Overview
ablation-planner is an open-source data skill for Claude Code and compatible agents, published by wanshuiyin. Its author describes it as: “Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.”. The project has 15k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/ablation-planner`.
What ablation-planner does
Systematically design ablation studies that answer the questions reviewers will ask. Codex leads the design (reviewer perspective), CC reviews feasibility and implements.
What’s inside
The SKILL.md for ablation-planner is organised into these sections:
- Context: $ARGUMENTS
- When to Use
- Workflow
- Step 1: Prepare Context
- Step 2: Codex Designs Ablations
- Step 3: Parse Ablation Plan
- Step 4: CC Reviews Feasibility
- Step 5: Implement and Run
- Rules
Installation
Add ablation-planner to your agent with:
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/ablation-plannerReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — declared in the repository topics
- Codex — declared in the repository topics
License
ablation-planner is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in wanshuiyin/Auto-claude-code-research-in-sleep, an established project with 14,858 GitHub stars
- Works with Claude Code, Codex
- Actively maintained — repository updated in the last 90 days
Author
Topics
Frequently asked questions
- What does ablation-planner do?
- Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
- How do I install ablation-planner?
- Run git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/ablation-planner in your agent, then reload your skills. Review the source at https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep before installing.
- Is ablation-planner free to use?
- Yes. ablation-planner is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does ablation-planner work with?
- ablation-planner lists Claude Code and Codex — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does ablation-planner come from?
- ablation-planner ships inside wanshuiyin/Auto-claude-code-research-in-sleep, a repository that contains 41 catalogued skills in total. The repository's 14,858 GitHub stars apply to that whole collection, not to this skill on its own.