inversion-thinking
Solve a problem backwards — ask how to guarantee the worst outcome, then avoid all of it. Use when asked to help me not fail at, what could go wrong…
它会碰到什么
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
Inversion Thinking
It's often easier to see how something fails than how it succeeds. So instead of "how do I make this work?", this asks "how would I guarantee it fails?" — then hands you a plan that's just the systematic avoidance of every failure you listed. The disaster is specific; success is vague. Inverting turns a fuzzy goal into a concrete checklist of what not to do.
What This Skill Produces
- The inverted question — "how would I guarantee the worst outcome here?"
- The failure recipe — the specific actions and conditions that would cause the disaster
- The avoidance plan — each failure mode flipped into a concrete "don't / do instead"
- The highest-leverage avoidances — the few failure modes that matter most to prevent
Required Inputs
Ask for these if not provided:
- The goal or project — what you're trying to succeed at
- What "failure" looks like — the outcome you want to avoid
- Where you are — early planning, or fixing something wobbling
- Known risks — anything already worrying you
Framework: Guarantee The Disaster, Then Don't
- Flip the question. Replace "how do I succeed?" with "how would I make absolutely sure this fails?" — the brain answers the negative more concretely.
- Write the failure recipe in detail. List the specific behaviors, decisions, and conditions that would reliably cause the bad outcome. Be vivid and honest.
- Invert each into a rule. Every failure mode becomes a "don't do X / do Y instead" — that's your plan, and it's already actionable.
- Rank by leverage. Some failure modes are catastrophic and likely; prioritize avoiding those over minor ones.
- Notice the ones you're already doing. Inversion often reveals a failure you're currently walking into — flag it.
Output Format
Goal: [what success means] — inverted
To guarantee failure, I would: [the specific failure recipe].
So the plan is to avoid each
| Failure mode | Avoid it by |
|---|---|
Highest-leverage avoidances: [the few that matter most].
Already doing? [any failure mode you're currently walking into].
Quality Checks
- [ ] The question is genuinely inverted (how to fail, not how to succeed)
- [ ] The failure recipe is specific and honest, not vague
- [ ] Each failure mode is flipped into a concrete action
- [ ] The highest-leverage avoidances are identified
- [ ] It flags any failure the person is currently causing
Anti-Patterns
- Just listing success factors — that's not inversion.
- Vague failures ("don't be lazy") instead of specific ones.
- Flipping to platitudes instead of concrete actions.
- Treating all failure modes as equal priority.
Example Trigger Phrases
- "Help me make sure this project doesn't fail."
- "What could go wrong with my launch, and how do I avoid it?"
- "Think about my fitness goal in reverse — how would I guarantee I quit?"
- "How do I avoid screwing up this presentation?"
- "Invert this problem for me."
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它属于哪个仓库
exports/openclaw/inversion-thinking/SKILL.md同一个仓库里的其他技能
同名技能的其他版本
有 3 个不同仓库或目录里都有叫 inversion-thinking 的技能。它们内容并不相同,别混用:
- mohitagw15856/pm-claude-skills — Solve a problem backwards — ask how to guarantee the worst outcome, then avoid all of it.
- mohitagw15856/pm-claude-skills — Solve a problem backwards — ask how to guarantee the worst outcome, then avoid all of it.