Assumption Inversion Framework is a research claude skill built by Jesse Vincent. Best for: Product managers, engineers, and strategists use this when stuck on assumed constraints to uncover unconventional solutions and hidden opportunities..

What it does
Flip core assumptions systematically to expose hidden constraints and discover alternative solutions.
Category
research
Created by
Jesse Vincent
Last updated
Claude Skillresearch GitHub-backed CuratedintermediateClaude Code

Assumption Inversion Framework

Flip core assumptions systematically to expose hidden constraints and discover alternative solutions.

Skill instructions


name: Inversion Exercise description: Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?" when_to_use: when stuck on unquestioned assumptions or feeling forced into "the only way" to do something version: 1.1.0

Inversion Exercise

Overview

Flip every assumption and see what still works. Sometimes the opposite reveals the truth.

Core principle: Inversion exposes hidden assumptions and alternative approaches.

Quick Reference

| Normal Assumption | Inverted | What It Reveals | |-------------------|----------|-----------------| | Cache to reduce latency | Add latency to enable caching | Debouncing patterns | | Pull data when needed | Push data before needed | Prefetching, eager loading | | Handle errors when occur | Make errors impossible | Type systems, contracts | | Build features users want | Remove features users don't need | Simplicity >> addition | | Optimize for common case | Optimize for worst case | Resilience patterns |

Process

  1. List core assumptions - What "must" be true?
  2. Invert each systematically - "What if opposite were true?"
  3. Explore implications - What would we do differently?
  4. Find valid inversions - Which actually work somewhere?

Example

Problem: Users complain app is slow

Normal approach: Make everything faster (caching, optimization, CDN)

Inverted: Make things intentionally slower in some places

  • Debounce search (add latency → enable better results)
  • Rate limit requests (add friction → prevent abuse)
  • Lazy load content (delay → reduce initial load)

Insight: Strategic slowness can improve UX

Red Flags You Need This

  • "There's only one way to do this"
  • Forcing solution that feels wrong
  • Can't articulate why approach is necessary
  • "This is just how it's done"

Remember

  • Not all inversions work (test boundaries)
  • Valid inversions reveal context-dependence
  • Sometimes opposite is the answer
  • Question "must be" statements

Use this skill

Most skills are portable instruction packages. Claude Code supports SKILL.md directly. Other agents can use adapted files like AGENTS.md, .cursorrules, and GEMINI.md.

Claude Code

Save SKILL.md into your Claude Skills folder, then restart Claude Code.

mkdir -p ~/.claude/skills/assumption-inversion-framework && curl -L "https://raw.githubusercontent.com/obra/superpowers-skills/HEAD/skills/problem-solving/inversion-exercise/SKILL.md" -o ~/.claude/skills/assumption-inversion-framework/SKILL.md

Installs to ~/.claude/skills/assumption-inversion-framework/SKILL.md.

Use cases

Product managers, engineers, and strategists use this when stuck on assumed constraints to uncover unconventional solutions and hidden opportunities.

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Stats

Installs0
GitHub Stars638
Forks145
LicenseMIT License
UpdatedMar 25, 2026