/exp-design
CommunityDesign rigorous ablation experiments for ideas
Education & Research#experiment design#sensitivity analysis#research planning#ablation study#wiki orchestration#multi-seed validation
Authorduany049
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you turn an idea into a complete, rigorous experiment suite that can validate mechanisms rather than just report outcomes.
Core Features & Use Cases
- Non-linear experiment design: generates method candidates, selects benchmarks/metrics, and runs an ablation loop that can trigger simplification and re-planning.
- Full experiment suite planning: covers ablation, sensitivity analysis, main validation, optional generalization, and deep analysis of intermediate quantities.
- Reproducible wiki artifacts: produces structured experiment pages, a master design report, and updates graph edges and idea linking for downstream execution.
Quick Start
Run the /exp-design skill with an idea slug to generate a staged experiment suite and design documents ready for execution.
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: /exp-design Download link: https://github.com/duany049/multi-skill-orchestration/archive/main.zip#exp-design Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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