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设计与多媒体

experiment-design

lingzhi227/agen…h-skills

Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper.

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安装命令

npx skills add https://github.com/lingzhi227/agent-research-skills --skill experiment-design

SKILL.md

Experiment Design

Design structured, progressive experiment plans for research papers.

Input

  • $0 — Research idea, plan, or method description

References

  • 4-stage progressive experiment prompts: ~/.claude/skills/experiment-design/references/stage-prompts.md

Scripts

Generate experiment design

python ~/.claude/skills/experiment-design/scripts/design_experiments.py --plan research_plan.json --output experiment_design.json
python ~/.claude/skills/experiment-design/scripts/design_experiments.py --method "contrastive learning" --task classification --format markdown

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