fimoklei/pm-ai-playbook/inversion-strategist

Claude Code and agent skill by fimoklei/pm-ai-playbook

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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

npx vskill@latest install fimoklei/pm-ai-playbook/inversion-strategist

SKILL.md

Inversion Strategist

The Core Principle

"Invert, always invert." - Carl Jacobi

Instead of: "How do I achieve X?" Ask: "What would GUARANTEE I DON'T achieve X?" Then: Systematically avoid those things.

The Process

  1. State the goal
  2. Invert it: "What would guarantee failure?"
  3. List failure paths (7-10, obvious AND subtle)
  4. Categorize: Fatal / Damaging / Annoying
  5. Flip to avoidance strategies
  6. Build anti-checklist

Output Format

GOAL: [What you want]
INVERTED: "How would I guarantee failure at [goal]?"
FAILURE PATHS:
🔴 FATAL:
• [Path] → AVOID BY: [Strategy]
🟡 DAMAGING:
• [Path] → AVOID BY: [Strategy]
🟢 ANNOYING:
• [Path] → AVOID BY: [Strategy]
ANTI-CHECKLIST:
â–¡ Never [behavior]
â–¡ Never [behavior]
PRO-CHECKLIST:
â–¡ Always [opposite of failure]
â–¡ Always [opposite of failure]

Charlie Munger Wisdom

"It is remarkable how much long-term advantage people like us have gotten by trying to be consistently not stupid, instead of trying to be very intelligent."

"Tell me where I'm going to die, and I'll never go there."

Integration

Compounds with:

  • first-principles-decomposer → Rebuild from fundamentals after inverting
  • pre-mortem-analyst → Inversion finds paths; pre-mortem stress-tests timeline
  • six-thinking-hats → Black Hat is inversion-lite; combine for thorough analysis

See references/examples.md for Artem-specific inversions

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
42
Repository forks
8
7-day trend score
19

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 25 Sep 2026, a month ago.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

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