sandgardenhq/sgai/inversion-exercise
Claude Code and agent skill by sandgardenhq/sgai
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Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?". 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.
Install
npx vskill@latest install sandgardenhq/sgai/inversion-exerciseSKILL.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 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
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingcmd/sgai/skel/.sgai/skills/problem-solving/inversion-exercise/SKILL.md
Popularity
- Repository stars
- 126
- Repository forks
- 7
- 7-day trend score
- 24
Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 27 Mar 2026, 7 months ago.
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