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Agent Skill · 研究检索

thinking-circle-of-competence(能力思维圈)

thinking-circle-of-competence 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。

thinking-circle-of-competence 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;许可证信息还不明确,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 55,343。

总安装 485周安装 20GitHub Stars 46下载 158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:thinking-circle-of-competence(能力思维圈)
来源仓库:https://github.com/tjboudreaux/cc-thinking-skills
仓库路径:skills/thinking-circle-of-competence
安装命令:
npx skills add https://github.com/tjboudreaux/cc-thinking-skills --skill thinking-circle-of-competence
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/tjboudreaux/cc-thinking-skills --skill thinking-circle-of-competence

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。

能力思维圈用于查找、检索和筛选相关信息,帮助在复杂任务中快速定位关键内容。适用于需要根据关键词或场景进行信息聚合与过滤的研究和决策场景。通过输入目标、约束条件和来源线索,输出结构化候选结果列表。

安装命令:npx skills add https://github.com/tjboudreaux/cc-thinking-skills --skill thinking-circle-of-competence 需确认是否涉及联网、文件读写或外部命令执行,并检查仓库维护状态。

来源仓库内路径:skills/thinking-circle-of-competence

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/tjboudreaux/cc-thinking-skills --skill thinkin…;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

thinking-circle-of-competence 怎么安装?

在终端执行 npx skills add https://github.com/tjboudreaux/cc-thinking-skills --skill thinking-circle-o…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

thinking-circle-of-competence 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。

thinking-circle-of-competence 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。

thinking-circle-of-competence 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。

thinking-circle-of-competence 用的人多吗?

公开数据是累计安装 485 次,近一周安装 20 次,下载 158 次,GitHub 46 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。

thinking-circle-of-competence 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 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

  • 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
thinking-circle-of-competence

能力思维圈 · 本页

48546需要联网未明确通过

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

Circle of Competence

Overview

The Circle of Competence, articulated by Warren Buffett and Charlie Munger, emphasizes knowing the boundaries of your genuine expertise. The key insight isn't about having a large circle—it's about knowing precisely where your circle ends. Operating within your circle leads to better decisions; operating outside it without recognizing it leads to costly mistakes.

Core Principle: "Know what you don't know. The boundaries of your circle are more important than its size." — Warren Buffett

When to Use

  • Evaluating new opportunities or projects
  • Making decisions in unfamiliar domains
  • Assessing whether to delegate or learn
  • Investment or resource allocation decisions
  • Taking on new responsibilities
  • Advising others on topics
  • Hiring or team composition decisions

Decision flow:

Decision to make? → yes → Inside your circle? → yes → Proceed with confidence
                                              ↘ no → Delegate, learn, or pass
                ↘ no → Not applicable

The Three Zones

Zone 1: Inside Your Circle

True competence through deep experience

Characteristics:

  • You've made decisions here repeatedly
  • You've seen failure modes firsthand
  • You can predict second-order effects
  • You know what you don't know within this area
  • You can teach others the nuances
Example: Senior backend engineer
Inside circle:
- API design patterns that scale
- Database optimization strategies
- When to use caching vs. not
- Common failure modes in distributed systems
- Debugging production issues

Zone 2: Edge of Your Circle

Familiar but not expert

Characteristics:

  • You know the basics
  • You can have informed conversations
  • You might miss edge cases
  • You need to verify your assumptions
  • You should seek review from experts
Example: Same backend engineer
Edge of circle:
- Frontend performance optimization
- Basic security practices
- Cloud cost optimization
- Team management fundamentals

Zone 3: Outside Your Circle

Dangerous territory

Characteristics:

  • Knowledge is superficial or outdated
  • You don't know what you don't know
  • Decisions feel confident but are often wrong
  • High risk of Dunning-Kruger effect
  • Should delegate or deeply learn before deciding
Example: Same backend engineer
Outside circle:
- Mobile app development
- Machine learning model tuning
- Legal/compliance decisions
- Financial forecasting

Mapping Your Circle

Step 1: List Your Domains

What areas do you have experience in?

  • Professional skills
  • Industry knowledge
  • Technical domains
  • Business functions

Step 2: Assess Depth Honestly

For each domain, ask:

QuestionInsideEdgeOutside
Could I teach this to an expert?✓
Have I made real decisions here?✓✓
Do I know the failure modes?✓
Can I predict second-order effects?✓
Do I know what I don't know here?✓✓
Is my knowledge current?✓

Step 3: Be Brutally Honest

Common self-deceptions:

  • "I read a lot about it" ≠ competence
  • "I understand the concepts" ≠ can execute
  • "I did it once years ago" ≠ current competence
  • "I'm smart, I can figure it out" ≠ expertise

Step 4: Verify with Track Record

Look at past decisions:

  • In areas you consider "inside," were you right?
  • In areas you consider "edge," did you make mistakes?
  • This calibrates your self-assessment

Operating Within Your Circle

When Inside: Act with Confidence

✓ Make decisions directly
✓ Move quickly
✓ Trust your intuition (it's trained)
✓ Teach and mentor others
✓ Push back on outside opinions if warranted

When at Edge: Proceed with Caution

→ Seek input from those with deeper expertise
→ Validate assumptions before acting
→ Build in more margin for error
→ Document reasoning for review
→ Use this as learning opportunity

When Outside: Delegate or Learn

Option A: Delegate
- Find someone with this in their circle
- Trust their judgment
- Don't override without strong reason

Option B: Learn First
- Invest significant time (months/years)
- Get hands-on experience
- Make small decisions first, learn from mistakes
- Gradually expand circle

Option C: Pass
- Some opportunities aren't for you
- "I don't know enough" is valid
- Opportunity cost of learning may be too high

Common Traps

Trap 1: Circle Creep

Your circle in one area doesn't extend to adjacent areas:

Inside: iOS development
Doesn't mean inside: Android development
Doesn't mean inside: iOS design
Doesn't mean inside: iOS project management

Trap 2: Stale Expertise

Circles shrink if not maintained:

2015: Expert in jQuery
2024: jQuery knowledge is inside, but modern frontend is edge/outside

Trap 3: Confidence Misread as Competence

Feeling confident ≠ being competent:

Dunning-Kruger peak: Know just enough to feel expert
Actually expert: Know enough to know how much you don't know

Trap 4: Smart Person Syndrome

General intelligence doesn't expand circles:

Being smart at X doesn't make you competent at Y
Many smart people fail at investments, businesses, etc.
because they operate outside their circle confidently

Application Examples

Technical Decisions

Question: Should we adopt GraphQL?

Self-assessment:
- Have I built and maintained GraphQL at scale? No → Outside
- Do I know the failure modes? No → Outside
- Have I seen it succeed/fail in similar contexts? Partially → Edge

Decision: Consult with team members who have deep GraphQL experience,
         or run small pilot before committing

Career Decisions

Question: Should I become a manager?

Self-assessment:
- Have I led teams before? A little → Edge
- Do I know management failure modes? Not really → Outside
- Can I predict what makes a good manager? Vaguely → Edge

Decision: Don't assume IC success transfers; seek mentorship,
         start with small team, treat as learning opportunity

Business Decisions

Question: Should I invest in this startup?

Self-assessment:
- Do I understand this market? Superficially → Edge
- Can I evaluate the technology? No → Outside
- Do I know startup failure modes? Generally → Edge
- Have I made successful startup investments? No → Outside

Decision: This is outside my circle; either pass or find
         co-investors who have this in their circle

Expanding Your Circle

The Right Way

  1. Start at the edge, not outside
  2. Make small, reversible decisions
  3. Get feedback on those decisions
  4. Learn from mistakes in low-stakes situations
  5. Build pattern recognition over time
  6. Graduate to larger decisions as track record develops

The Wrong Way

  • Jump straight to big decisions in new domain
  • Assume competence transfers
  • Learn only theory without practice
  • Avoid feedback on decisions
  • Never acknowledge mistakes

Verification Checklist

  • Identified which zone this decision falls in
  • If edge/outside: acknowledged uncertainty explicitly
  • If outside: identified who has this in their circle
  • If proceeding outside circle: limited downside exposure
  • Honest about track record in this domain
  • Not conflating confidence with competence

Key Questions

  • "Would I bet significant money on my judgment here?"
  • "Have I made similar decisions successfully before?"
  • "What don't I know that an expert would know?"
  • "If I'm wrong, how would I know?"
  • "Who has this in their circle that I could consult?"
  • "Is my knowledge here current or stale?"

Buffett's Reminder

"What counts for most people in investing is not how much they know, but rather how realistically they define what they don't know."

The advantage comes not from having the biggest circle, but from staying inside whatever circle you have—and knowing exactly where the boundary is.

平台分布

Codex

38.39%
按下载量换算61

Claude

29.2%
按下载量换算46

Cursor

20.01%
按下载量换算32

Gemini CLI

9.32%
按下载量换算15

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

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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