TopRank Skills

Home / Claw Skills / Others / first-principles-decomposer
Official OpenClaw rules 15%

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.

Stars

0

Installs

0

Status

ACTIVE

Visibility

PUBLIC

安装方式

直接复制以下提示词,发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店,若未安装,请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店,然后安装 first-principles-decomposer 技能。 若已安装,则直接安装 first-principles-decomposer 技能。

Overview

Skill Key
artyomx33/first-principles-decomposer
Author
artyomx33
Source Repo
openclaw/skills
Version
-
Source Path
skills/artyomx33/first-principles-decomposer
Latest Commit SHA
10f8db5152852d46c7827467235c3d2bc56ec538

Extracted Content

SKILL.md excerpt

# First Principles Decomposer

## When To Use
- Designing new products or features
- Feeling stuck on a complex problem
- Existing solutions seem overcomplicated
- Need to challenge assumptions
- Starting any new project or initiative

## The Process

### Phase 1: Identify Assumptions
Ask: "What am I assuming to be true that might not be?"
List every assumption embedded in the current approach.

### Phase 2: Break to Atoms
For each assumption, ask: "What is the most fundamental truth here?"
Keep asking "why?" until you hit bedrock facts.

### Phase 3: Rebuild From Truth
Starting ONLY from verified fundamentals, ask:
"What's the simplest solution that addresses the core need?"

## Interactive Flow

When user invokes this skill:

1. **Clarify the problem** (1-2 questions max)
2. **Surface assumptions** - list what's being taken for granted
3. **Decompose to fundamentals** - show the atomic truths
4. **Rebuild solution** - construct from ground up
5. **Compare** - show how this differs from conventional approach

## Output Format

```
PROBLEM: [stated problem]

ASSUMPTIONS IDENTIFIED:
1. [assumption] → Challenge: [why this might be wrong]
2. [assumption] → Challenge: [why this might be wrong]

FUNDAMENTAL TRUTHS:
• [bedrock fact 1]
• [bedrock fact 2]
• [bedrock fact 3]

REBUILT SOLUTION:
[New approach built only from fundamentals]

VS CONVENTIONAL:
[How this differs from the obvious approach]
```

## Example Triggers
- "Break down our parent communication problem from first principles"
- "I want to rethink how we do [X] from the ground up"
- "What are we assuming about [problem] that might be wrong?"

## Integration

This skill compounds with:
- **inversion-strategist** - After rebuilding from fundamentals, invert to find what would guarantee failure of the new approach
- **second-order-consequences** - Project downstream effects of implementing the rebuilt solution
- **pre-mortem-analyst** - Stress-test the rebuilt solution by imagining its failure
- **six-thinking-ha...

Related Claw Skills

capt-marbles

Task Router Skill

★ 0

Task Router

captchasco

captchas-openclaw

★ 0

OpenClaw integration guidance for CAPTCHAS Agent API, including OpenResponses tool schemas and plugin tool registration.

carol-gutianle

Modelready

★ 0

name: modelready description: Start using a local or Hugging Face model instantly, directly from chat. metadata: {"openclaw":{"requires":{"bins": "bash", "curl" }, "env": "URL" }}

cartoonitunes

Ethereum History

★ 0

Read-only factual data about historical Ethereum mainnet contracts. Use when the user asks about a specific contract address, early Ethereum contracts, deployment era, deployer, bytecode, decompiled code, or documented history (what a contract is and is not). Data is non-opinionated and includes runtime bytecode, decompiled code, and editorial history when available. Base URL https://ethereumhistory.com (or set BASE_URL for local/staging).

cassh100k

agent-dna

★ 0

Portable agent identity encoding. Compress SOUL.md/MEMORY.md into transferable DNA fingerprints, detect identity drift between snapshots, and port personality across platforms (OpenClaw, Claude, GPT, CrewAI). Pure Python, zero dependencies. Use when migrating agents between platforms, detecting personality drift, or backing up agent identity.

camopel

storage-cleanup

★ 0

One-command disk cleanup for macOS and Linux — trash, caches, temp files, old kernels, snap revisions, Homebrew, Docker, and Xcode artifacts. Use when user asks to free storage, clean up disk, reclaim space, reduce disk usage, or encounters low disk / "disk full" warnings. Safe by default with dry-run mode. No dependencies beyond bash and awk.