decision-mental-models
Apply the most relevant mental models (First Principles, Inversion, Second-Order Thinking, Occam's Razor, and 16 others) to any problem or decision, surfaces non-obvious insights by explicitly matching and working through 2-3 models per query.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/arbazex/decision-mental-modelsWhat This Skill Does
The decision-mental-models skill acts as a cognitive architect for your thought process. Rather than providing generic advice or simplistic solutions, this agent applies a rigorous, structured analytical framework to your most complex problems. By selecting 2-3 specific mental models—such as First Principles, Inversion, or Second-Order Thinking—the agent strips away your initial biases, surfaces hidden variables, and highlights non-obvious insights. It transforms 'gut-feeling' decisions into evidence-based strategic maneuvers.
Installation
To integrate this skill into your OpenClaw environment, run the following command in your terminal:
clawhub install openclaw/skills/skills/arbazex/decision-mental-models
Use Cases
- Strategic Pivot: When you are at a crossroads in your business or career and need to move beyond intuitive reasoning.
- Risk Mitigation: When you need to stress-test an upcoming project plan for blind spots or hidden assumptions.
- Complex Dilemmas: When a situation feels emotionally loaded or you are running in circles, this skill helps decouple the emotion from the structural logic of the problem.
- Learning & Mastery: When you feel stuck in a plateau and need to understand the underlying mechanics of a subject to improve your approach.
Example Prompts
- "I'm trying to decide if I should leave my stable corporate job to join a Series A startup. I feel like I'm stuck between playing it safe and missing an opportunity. How should I think about this?"
- "My team has been stuck on a project for three weeks and we keep missing our milestones. I feel like we are making progress, but the results say otherwise. Can you help me audit our current strategy?"
- "I have two very different paths for my personal growth this year: mastering a technical skill versus focusing on networking and public speaking. I'm having trouble seeing the long-term trade-offs. What am I missing?"
Tips & Limitations
- Be Specific: The quality of the analysis depends on the context you provide. Vague prompts lead to generic answers.
- One Question Policy: If you provide too little detail, the agent is instructed to ask only one clarifying question. Be prepared to answer it clearly to get the best result.
- No Advice: This is a thinking tool, not an oracle. It surfaces the structure of your decision, but the final choice remains yours to make.
- Not for Factuals: Do not use this for trivia or research. It is designed for nuanced decision-making, not data retrieval.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-arbazex-decision-mental-models": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
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