Swarm-enabled version of LFG, running tasks in parallel for faster autonomous engineering.
Install
mkdir -p .claude/skills/slfg-all-the-vibes && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/18726" && unzip -o skill.zip -d .claude/skills/slfg-all-the-vibes && rm skill.zipInstalls to .claude/skills/slfg-all-the-vibes
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Full autonomous engineering workflow using swarm mode for parallel executionKey capabilities
- →Orchestrate sub-agents for parallel task execution
- →Maintain central state for resumability
- →Ensure safe concurrent writes during parallel phases
- →Orchestrate `ce-plan`, `ce-work`, `ce-review` phases in swarm mode
How it works
The skill uses a state helper to track phase completion and artifacts, orchestrating sub-agents in parallel during specific phases while ensuring only the parent records the state to prevent race conditions.
Inputs & outputs
When to use slfg
- →Parallelize multi-step engineering tasks
- →Improve development speed
- →Orchestrate swarm-based automation
About 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.
Run State (resumability + artifact passing)
This workflow is resumable. A tiny helper tracks which phases are done and where each phase's output lives, so re-invoking /slfg continues from the first unfinished phase instead of restarting.
- Helper:
node .github/hooks/scripts/lfg-state.js— commandsinit,bind-plan,done <phase> --run-id <id> [--artifact <repo-relative-path>],status --run-id <id>,run-id-from-plan --plan <path>. It writes.atv/runs/<run-id>/(gitignored, local-only). - On start: derive
RUN_IDfrom an existingdocs/plans/plan viarun-id-from-plan, elseinita provisional id. Runnode .github/hooks/scripts/lfg-state.js status --run-id <RUN_ID>and skip phases alreadydone. - Pass
run:<RUN_ID>to every sub-skill so artifacts co-locate and downstream phases read paths, not full content. - PARENT-ONLY WRITES (concurrency safety): during the Parallel Phase, swarm subagents MUST NOT write run state. Each subagent only returns its artifact path; the parent orchestrator records each
node .github/hooks/scripts/lfg-state.js done <phase> --run-id <RUN_ID> --artifact <path>after the parallel agents join. This avoids races on the state directory. - Re-entry safety:
ce-workMUST run withmode:orchestratedso resume reconciles existing work instead of duplicating commits/PRs. If.atv/runs/is absent, infer progress from the plan, branch, and any open PR.
Sequential Phase
- Optional: If the
ralph-loopskill is available, run/ralph-loop-ralph-loop "finish all slash commands" --completion-promise "DONE". If not available or it fails, skip and continue to step 2 immediately. /ce-plan $ARGUMENTS run:<RUN_ID>— Record the plan file path fromdocs/plans/for steps 4 and 6. Then (parent)node .github/hooks/scripts/lfg-state.js bind-plan --run-id <RUN_ID> --plan <plan-path>andnode .github/hooks/scripts/lfg-state.js done ce-plan --run-id <RUN_ID> --artifact <plan-path>./ce-work mode:orchestrated plan:<plan-path-from-step-2> run:<RUN_ID>— Use swarm mode: Make a Task list and launch an army of agent swarm subagents to build the plan. Then (parent)node .github/hooks/scripts/lfg-state.js done ce-work --run-id <RUN_ID>.
Parallel Phase
After work completes, launch steps 4 and 5 as parallel swarm agents (both only need code to be written). Subagents return artifact paths only — the parent records state after they join:
/ce-review mode:report-only plan:<plan-path-from-step-2> run:<RUN_ID>— spawn as background Task agent/compound-engineering-test-browser run:<RUN_ID>— spawn as background Task agent
Wait for both to complete before continuing. Then (parent) node .github/hooks/scripts/lfg-state.js done test-browser --run-id <RUN_ID> --artifact <report-path>.
Autofix Phase
/ce-review mode:autofix plan:<plan-path-from-step-2> run:<RUN_ID>— run sequentially after the parallel phase so it can safely mutate the checkout, applysafe_autofixes, and emit residual todos for step 7. Then (parent)node .github/hooks/scripts/lfg-state.js done ce-review --run-id <RUN_ID> --artifact <review-artifact-path>.
Finalize Phase
/compound-engineering-todo-resolve— resolve findings, compound on learnings, clean up completed todos. Thennode .github/hooks/scripts/lfg-state.js done todo-resolve --run-id <RUN_ID>./compound-engineering-feature-video— record the final walkthrough and add to PR. Thennode .github/hooks/scripts/lfg-state.js done feature-video --run-id <RUN_ID>.- Output
<promise>DONE</promise>when video is in PR
Start with step 1 now.
When not to use it
- →When subagents write run state directly during parallel phases
- →When re-entering non-`done` phases without `mode:orchestrated`
Limitations
- →Requires parent orchestrator to record state after parallel agents join
- →Requires `ce-work` to run with `mode:orchestrated` for re-entry safety
- →Subagents must not write run state during the Parallel Phase
How it compares
This skill extends the autonomous engineering workflow by enabling parallel execution of tasks using swarm agents, significantly reducing wall-clock time compared to sequential execution.
Compared to similar skills
slfg side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| slfg (this skill) | 0 | 1mo | No flags | Advanced |
| lfg | 0 | 1mo | No flags | Intermediate |
| workflow-automation | 3 | 5mo | Review | Intermediate |
| workflow-execute | 1 | 3mo | Review | Advanced |
Try saying
Example prompts that trigger this skill in your AI assistant.
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