Productivity & Automationlow risk

n-inversion-filter

Invert a plan to expose failure paths. Use when explicitly invoked.

thepraggyverse/naval·skills/n-inversion-filter/SKILL.md

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手動放置目錄.claude/skills/n-inversion-filterOfficial docs ↗

匯入目前專案.agents/skills/n-inversion-filter

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Native Gemini CLIgemini skills install https://github.com/thepraggyverse/naval.git --scope workspace --path skills/n-inversion-filter

手動放置目錄.agents/skills/n-inversion-filterOfficial docs ↗

⚠ 安裝指令使用開源 skills CLI。執行前請檢查來源、腳本與權限。

Skill 指令

在 GitHub 查看原始檔案 ↗

# Naval Inversion Filter

## Purpose

Find what will fail, what to avoid, and which mistakes matter most.

## Read First

- `references/concept.md`

Read only the files needed for the current request.
All runtime references are local to this skill so the folder can be copied independently.

## Workflow

1. Define failure precisely across result, timing, cost, and ethics.
2. Generate internal, external, and interaction failure causes.
3. Rank causes by likelihood, impact, detectability, and reversibility.
4. Convert the top causes into removals, guardrails, monitors, and stop conditions.

## Output

Return these checkable fields:

- Failure definition
- Ranked failure paths
- Preventive removals
- Early warnings
- Stop conditions

## Boundaries

Use n-risk-of-ruin when catastrophic survival risk is central; inversion also covers ordinary failure.

Paraphrase by default and do not reproduce long passages from the book.
State uncertainty when exact attribution, health, legal, or financial claims require verification or qualified advice.

## Example

User: "How could this fail?"

Assistant: Use the workflow above and return failure definition, ranked failure paths, preventive removals.