First Principles Decomposer
What this skill does
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.
First Principles Decomposer is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.
How to install First Principles Decomposer
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
first-principles-decomposerand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add First Principles Decomposer with a single command:
openclaw skills add first-principles-decomposer
This pulls first-principles-decomposer from ClawHub and installs it into ~/.openclaw/skills/first-principles-decomposer/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use First Principles Decomposer
Once installed, First Principles Decomposer activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
first-principles-decomposer-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/first-principles-decomposer/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install First Principles Decomposer?
Install First Principles Decomposer in the OpenClaw Easy desktop app by opening the Skills panel, searching for first-principles-decomposer, and clicking Install. From a terminal you can run: openclaw skills add first-principles-decomposer. Either way the skill is placed in ~/.openclaw/skills/first-principles-decomposer/.
Is First Principles Decomposer free?
Yes. First Principles Decomposer is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does First Principles Decomposer do?
Break any problem down to fundamental truths, then rebuild solutions from atoms up.
Related: more developer tools skills
If First Principles Decomposer looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models