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Agent Skill · 研究检索

systems-thinking(系统思维)

systems-thinking 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。

systems-thinking 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 4,247。

总安装 34,272周安装 1,363GitHub Stars 734下载 10,976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:systems-thinking(系统思维)
来源仓库:https://github.com/refoundai/lenny-skills
仓库路径:skills/systems-thinking
安装命令:
npx skills add https://github.com/refoundai/lenny-skills --skill systems-thinking
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/refoundai/lenny-skills --skill systems-thinking

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。

应用系统思维框架来理解复杂的多利益相关者问题和二阶效应。

通过识别所有参与者、他们的动机和交互来绘制系统地图;追踪库存(积累的内容)和流量(状态之间移动的内容) 帮助识别小干预造成大系统变化的杠杆点,并发现放大或抑制结果的反馈循环 标记常见错误,包括局部优化、忽视激励措施、治标不治本,以及忽略一级影响之外的级联效应 借鉴了六位产品领导者关于战略思维、生态系统管理和系统化重复性手动难题的见解

来源仓库内路径:skills/systems-thinking

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/refoundai/lenny-skills --skill systems-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

systems-thinking 怎么安装?

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

systems-thinking 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。

systems-thinking 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。

systems-thinking 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。

systems-thinking 用的人多吗?

公开数据是累计安装 34,272 次,近一周安装 1,363 次,下载 10,976 次,GitHub 734 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。

systems-thinking 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。
  • 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
systems-thinking

系统思维 · 本页

34,272734只读未明确通过

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

Systems Thinking

Help the user apply systems thinking to complex problems using frameworks and insights from 6 product leaders.

How to Help

When the user asks for help with systems thinking:

  1. Map the system - Help them identify all players, their incentives, and how they interact with each other
  2. Identify stocks and flows - Understand what accumulates (stocks) and what moves between states (flows)
  3. Trace second-order effects - Work through what happens after the first-order impact of any change
  4. Find leverage points - Identify where small interventions can create large systemic changes

Core Principles

See the system

Seth Godin: "What does it mean to be a strategic thinker? It means to see the system." Understanding the invisible rules, culture, and interoperability that govern how products and organizations succeed or fail is the foundation of strategic thinking.

Think about all players and incentives

Sriram: "Systems thinking. Think of all the players in the system, think of all of their incentives and how they interact with each other." This approach is superior to Jobs-to-be-Done for handling complex product trade-offs and multi-agent incentives.

Use stocks and flows

Will Larson: "Systems thinking is basically you try to think about stocks and flows. Stocks are things that accumulate and flows are the movement from a stock to another thing." Model business processes like hiring pipelines or user funnels using this framework.

Consider second, third, and fourth-order effects

Hari Srinivasan: "The skillsets that you think through and manage in a complicated ecosystem are quite different." Managing complex ecosystems requires understanding effects that cascade beyond the immediate impact.

Think beyond today's decisions

Nickey Skarstad: "Second order thinking is you being able to think beyond the decisions that you're making today." Consider how current decisions impact future constraints and ecosystem dynamics.

Automate recurring pains

Melissa Perri + Denise Tilles: "Tell me about some process you really hated and ended up trying to automate or build a system around to make it better." Identify recurring manual pains and build automated systems or frameworks to solve them.

Questions to Help Users

  • "Who are all the players in this system, and what does each one want?"
  • "If you make this change, what happens next? And then what happens after that?"
  • "What accumulates over time in this system (the stocks), and what flows between states?"
  • "Where are the feedback loops - both reinforcing and balancing?"
  • "What constraint, if removed, would unlock the most value in this system?"
  • "What recurring manual pain could be systematized?"

Common Mistakes to Flag

  • Only seeing first-order effects - Changes ripple through systems in ways that aren't immediately obvious
  • Ignoring incentives - Every player in a system responds to their own incentives, not yours
  • Optimizing locally - Improving one part of a system can make the whole system worse
  • Missing feedback loops - Many systems have self-reinforcing or self-balancing dynamics that amplify or dampen changes
  • Treating symptoms instead of causes - Systems problems often require addressing root causes, not visible symptoms

Deep Dive

For all 6 insights from 6 guests, see references/guest-insights.md

Related Skills

  • Setting OKRs & Goals
  • Defining Product Vision
  • Platform Strategy
  • Organizational Design

平台分布

Codex

35.48%
按下载量换算3,894

Claude

29.42%
按下载量换算3,229

Cursor

19.16%
按下载量换算2,103

Gemini CLI

8.59%
按下载量换算943

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

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。目前只有一个公开来源,建议同时核对源仓库。

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