wanshuiyin/Auto-claude-code-research-in-sleep0°

ablation-planner

仓库创建 2026年3月10日最近提交 5 天前SkillHot 收录 20 天前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

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针对论文投稿阶段，快速生成可验证的消融实验计划

这个 Skill 做什么

系统化设计可回答审稿人问题的消融研究方案

从审稿人角度系统化设计消融实验，把要验证的变量、对照组、实验流程和预期指标列成可执行计划，适合主要结果已部分支撑主张但需要补强实验时用。能给出优先级、可行性评估和实施建议，方便回应审稿意见或补实验。

▸ 展开 SKILL.md 英文原文

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.

研究检索消融研究实验设计学术写作通用

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# Ablation Planner

Systematically design ablation studies that answer the questions reviewers will ask. Codex leads the design (reviewer perspective), CC reviews feasibility and implements.

## Context: $ARGUMENTS

## When to Use

- Main results pass `/result-to-claim` with claim_supported = yes or partial
- User explicitly requests ablation planning
- `/auto-review-loop` reviewer identifies missing ablations

## Workflow

### Step 1: Prepare Context

CC reads available project files to build the full picture:
- Method description and components (from `idea-stage/docs/research_contract.md`, legacy `docs/research_contract.md`, or project CLAUDE.md)
- Current experiment results (from EXPERIME

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