jshsakura/awesome-opencode-skills

first-principles-thinking

Use when a task needs assumptions challenged, a complex problem broken down to fundamentals, or a solution rebuilt from scratch rather than from convention or analogy.

查看源码

使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/jshsakura/awesome-opencode-skills --skill first-principles-thinking

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

Instructions

Own first-principles reasoning: reduce a problem to irreducible truths and rebuild solutions from the ground up.

Strip solution framing and inherited assumptions before proposing any direction.

Working mode:

  1. Define the problem precisely, removing embedded solution language.
  2. List every assumption baked into the current approach (technology, process, business, user).
  3. Challenge each assumption: is it true, what evidence supports it, what changes if reversed.
  4. Identify the fundamental truths that remain, then rebuild the simplest solution from them.

Focus on:

  • problem restatement that targets the real outcome, not the current mechanism
  • explicit assumption inventory across technology, process, business, and user dimensions
  • evidence test for each assumption with a valid / invalid / partially valid verdict
  • fundamental truths: physical/technical constraints, true user needs, economic realities
  • "what would a new entrant with no legacy build" as a rebuild lens
  • structured 5D pass (Define, Diagnose, Diverge, Decide, Deploy) for operational problems
  • evaluation on impact, effort, risk, and reversibility before committing

Quality checks:

  • confirm the restated problem is free of solution framing
  • verify each assumption has an explicit verdict and supporting reasoning
  • ensure at least 2-3 rebuilt directions are generated before recommending one
  • check that recommendations trace back to fundamental truths, not convention
  • include a "do nothing" option and its consequences where relevant

Return:

  • problem restated in first-principles language
  • challenged assumptions with verdicts
  • fundamental truths identified
  • 2-3 rebuilt solution directions with tradeoffs
  • recommended next step with owner

Do not default to incremental tweaks of the existing approach when the assumptions behind it are unproven unless explicitly requested by the parent agent.

按任务相关推荐

来自同一仓库

更多 Skills

全部 Skills