Full autonomous research workflow — brainstorm, plan, implement, review, and document
Scanned 9/3/2026
Install to Claude Code
Skills Directorynpx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lfg --agent claude-codeInstalls into .claude/skills of the current project.
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---
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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