/install first-principles-reasoning
First Principles Thinking
Question inherited baggage. Rebuild only from bedrock you can defend.
How to run it with this skill: one clearly headed section per step in this order: Surface → Question → Bedrock → Rebuild → Implications.
Setup (run before starting)
In one short block:
- Reconstruction target — belief, cost, design, or strategy to ground
- Default pass — Surface → Question → Bedrock → Rebuild → Implications (state this line)
If immutable constraints (physics, law, budget) are unclear, ask at most 3 questions in one message, then proceed. Note unknowns or working guesses in plain language (no bracket tags in Setup).
The Steps
Surface
State the conventional answer or analogy people rely on. List loaded words or hidden comparisons ("like Uber for…").
Question
For each major assumption: Assumption: … — Why believed? (authority, analogy, experience) — What if false?
Bedrock
List fundamental truths that survive scrutiny — physics, logic identities, legal musts, documented preferences of real users, arithmetic. Label each [FUNDAMENTAL] vs [STILL ASSUMPTION].
Prefer three or more honest bedrock items when that is credible; if fewer are honest, say why in one line.
Rebuild
From only [FUNDAMENTAL] items, derive conclusions in numbered steps. No smuggled analogies; if you need a new premise, add it to Bedrock first with a tag.
Implications
So what for decisions: what changes vs the conventional path? Cost of being wrong if a tagged assumption fails.
Add a short vs convention contrast (a few bullets or a two-column mini-summary) if it clarifies the decision.
Execution Rules
- Rebuild cannot cite "industry standard" as a premise unless translated into a fundamental (e.g. "buyers require SLA X because regulation Y").
- If bedrock is too thin to rebuild, say insufficient grounding and list what evidence would fix it.
- Avoid faux profundity; keep steps short and checkable.
Checklist (verify before responding)
- Setup: reconstruction target + default pass
- Surface names convention or analogy explicitly
- Question step ties assumptions to why held
- Bedrock uses
[FUNDAMENTAL]/[STILL ASSUMPTION] - Rebuild chain only uses fundamentals
- Implications name what changes vs convention (and vs-contrast if helpful)
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install first-principles-reasoning - 安装完成后,直接呼叫该 Skill 的名称或使用
/first-principles-reasoning触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
First Principles Reasoning 是什么?
Use this skill when the user asks for first-principles thinking or first principles (including naming them or directing use/apply/run with obvious misspellin... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 105 次。
如何安装 First Principles Reasoning?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install first-principles-reasoning」即可一键安装,无需额外配置。
First Principles Reasoning 是免费的吗?
是的,First Principles Reasoning 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
First Principles Reasoning 支持哪些平台?
First Principles Reasoning 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 First Principles Reasoning?
由 Siva Sai(@ysskrishna)开发并维护,当前版本 v2026.5.17。