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/lfg

Full autonomous research workflow — brainstorm, plan, implement, review, and document

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auto-empirical-research-skills
5k200 skills

Claude Code

$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lfg --agent claude-code

SKILL.md

lfg.SKILL.md
name: lfg
description: Full autonomous research workflow — brainstorm, plan, implement, review, and document
argument-hint: "[research task, estimation problem, or methodological improvement]"
disable-model-invocation: true

Run these 5 slash commands in order. Do not do anything else. Do not stop between steps — complete every step through to the end.

1. `/workflows:brainstorm $ARGUMENTS` 2. `/workflows:plan` 3. `/workflows:work` 4. `/workflows:review` 5. `/workflows:compound`

**Hard gates:**

  • Step 2 must not start until step 1 has written a file to `docs/brainstorms/`. If brainstorm produced no file, stop and report.
  • Step 3 must not start until step 2 has written a file to `docs/plans/`. If plan produced no file, stop and report.
  • Steps 4 and 5 run on whatever step 3 produced. A failed review does not block compound.

Start with step 1 now.

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Repo: brycewang-stanford/Auto-Empirical-Research-Skills

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## 🔥 力荐 · StatsPAI — Stata 与 R 的 Python 平替，为 AI Agent 而生 🔁 Stata / R 平替：reghdfe、csdid、rdrobust、synth、fixest、did 等常用命令在 Python 中一站式替代，一个 import statspai as sp 搞定 DID / RD / IV / SCM / DML / matching 🤖 面向 Agent 设计：结构化结果对象 + 内置 MCP Server，Claude / Codex

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Questions about lfg.

Which coding agents can use lfg?
lfg installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.