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Agent Skill · 研究检索

running-decision-processes(运行决策过程)

running-decision-processes 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。

running-decision-processes 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 6,017。

总安装 23,520周安装 1,043GitHub Stars 734下载 8,240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:running-decision-processes(运行决策过程)
来源仓库:https://github.com/refoundai/lenny-skills
仓库路径:skills/running-decision-processes
安装命令:
npx skills add https://github.com/refoundai/lenny-skills --skill running-decision-processes
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 running-decision-processes

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。

来自 65 位产品领导者的结构化决策框架和流程。

指导用户进行决策分类(可逆与不可逆)、阻碍因素识别和框架选择,从审议转向行动 涵盖核心原则,包括明确隐含假设、利用好奇心循环收集建议,以及区分数据驱动分析何时结束和信念接管 标记常见陷阱:分析瘫痪、委员会决策、平等对待所有决策以及重新调整已确定的选择 包括诊断问题,以澄清决策所有权、信息差距以及过去类似决策的历史背景

来源仓库内路径:skills/running-decision-processes

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 running-decisio…;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

running-decision-processes 怎么安装?

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

running-decision-processes 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。

running-decision-processes 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。

running-decision-processes 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。

running-decision-processes 用的人多吗?

公开数据是累计安装 23,520 次,近一周安装 1,043 次,下载 8,240 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。

running-decision-processes 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
running-decision-processes

运行决策过程 · 本页

23,520734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

Running Decision Processes

Help the user run effective decision-making processes using frameworks from 65 product leaders.

How to Help

When the user asks for help with decision processes:

  1. Understand the decision type - Ask if this is reversible or irreversible, high-stakes or routine
  2. Identify the blockers - Determine what's preventing the decision from being made
  3. Structure the process - Recommend an appropriate framework for the decision at hand
  4. Enable commitment - Help them move from deliberation to action

Core Principles

Hesitation is destructive

Ben Horowitz: "The worst thing that you do as a leader is you hesitate on the next decision. The thing that causes you to hesitate is both decisions are horrible." Failing to make an explicit decision causes organizational anxiety. Recognize when you're avoiding a decision because all options are bad.

Make implicit explicit

Annie Duke: "It's so incredibly necessary in improving decision quality to take what's implicit and make it explicit. It's not that intuition is crap... If you don't make it explicit, then you don't get to find out when it's wrong." Document the assumptions behind gut feelings so you can review them later and learn when intuition is right or wrong.

Use curiosity loops for advice

Ada Chen Rekhi: "A curiosity loop is essentially going to a whole bunch of people... asking them, 'Hey, here are nine topics... What are two or three of the topics that resonate with you and why?'" Gather contextual advice by asking specific questions that solicit rationale, not biased yes/no answers.

Act as a historian

Anneka Gupta: "I try to construct this past knowledge of what had happened and what were the decisions that were made and why were those decisions made, whether they were good or bad." Research past failed projects to understand the context of previous decisions and navigate current resistance.

High-conviction decisions require leaps of faith

Brandon Chu: "Know how to make really, really hard high conviction decisions that actually can't be solved. You got to take a leap of faith and how to do that and bring teams through that type of ambiguity." Some decisions cannot be solved with data - take the leap and maintain high accountability for the choice.

Distinguish decision types

Jeff Bezos: "Type 1 decisions are consequential and irreversible... Type 2 decisions are changeable, reversible." Spend more time on one-way doors. Move fast on reversible decisions.

Disagree and commit

Once a decision is made, the team must commit fully even if individuals disagreed during deliberation. Without commitment, decisions get relitigated endlessly.

Assign a clear decision-maker

Every decision needs a single accountable owner. Frameworks like DACI (Driver, Approver, Contributor, Informed) clarify who makes the call.

Questions to Help Users

  • "Is this a one-way door or a two-way door? How hard would it be to reverse this decision?"
  • "What's the cost of waiting another week to decide? What's the cost of being wrong?"
  • "Who is the single decision-maker here? Does everyone know who that is?"
  • "What information would change your mind? Can you get that information quickly?"
  • "What happened last time the team faced a similar decision?"
  • "If you had to decide right now with the information you have, what would you choose?"

Common Mistakes to Flag

  • Analysis paralysis - Gathering more data when enough information already exists to decide
  • Decision by committee - No clear owner leading to diffused accountability
  • Treating all decisions equally - Applying the same rigor to reversible and irreversible decisions
  • Relitigating decisions - Reopening settled decisions without new information
  • Implicit assumptions - Making gut decisions without documenting the reasoning for later learning

Deep Dive

For all 82 insights from 65 guests, see references/guest-insights.md

Related Skills

  • running-effective-meetings
  • planning-under-uncertainty
  • prioritizing-roadmap

平台分布

Codex

37.53%
按下载量换算3,092

Claude

31.79%
按下载量换算2,619

Cursor

17.14%
按下载量换算1,412

Gemini CLI

8.91%
按下载量换算734

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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