majiayu000/claude-skill-registry-data/inversion-exercise

Claude Code and agent skill by majiayu000/claude-skill-registry-data

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

Install

npx vskill@latest install majiayu000/claude-skill-registry-data/inversion-exercise

SKILL.md

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 AssumptionInvertedWhat It Reveals
Cache to reduce latencyAdd latency to enable cachingDebouncing patterns
Pull data when neededPush data before neededPrefetching, eager loading
Handle errors when occurMake errors impossibleType systems, contracts
Build features users wantRemove features users don't needSimplicity >> addition
Optimize for common caseOptimize for worst caseResilience 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

Security

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

Quality evaluation

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