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
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
- List core assumptions - What "must" be true?
- Invert each systematically - "What if opposite were true?"
- Explore implications - What would we do differently?
- 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.mdInstalls 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.
Reviews
No reviews yet. Be the first to review this skill.
No signup required
Stats
Creator
JJesse Vincent
@obra