Awesome-Agent-Skills-for-Empirical-Research slfg

Full autonomous research workflow using swarm mode for parallel execution

install
source · Clone the upstream repo
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/11-James-Traina-compound-science/skills/slfg" ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-slfg && rm -rf "$T"
manifest: skills/11-James-Traina-compound-science/skills/slfg/SKILL.md
source content

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):

  1. /workflows:review
    — spawn as background Task agent
  2. /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.