← 返回 Skills 市场
ysskrishna

First Principles Reasoning

作者 Siva Sai · GitHub ↗ · v2026.5.17 · MIT-0
cross-platform ✓ 安全检测通过
105
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install first-principles-reasoning
功能描述
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...
使用说明 (SKILL.md)

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:

  1. Reconstruction target — belief, cost, design, or strategy to ground
  2. 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

  1. Rebuild cannot cite "industry standard" as a premise unless translated into a fundamental (e.g. "buyers require SLA X because regulation Y").
  2. If bedrock is too thin to rebuild, say insufficient grounding and list what evidence would fix it.
  3. 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)
安全使用建议
Do not treat this as a complete install approval: the artifact files were not readable in this run, so a normal review should be repeated once metadata.json and artifact contents can be inspected.
能力评估
Purpose & Capability
No evidence-backed purpose or capability mismatch could be identified from the available review context.
Instruction Scope
No artifact-backed evidence of goal override, hidden instructions, or unsafe automatic execution was available.
Install Mechanism
The requested metadata and artifact directory could not be read due to sandbox command failure, so install provenance and setup behavior were not fully assessed.
Credentials
No artifact-backed evidence of disproportionate environment access was available.
Persistence & Privilege
No artifact-backed evidence of persistence, credential use, or privilege expansion was available.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install first-principles-reasoning
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /first-principles-reasoning 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v2026.5.17
Release version: 2026.5.17
元数据
Slug first-principles-reasoning
版本 2026.5.17
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

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。

💬 留言讨论