AgentSkillsCN

Inversion Exercise

颠覆核心假设，揭示隐藏的约束条件与替代性方案——“如果事实恰恰相反呢？”

SKILL.md
--- frontmatter
name: Inversion Exercise
description: Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"
when_to_use: Stuck on assumptions you can't question. Solution feels forced. "This is how it must be done" thinking. Want to challenge conventional wisdom. Need fresh perspective on problem.
version: 1.0.0

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 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