Ablation Brainstorm
CommunityAblation-inspired ideation from SOTA components
AuthorPthahnix
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Ablation Brainstorm helps researchers and AI engineers systematically decompose SOTA (state-of-the-art) approaches into modular components and generate ablation-inspired ideas to assess which parts drive performance.
Core Features & Use Cases
- Orchestrates ablation-inspired ideation by decomposing SOTA components into modular parts.
- Integrates with dare-agents to execute the ablation_brainstorm tool and evaluate variants.
- Produces a structured AblationBrainstormResult containing sotaDecomposition[] and variants[] for downstream analysis.
Quick Start
Provide sotaComponents and context to initiate the ablation brainstorming process.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Ablation Brainstorm Download link: https://github.com/Pthahnix/De-Anthropocentric-Research-Engine/archive/main.zip#ablation-brainstorm Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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