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Ablation study design v1.0.0
Use this resource to design the ablation studies a paper needs
New
- 448 downloads
- 132 likes
- 176 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install ablation-study-plannerWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginOnce main results hold up, the agent prepares the project context, then drafts an ablation plan with an external reviewer. It checks the feasibility of each study before it is implemented. The plan covers components first, then hyperparameter sensitivity and design-choice comparisons, and assesses coverage.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: context preparation and ablation design
- SKILL.md: plan template covering components, hyperparameters and design choices
Good fit for
- Main results are validated and the paper needs ablations
- A reviewer flagged missing ablations
Not for
Tags
- ablation
- paper
- components
- validation
About
You say
“Plan the ablation studies for my model, starting with the components.”
Skill published by wanshuiyin under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to design the ablation studies a paper needs
- Review and adjust the result
Content preview
Files
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md5 KB
Origin and licence
Listed unmodified
- Author
- wanshuiyin
- Source
- github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/18bceb3c71c638bef58096274e1c9a6d323dbc0a/skills/ablation-planner
- Licence
- MIT
Notice
« ablation-planner » (wanshuiyin, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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