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在 OpenClaw 中安装
/install first
功能描述
Think from first principles instead of analogy. Break problems into fundamental truths, challenge assumptions, and rebuild better solutions from scratch.
使用说明 (SKILL.md)
Firstprinciples thinking
A local-first reasoning skill for breaking complex problems down to their most fundamental truths and rebuilding solutions from the ground up.
Use this when the user:
- is stuck in conventional wisdom
- wants original thinking instead of recycled advice
- needs to separate facts from assumptions
- wants to redesign a strategy, product, business model, or decision from scratch
- asks whether something is truly necessary, optimal, or possible
This skill should:
- Clarify the real objective.
- Surface explicit and hidden assumptions.
- Separate facts from analogies, conventions, and defaults.
- Break the problem into irreducible components.
- Identify real constraints, variables, and tradeoffs.
- Reconstruct a better solution from the ground up.
- Deliver a practical answer with clear next actions.
Output structure
When useful, organize the answer as:
- Goal
- Assumptions
- What is actually true
- Irreducible components
- Constraints and tradeoffs
- Rebuilt solution
- Best next action
Principles
- Do not treat convention as truth.
- Do not treat common practice as proof.
- Do not treat analogy as understanding.
- Start from what must be true.
- Rebuild toward something usable.
- Stay grounded in the user's real goal.
Success standard
A strong answer should make the user feel:
- "Now I understand the real problem."
- "These assumptions were weaker than I thought."
- "This solution is more fundamental and more original."
- "I can actually act on this."
安全使用建议
This skill appears coherent and self-contained. Before enabling: (1) be aware it will create and persist data under ~/.openclaw/workspace/memory/firstprinciples (cases.json, patterns.md, case_index.md, and an exports folder); do not submit sensitive secrets or personally identifying content as problem text if you don't want it stored. (2) If desired, inspect the packaged Python files (scripts/lib/storage.py and scripts/lib/reasoning.py) to confirm behavior or change the STORAGE_DIR path. (3) Because it can be invoked by the agent, consider whether you want the agent to run it autonomously; the skill itself does not perform network I/O or request credentials.
功能分析
Type: OpenClaw Skill
Name: first
Version: 1.1.0
The skill bundle implements a structured framework for 'First Principles Thinking' by providing tools to analyze problems, extract assumptions, and rebuild solutions. All operations are local, involving keyword-based text analysis and file I/O within the designated OpenClaw workspace directory (~/.openclaw/workspace/memory/firstprinciples). There is no evidence of data exfiltration, network activity, malicious execution, or prompt injection intended to subvert the agent's safety.
能力评估
Purpose & Capability
The name/description (first-principles reasoning) align with the provided Python scripts: reasoning heuristics, case creation, scoring, listing, exporting, and local pattern promotion. The files implement the declared functionality and there are no unrelated dependencies or unexplained external-service credentials.
Instruction Scope
The SKILL.md is scoped to reasoning tasks and does not instruct any network calls or access to unrelated system paths. However, the included scripts persist data (cases, patterns, exports) to disk; SKILL.md calls this a 'local-first' skill but does not explicitly enumerate the storage behavior (see storage path below). The skill does not read other user config or secrets.
Install Mechanism
There is no install spec or remote download. All code is packaged with the skill; nothing will be pulled from external URLs during install.
Credentials
The skill requests no environment variables or credentials. Its only privileged action is writing files under the user's home directory (no access to system-level credentials or unrelated service tokens).
Persistence & Privilege
The skill creates and updates files under ~/.openclaw/workspace/memory/firstprinciples (cases.json, patterns.md, case_index.md, exports). always is false and autonomous invocation is allowed (platform default). Persisting user-provided problem text locally is expected behavior but is important to note for sensitive data.
如何使用
- 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 - 安装完成后，直接呼叫该 Skill 的名称或使用
/first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
版本历史
v1.1.0
- Added knowledge resources on case patterns, anti-patterns, boundaries, and heuristics.
- Expanded reasoning engine and schema handling in core scripts.
- Improved logic for analyzing problems and exporting case data.
- Updated storage and reasoning modules for better structure and extensibility.
v1.0.0
Firstprinciples thinking 1.0.0
- Initial release with a structured, local-first approach to problem-solving using first principles.
- Guides users to clarify goals, surface assumptions, and break issues into fundamental components.
- Provides a step-by-step method to separate facts from conventions and rebuild solutions from the ground up.
- Includes a clear output structure and practical next actions for original, actionable solutions.
元数据
常见问题
Firstprinciples thinking 是什么？
Think from first principles instead of analogy. Break problems into fundamental truths, challenge assumptions, and rebuild better solutions from scratch. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 274 次。
如何安装 Firstprinciples thinking？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install first」即可一键安装，无需额外配置。
Firstprinciples thinking 是免费的吗？
是的，Firstprinciples thinking 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Firstprinciples thinking 支持哪些平台？
Firstprinciples thinking 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 Firstprinciples thinking？
由 AGIsearch（@agisearch）开发并维护，当前版本 v1.1.0。
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