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Catalog all failure modes in a domain, classify them systematically, and generate targeted solutions for each failure type.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill failure-taxonomy命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | failure-taxonomy |
| description | Catalog all failure modes in a domain, classify them systematically, and generate targeted solutions for each failure type. |
| execution | strategy |
| dependencies | {"sops":["coverage-gap-detection","creative-ideation-failure-mode-cataloging","enumeration-synthesis","failure-driven-generation"],"tactics":["gap-driven-generation"]} |
Catalog all failure modes, classify them into a taxonomy, and generate targeted solutions that address each specific failure type.
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 25 | 0 | 0% |
| web-research | 10 | 0 | 0% |
| paper-overview | 25 | 0 | 0% |
| paper-search | 15 | 0 | 0% |
| paper-research | 5 | 0 | 0% |
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
| Tactic | Role |
|---|---|
| gap-driven-generation | Generate solutions from identified failure gaps |
| evaluation-filtering | Score and filter failure-targeted ideas |
| SOP | Role |
|---|---|
| failure-mode-cataloging | Systematically catalog all failure modes |
| failure-driven-generation | Generate targeted solution per failure mode |
| coverage-gap-detection | Detect failure modes without existing solutions |
| enumeration-synthesis | Synthesize failure analysis into idea report |
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| gap-driven-generation | Generate solutions targeting specific coverage gaps — detect gaps, generate failure-driven solutions, and design factor-level experiments. |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| coverage-gap-detection | Detect uncovered regions in the solution space, producing a prioritized gap list. |
| creative-ideation-failure-mode-cataloging | Systematically catalog all failure modes in a domain or method, producing a classified failure taxonomy. |
| enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |
| failure-driven-generation | Generate targeted solutions for each identified failure mode, ensuring every failure has at least one proposed mitigation. |
