skills/slfg/SKILL.md
Full autonomous engineering workflow using swarm mode for parallel execution
npx skillsauth add marcusrbrown/systematic slfgInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Swarm-enabled LFG. Run these steps in order, parallelizing where indicated. Do not stop between steps — complete every step through to the end.
ralph-loop skill 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/systematic:deepen-plan
deepen-plan workflow only if the plan is Standard or Deep, touches a high-risk area (auth, security, payments, migrations, external APIs, significant rollout concerns), or still has obvious confidence gaps in decisions, sequencing, system-wide impact, risks, or verificationdeepen-plan workflow, confirm the plan was deepened or explicitly judged sufficiently grounded before moving on/ce:work — Use swarm mode: Make a Task list and launch an army of agent swarm subagents to build the planAfter work completes, launch steps 5 and 6 as parallel swarm agents (both only need code to be written):
/ce:review mode:report-only — spawn as background Task agent/systematic:test-browser — spawn as background Task agentWait for both to complete before continuing.
/ce:review mode:autofix — run sequentially after the parallel phase so it can safely mutate the checkout, apply safe_auto fixes, and emit residual todos for step 8/systematic:todo-resolve — resolve findings, compound on learnings, clean up completed todos/systematic:feature-video — record the final walkthrough and add to PR<promise>DONE</promise> when video is in PRStart with step 1 now.
development
Use when dispatching parallel or serial subagents in OpenCode, coordinating multi-unit plan execution, synthesizing results from independent subagent runs, or handling subagent failure and retry. Triggers on requests to run tasks in parallel, divide work across subagents, orchestrate a pipeline of dependent steps, or coordinate multiple agents without shared-file conflicts.
testing
Use when creating new skills, editing existing skills, or verifying skills work before deployment
testing
Use when creating, editing, auditing, or fixing bundled Systematic skills, especially when authoring SKILL.md files, adding skill reference files, resolving content-integrity frontmatter failures, or deciding which Systematic conventions apply beyond the general writing-skills guidance.
development
Generate or regenerate ONBOARDING.md to help new contributors understand a codebase. Use when the user asks to 'create onboarding docs', 'generate ONBOARDING.md', 'document this project for new developers', 'write onboarding documentation', 'vonboard', 'vonboarding', 'prepare this repo for a new contributor', 'refresh the onboarding doc', or 'update ONBOARDING.md'. Also use when someone needs to onboard a new team member and wants a written artifact, or when a codebase lacks onboarding documentation and the user wants to generate one.