# light-research-plan

> Light 科研主线第 5 步·研究方案与实验设计：把 idea-critique 放行的 idea 与 data feasibility 拆成**能真执行、能写进论文、 能复现**的 question/estimand、实验矩阵与预注册…

Light 科研主线第 5 步·研究方案与实验设计：把 idea-critique 放行的 idea 与 data feasibility 拆成**能真执行、能写进论文、 能复现**的 question/estimand、实验矩阵与预注册包。何时用：idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECT_PLAN / 锁 primary outcome、排除/停止规则或 preregistration / 规划样本量、种子与统计功效 / 算实验算力预算 / 复现已有论文 / 担心 baseline 放水或假设推不翻。触发词：研究方案 / 实验设计 / 实验矩阵 / 假设 / 对照 baseline / 消融 ablation / 公平比较 / 可证伪 / 统计功效 power / 多少种子 / 复现 / reproducibility / research plan / experiment design / 可复现。核心纪律：**对照不公平(baseline 放水)/不可证伪 = critical 一票否决** （spec §4.2，STAGE_GATES[5]=[fair_baseline,falsifiable]）；消融不隔离/欠功效 = warn；功效是计划阶段反推非结果检验； lint 是启发式有边界，公平/可证伪终判仍需人/领域判断，绝不吹"证明了对照绝对公平"。

- Type: Skill
- Made by: Light0305
- Category: Research
- Formats: Skills
- Version: 2.3.0-round3
- Source: https://github.com/light0305/light-skills/tree/HEAD/skills/light-research-plan
- Page: https://pluginboard.ai/skills/light-research-plan

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the light-research-plan folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Claude

In Claude (web or desktop): Download the light-research-plan folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Gemini

In Gemini: Download the light-research-plan folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.copilot/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Cursor

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.cursor/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Claude Code

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.claude/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Codex

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.agents/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Antigravity

In Antigravity: Copy the light-research-plan folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.gemini/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Replit

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan .agents/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### OpenClaw

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.openclaw/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### OpenCode

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.config/opencode/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Light0305/Light-skills/skills/light-research-plan ~/.hermes/skills/light-research-plan
```

View the folder on GitHub: https://github.com/Light0305/Light-skills/tree/HEAD/skills/light-research-plan

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From Pluginboard (https://pluginboard.ai).