From compound-science
Orchestrates full autonomous research workflow using swarm mode: sequential brainstorm/plan/parallel work, then parallel review/compound. For research tasks, estimations, improvements.
How this skill is triggered — by the user, by Claude, or both
Slash command
/compound-science:slfgThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Swarm-enabled LFG. Run these steps in order, parallelizing where indicated. Do not stop between steps — complete every step through to the end.
Swarm-enabled LFG. Run these steps in order, parallelizing where indicated. Do not stop between steps — complete every step through to the end.
/workflows:brainstorm $ARGUMENTS
Gate: must produce a file in docs/brainstorms/ before proceeding.
/workflows:plan
Gate: must produce a file in docs/plans/ before proceeding.
/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.
After work completes, launch steps 4 and 5 as parallel swarm agents (both only need completed code to operate):
/workflows:review — spawn as background Task agent/workflows:compound — spawn as background Task agentWait for both to complete before finishing.
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.
npx claudepluginhub james-traina/science-plugins --plugin compound-scienceExecutes full autonomous software engineering workflow using swarm mode for parallel planning, coding, review, testing, autofix, todo resolution, and feature video in PR.
Executes full autonomous engineering workflow with swarm-mode parallelization: plans features, builds via agent swarms, parallel reviews/tests/de-slopping, autofixes, learns patterns, resolves todos, records PR video.
Orchestrates a full research-plan-implement pipeline using parallel subagents, each in its own context window, with file artifacts as the communication channel between phases.