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artyomx33

First Principles Decomposer

by artyomx33 · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
6935
Downloads
17
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install first-principles-decomposer
Description
Break any problem down to fundamental truths, then rebuild solutions from atoms up. Use when user says "firstp", "first principles", "from scratch", "what are we assuming", "break this down", "atomic", "fundamental truth", "physics thinking", "Elon method", "bedrock", "ground up", "core problem", "strip away", or challenges assumptions about how things are done.
Usage Guidance
Before installing, be aware that this skill may activate on common problem-solving phrases and steer answers into a structured first-principles format. Treat examples involving children's photos, face recognition, enrollment data, or scheduling as conceptual only; any real implementation would need explicit consent, privacy controls, retention limits, and legal review.
Capability Analysis
Type: OpenClaw Skill Name: first-principles-decomposer Version: 1.0.0 The skill bundle consists entirely of markdown documentation and metadata, outlining a cognitive process for problem decomposition. The `SKILL.md` instructions for the AI agent are focused solely on analytical tasks (identifying assumptions, breaking down problems, rebuilding solutions) and do not contain any directives for system access, network requests, data exfiltration, or other high-risk behaviors. There is no evidence of prompt injection attempts with malicious intent, executable code, or suspicious external dependencies.
Capability Assessment
✓ Credentials
The skill does not request local files, network access, credentials, tools, or elevated environment authority, which is proportionate to its advisory purpose.
✓ Install Mechanism
No install scripts, executable components, remote fetches, dependencies, or package manager actions were present; the package contains only markdown files.
ℹ Instruction Scope
The trigger list includes broad phrases such as "from scratch" and "break this down", which could cause the skill to be applied more often than a user expects, but the resulting behavior is limited to response framing.
✓ Persistence & Privilege
No memory-writing, background process, scheduled task, profile modification, or persistent privilege mechanism was found.
✓ Purpose & Capability
The artifact consistently describes a first-principles decomposition workflow and related problem-solving frameworks; its capabilities are instructional markdown only.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install first-principles-decomposer
  3. After installation, invoke the skill by name or use /first-principles-decomposer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release - Break problems to fundamental truths, rebuild from atoms. By Artem Tolmachev & Claude.
Metadata
Slug first-principles-decomposer
Version 1.0.0
License —
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is First Principles Decomposer?

Break any problem down to fundamental truths, then rebuild solutions from atoms up. Use when user says "firstp", "first principles", "from scratch", "what are we assuming", "break this down", "atomic", "fundamental truth", "physics thinking", "Elon method", "bedrock", "ground up", "core problem", "strip away", or challenges assumptions about how things are done. It is an AI Agent Skill for Claude Code / OpenClaw, with 6935 downloads so far.

How do I install First Principles Decomposer?

Run "/install first-principles-decomposer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is First Principles Decomposer free?

Yes, First Principles Decomposer is completely free (open-source). You can download, install and use it at no cost.

Which platforms does First Principles Decomposer support?

First Principles Decomposer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created First Principles Decomposer?

It is built and maintained by artyomx33 (@artyomx33); the current version is v1.0.0.

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