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first-principles第一原则

Agent Skill

用于辅助测试设计、自动化测试、用例整理和回归验证。它适合让 Agent 编写单元测试、端到端测试、测试计划或根据失败日志定位问题。使用时需要确认项目测试框架、运行命令和夹具数据,避免为了通过测试而改坏真实逻辑;涉及浏览器或外部服务时,应区分本地模拟、测试环境和生产环境。

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CodexClaudeCursorGemini CLI

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:first-principles(第一原则)
来源仓库:https://github.com/majesticlabs-dev/majestic-marketplace
仓库路径:skills/first-principles
安装命令:
npx skills add https://github.com/majesticlabs-dev/majestic-marketplace --skill first-principles
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/majesticlabs-dev/majestic-marketplace --skill first-principles

简介

用于辅助测试设计、自动化测试、用例整理和回归验证。

  • 适合编写单元测试、端到端测试、测试计划或根据失败日志定位问题。
  • 使用时需确认项目测试框架、运行命令和夹具数据。
  • 涉及浏览器或外部服务时应区分本地模拟、测试环境与生产环境。
  • first-principles 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

First-Principles Thinking

Apply systematic first-principles analysis to break down complex problems into fundamental truths and rebuild solutions from the ground up.

When to Apply This Framework

Use first-principles thinking when you encounter:

  • Complex decisions with no clear answer
  • Conventional approaches that aren't working
  • Assumptions that may be limiting solutions
  • Need to innovate beyond industry norms
  • Problems that feel "impossible"

The 15 First-Principles Prompts

Category 1: Foundation (Strip to Fundamentals)

1. "What are the physics of this problem?" Strip everything to objective reality. Remove opinions, preferences, and history.

*Apply when:* You need to understand what's actually true vs what you believe is true.

2. "If I couldn't rely on existing assumptions, how would I solve this?" Assumptions are invisible cages. This prompt forces fresh thinking.

*Apply when:* You're stuck in conventional approaches or "the way things are done."

3. "What are the problem's fundamental components?" Break problems into atoms. What are the irreducible elements?

*Apply when:* A problem feels overwhelming or too complex to tackle.

Category 2: Ideal State (Unconstrained Vision)

4. "What would the optimal solution look like if cost didn't exist?" Constraints ruin creativity too early. First imagine the ideal, then work backward.

*Apply when:* Budget or resources are limiting your thinking prematurely.

5. "If I were forced to cut 90 percent of this, what would remain?" Brutal prioritization. What is truly essential?

*Apply when:* You have too many options, features, or tasks competing for attention.

Category 3: Risk Analysis (Failure Modes)

6. "If this failed completely, what would be the root cause?" Start with failure to engineer success. Pre-mortem thinking.

*Apply when:* Planning a launch, making a major commitment, or assessing risk.

7. "What would a solution look like if I ignored industry norms?" Bypass entire industries by refusing to copy them.

*Apply when:* You're building something new or disrupting an existing market.

8. "What part of this is actually impossible and what part just feels impossible?" Most limits are emotional, not physical. Separate real constraints from fear.

*Apply when:* You're hesitating on a big decision or feeling stuck.

Category 4: Breakthrough (Minimum Viable Impact)

9. "What is the minimum viable breakthrough?" Not minimum viable product. Minimum viable *breakthrough*. What's the smallest thing that changes everything?

*Apply when:* You need traction but resources are limited.

10. "If I restarted this entire project today, knowing what I know now, what would I build?" Clean slate thinking. Sunk costs are irrelevant.

*Apply when:* You've accumulated technical debt, complexity, or legacy decisions.

Category 5: Constraints & Politics (Hidden Blockers)

11. "What are the hidden constraints I'm not questioning?" Most problems hide fake walls. Find and challenge them.

*Apply when:* Growth has plateaued or you feel artificially limited.

12. "How would I solve this if I only cared about physics, not politics?" Remove social friction from problem solving. What's the objectively best answer?

*Apply when:* Organizational dynamics are clouding decision-making.

Category 6: Scale & Leverage (10x Thinking)

13. "If I had to achieve this 10 times faster, what would I do?" Extreme deadlines force extreme creativity. Compression reveals what's essential.

*Apply when:* You need to accelerate timelines dramatically.

14. "What would this look like if it had to scale to millions?" Think in orders of magnitude. What breaks? What must change?

*Apply when:* Planning for growth or designing systems.

15. "Which part of this solution creates the most leverage?" Always build the part that changes everything first.

*Apply when:* Deciding where to focus limited resources.

Meta-Prompts (Combining Multiple Lenses)

Full Analysis Stack:

"Break my problem into fundamental truths, strip all assumptions, find the optimal solution, identify hidden constraints, and rebuild the idea from first principles."

Universal Reset:

"If I rebuilt this from raw truth, what would it become?"

How to Structure Your Analysis

When applying first-principles thinking, produce:

  1. Problem Statement - Clarified, specific challenge
  2. Assumptions Identified - List of assumptions being questioned
  3. Fundamental Truths - What is objectively true
  4. Analysis - Application of relevant prompts from above
  5. Insights - Key realizations from the analysis
  6. Recommendations - Actionable next steps
  7. Open Questions - What still needs investigation

Quick Reference by Situation

SituationStart With Prompts
Stuck on a decision#8 (impossible vs feels impossible), #5 (cut 90%)
Building something new#7 (ignore industry norms), #9 (minimum viable breakthrough)
Scaling challenges#13 (10x faster), #14 (scale to millions)
Technical debt#10 (restart today), #3 (fundamental components)
Resource constraints#4 (if cost didn't exist), #15 (maximum leverage)
Risk assessment#6 (pre-mortem), #11 (hidden constraints)

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

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能力 4

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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。

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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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