Claude Cursor opencode Skill

Inversion Exercise

Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"

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Part of vodailocz/kilo-kit-mcp — 142 skills

Install

skills CLI npx skills add https://github.com/VoDaiLocz/kilo-kit-mcp/tree/main/skills/problem-solving/inversion-exercise
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install vodailocz-kilo-kit-mcp@llmmart
Git 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

  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
Files (kilo-kit-mcp)
  • 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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