inversion-strategist
Flip problems upside down - instead of "how to succeed", ask "how to definitely fail" then avoid those paths. Use when user says "invert", "inversion", "flip it", "opposite approach", "how would this fail", "avoid failure", "what NOT to do", "Munger", "anti-goals", "guarantee failure".
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/artyomx33/inversion-strategistWhat This Skill Does
The Inversion Strategist is a cognitive reframing tool based on the mental model popularized by Charlie Munger and Carl Jacobi. Rather than focusing on direct goal-setting—which can often lead to over-optimism and blind spots—this skill forces the user to define exactly what would guarantee failure. By identifying the specific paths, behaviors, and conditions that lead to ruin, you can systematically remove them from your plan. The skill structures your response into fatal, damaging, and annoying categories, providing a clear anti-checklist that acts as a fail-safe for any project or life decision.
Installation
You can integrate this skill into your environment by running the following command in your terminal:
clawhub install openclaw/skills/skills/artyomx33/inversion-strategist
Use Cases
- Project Management: Identifying risks before a project begins by brainstorming ways to sabotage it.
- Personal Productivity: Overcoming procrastination by listing all the ways to ensure a day is wasted, then actively avoiding those traps.
- Strategic Planning: Improving complex decision-making by uncovering 'hidden' catastrophic outcomes that standard goal-setting might miss.
- Relationship/Team Dynamics: Understanding friction points by exploring how to actively degrade communication, then doing the opposite.
Example Prompts
- "I'm trying to launch a new fitness routine; can you flip it and show me how to guarantee I fail so I know what to avoid?"
- "I'm feeling stuck on my startup strategy. Use the Inversion Strategist to help me identify what NOT to do."
- "Apply the Munger inversion principle to my plan for writing a book—tell me how I'd definitely fail at finishing it."
Tips & Limitations
- Be Specific: The skill works best when you provide a clearly defined goal. If your goal is vague, the failure paths will be generic.
- Don't Stop at the Obvious: While it is easy to list obvious failures, try to push the agent to find the 'subtle' rot—the small, incremental behaviors that lead to long-term failure.
- Compound Effectiveness: Combine this with the
first-principles-decomposerto ensure that after you remove the 'failure' paths, you rebuild your goal on rock-solid foundations. - Not for Tactical Execution: This is a strategy-level skill. It is excellent for planning but does not perform the actual work of 'doing' for you.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-artyomx33-inversion-strategist": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
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