# Inversion Extraction

> Extract constructive insights from worst solutions. Transform failure analysis into innovation directions.

- Skill: `yogsoth-ai/inversion-extraction` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/inversion-extraction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/inversion-extraction/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/inversion-extraction

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# Inversion Extraction

Extract constructive insights from worst solutions.

## Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

## Why Subagent

Inversion extraction requires careful analytical reasoning to transform "why this is bad" into "what the good version implies." Benefits from dedicated focus to avoid superficial inversions and find deep structural insights.

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## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |

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