Inversion Exercise
Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"
Install
npx skills add https://github.com/VoDaiLocz/kilo-kit-mcp/tree/main/skills/problem-solving/inversion-exercise
claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install vodailocz-kilo-kit-mcp@llmmart
git clone https://github.com/VoDaiLocz/kilo-kit-mcp.git
The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole vodailocz/kilo-kit-mcp collection as a plugin from our marketplace. Git is the plain clone.
Skill manifest
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
Files (kilo-kit-mcp)
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SKILL.md 2 KB
--- 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
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