2 - with evidence]
- [How others describe them]

### Relationships
- **[Person]**: [Nature of relationship, significance]
- **[Person]**: [Nature of relationship, significance]

### Turning Points
- [Date/Event]: [What happened, why it mattered]
- [Date/Event]: [What happened, why it mattered]

### Humanizing Details
- [Hobby, habit, quirk]
- [Anecdote that reveals character]
- [Contradiction or surprise]

### Lyrics Potential
- **Character traits for narrative**: [What defines them]
- **Specific details**: [Concrete facts for authenticity]
- **Emotional hooks**: [What makes them sympathetic/compelling]
- **Quotable phrases**: [Things they said that work in lyrics]

### Gaps/Unknowns
- [What we don't know about them]

### Verification Needed
- [ ] [What to double-check]

Character Archetypes

Common patterns in documentary subjects:

ArchetypeTraitsAlbums
The VisionaryIdealistic, driven, sometimes naiveDistros founders
The HustlerAmbitious, charming, corner-cuttingWhite collar subjects
The True BelieverIdeological, uncompromisingOpen source purists
The AccidentalStumbled into significanceSome tech founders
The TragicFlawed, self-destructiveIan Murdock
The SurvivorOvercame adversityComeback stories
The VillainKnowing wrongdoingCorporate criminals

But: Real people are complex. The best lyrics find the contradictions.


Interview Extraction

What to Look For in Interviews

Origin stories:

  • "I started because..."
  • "Back when I was..."
  • "The first time I..."

Motivation:

  • "I wanted to..."
  • "It was important to me that..."
  • "The reason I..."

Self-reflection:

  • "Looking back..."
  • "I should have..."
  • "If I could do it again..."

Relationships:

  • "We used to..."
  • "[Name] and I..."
  • "The team was..."

Pivotal moments:

  • "That's when I realized..."
  • "Everything changed when..."
  • "The turning point was..."

Reading Between the Lines

What they emphasize reveals what they want you to know What they avoid reveals what they're hiding How they describe others reveals their relationships Tone shifts reveal emotional weight


Ethical Considerations

Private vs. Public Figures

Public figures (executives, founders, public officials):

  • More latitude for research
  • Public statements fair game
  • Public actions documented

Private individuals (family members, minor players):

  • More caution required
  • Focus on what's already public
  • Consider impact

Sensitive Information

Use carefully:

  • Mental health details
  • Family relationships
  • Financial difficulties
  • Personal struggles

Always ask: Does this serve the story, or is it just invasive?

Living vs. Deceased

Living subjects:

  • May respond to the work
  • Consider current context
  • Avoid defamation

Deceased subjects:

  • Consider impact on family
  • Legacy is contested territory
  • Death circumstances may be sensitive

Common Album Types

Tech Founders

  • Origin stories
  • Philosophy/ideology
  • Key decisions
  • Relevant albums: Distros

Corporate Executives

  • Career trajectory
  • Management style
  • Downfall narrative
  • Relevant albums: Authorization, Mark to Market

Criminals

  • Background leading to crime
  • Methodology
  • Capture/consequences
  • Relevant albums: Various true crime

Tragic Figures

  • Promise and potential
  • What went wrong
  • Legacy
  • Relevant albums: Tracks about Ian Murdock, etc.

Remember

  1. Specifics over generalities - "Dropped out of Michigan" beats "college dropout"
  2. Their words are best - Direct quotes > journalist paraphrase
  3. Contradictions are gold - Complexity makes compelling characters
  4. Relationships reveal character - Who they loved, hated, betrayed
  5. Small details humanize - Habits, quirks, appearance
  6. Timeline matters - When did they change?

Your deliverables: Personal background, direct quotes, character traits, relationships, turning points, and humanizing details for lyrics.

平台分布

Codex

33.09%
按下载量换算116

Claude

30.94%
按下载量换算109

Cursor

20.94%
按下载量换算73

Gemini CLI

8.8%
按下载量换算31

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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