AgentSkillsCN

inversion-exercise

颠覆核心假设,揭示隐藏的约束条件与替代方案——“如果事实恰恰相反,会怎样?”

SKILL.md
--- frontmatter
name: inversion-exercise
description: "Flip core assumptions to reveal hidden constraints and alternative approaches - 'what if the opposite were true?'"
last_updated: 2026-01-10
tools_required: []
agent_type: main_agent

Inversion Exercise

Flip every assumption and see what still works.

[GOAL]

Challenge "the only way" by systematically inverting assumptions.

[CONTEXT]

Core principle: Inversion exposes hidden assumptions and alternative approaches.

Use when:

  • "There's only one way to do this"
  • Forcing a solution that feels wrong
  • Can't articulate why an approach is necessary
  • "This is just how it's done"

[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?

[EXAMPLES]

Normal AssumptionInvertedReveals
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

[WORKED 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

[IMPORTANT]

  • Not all inversions work - test boundaries
  • Valid inversions reveal context-dependence
  • Sometimes the opposite IS the answer
  • Question every "must be" statement

See Also

  • [[when-stuck]] - Dispatch to right technique
  • [[collision-zone-thinking]] - Force unrelated concepts together