Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install brycewang-stanford-awesome-agent-skills-for-empirical-research-skills-11-james-traina-compound-science-skills-slfggit clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research.gitcp Awesome-Agent-Skills-for-Empirical-Research/SKILL.MD ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-skills-11-james-traina-compound-science-skills-slfg/SKILL.md--- name: slfg description: Full autonomous research workflow using swarm mode for parallel execution argument-hint: "[research task, estimation problem, or methodological improvement]" disable-model-invocation: true --- Swarm-enabled LFG. Run these steps in order, parallelizing where indicated. Do not stop between steps — complete every step through to the end. ## Sequential Phase 1. `/workflows:brainstorm $ARGUMENTS` **Gate:** must produce a file in `docs/brainstorms/` before proceeding. 2. `/workflows:plan` **Gate:** must produce a file in `docs/plans/` before proceeding. 3. `/workflows:work` — **Use swarm mode**: Break the plan into independent tasks and launch parallel subagents via Task tool to build them concurrently. Each subagent handles one task from the plan. See `references/orchestration-patterns.md` for parallel dispatch patterns. **Gate:** must produce at least one code change (committed or staged) before proceeding. If work fails with no changes, stop and report the failure. ## Parallel Phase After work completes, launch steps 4 and 5 as **parallel swarm agents** (both only need completed code to operate): 4. `/workflows:review` — spawn as background Task agent 5. `/workflows:compound` — spawn as background Task agent Wait for both to complete before finishing. ## Output When all steps are done, output: ``` Research workflow complete. Brainstorm: [brainstorm file path] Plan: [plan file path] Work: [summary of implementation] Review: [summary of findings] Documentation: [docs/solutions/ path if created] ``` Start with step 1 now.