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running-decision-processes运行决策过程

Agent Skill

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。

总安装

23,520

周安装

1,043

GitHub Stars

734

下载量

8,240
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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: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

简介

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

SKILL.md

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

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

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

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Snyk

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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

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