Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.
ablation-planner
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.
Installation
Add ablation-planner to your agent with:
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/ablation-plannerAlways review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.
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
When to use it
Reach for ablation-planner when you want data help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.
Strengths
- Clear MIT license — safe to read and adapt
- Ships in wanshuiyin/Auto-claude-code-research-in-sleep, an established project with 14,858 GitHub stars
- Actively maintained (recent commits)
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.
- 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.
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