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lfg

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

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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lfg

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Use lfg to Carry out the documented research workflow for [research task] through brainstorm, plan, work, review, and compound. Require the brainstorm file before planning and the plan file before work; stop and report if either gate fails, retain failed-review findings, and do not deploy or publish.

Required inputs

  • [research task]

User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗

SKILL.md

name: lfgdescription: Full autonomous research workflow — brainstorm, plan, implement, review, and documentargument-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.