ablation-brainstorm
Remove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
适合你，如果需要在复杂系统中找出隐藏的依赖关系并优化结构
npx oh-my-skill add yogsoth-ai/de-anthropocentric-research-engine/ablation-brainstormcurl -fsSL https://oh-my-skill.com/install.sh | bash -s -- yogsoth-ai/de-anthropocentric-research-engine/ablation-brainstormnpx oh-my-skill verify yogsoth-ai/de-anthropocentric-research-engine/ablation-brainstorm怎么用
商店整理自技能原文 · 版本 59ace64 · 表述以原文为准Claude会逐步移除系统组件，观察每次移除后的变化，从而发现组件间的依赖关系，并利用这些洞察生成新想法。
当需要分析复杂系统的内部依赖关系，或者基于结构空白进行头脑风暴时。
技能原文 SKILL.md
Ablation Brainstorm
Systematically remove components from a system one by one, observe what changes, and use the resulting insights to generate novel ideas.
State Ledger
| Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 20 | 0 | 0% | | web-research | 5 | 0 | 0% | | paper-overview | 20 | 0 | 0% | | paper-search | 12 | 0 | 0% | | paper-research | 5 | 0 | 0% |
HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
Available Tactics
| Tactic | Role | |--------|------| | coverage-analysis | Ensure all components are ablated | | evaluation-filtering | Score and filter ablation-derived ideas |
Available SOPs
| SOP | Role | |-----|------| | ablation-execution | Remove components one by one, record responses | | dependency-identification | Extract dependency graph from ablation results | | enumeration-synthesis | Synthesize ablation insights into idea report |
Execution Guidance
- Decompose: List all components of the target system
- Ablate: Run ablation-execution — remove each component, record effects
- Analyze: Run dependency-identification to find critical dependencies
- Ideate: For each critical dependency, ask "what if this were replaced/eliminated/redesigned?"
- Filter: Apply evaluation-filtering to rank generated ideas
- Synthesize: Produce structured report via enumeration-synthesis
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Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | coverage-analysis | Systematic coverage evaluation pipeline — benchmark inventory, method-problem crossing, and intersection evaluation to map explored vs unexplored solution space. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use | | --- | --- | | ablation-execution | Remove components one by one from a system, record the response/impact of each removal. | | dependency-identification | Identify critical dependencies from ablation results, producing a dependency graph and highlighting critical components. | | enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |
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