---
name: yogsoth-ai-failure-driven-generation
description: "Generate targeted solutions for each identified failure mode, ensuring every failure has at least one proposed mitigation."
license: "Apache-2.0"
metadata:
  decimalai-skill-id: "fc3761de-191a-4283-a3c5-1b9ed4d4b488"
  decimalai-version-id: "6ff66979-9506-4ae0-9bf1-9e2d3281d7f1"
  decimalai-version: "1"
  decimalai-body-sha256: "fdb1fec26174e595a4e655e8cdac3c3dc7cf1beeaf40182d428c77cc8f03a873"
  decimalai-name: "yogsoth-ai/failure-driven-generation"
  decimalai-format: "1"
  decimalai-invocation: "model"
  decimalai-category: "research"
  decimalai-source: "https://app.decimal.ai/s/yogsoth-ai-failure-driven-generation@1/SKILL.md"
---
# Failure-Driven Generation

Generate solutions that specifically target identified failure modes.

## Execution

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

## Why Subagent

Solution generation for failures requires creative thinking constrained by specific failure characteristics. Benefits from dedicated context that can deeply engage with each failure mode's mechanics.

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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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