lfg

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Full autonomous engineering workflow

nota-america By nota-america schedule Updated 6/10/2026

name: lfg description: Full autonomous engineering workflow argument-hint: "[feature description]" disable-model-invocation: true

CRITICAL: You MUST execute every step below IN ORDER. Do NOT skip any required step. Do NOT jump ahead to coding or implementation. The plan phase (step 2) MUST be completed and verified BEFORE any work begins. Violating this order produces bad output.

  1. Optional: If the 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.

  2. /ce:plan $ARGUMENTS

    GATE: STOP. If ce:plan reported the task is non-software and cannot be processed in pipeline mode, stop the pipeline and inform the user that LFG requires software tasks. Otherwise, verify that the ce:plan workflow produced a plan file in docs/plans/. If no plan file was created, run /ce:plan $ARGUMENTS again. Do NOT proceed to step 3 until a written plan exists. Record the plan file path — it will be passed to ce:review in step 4.

  3. /ce:work

    GATE: STOP. Verify that implementation work was performed - files were created or modified beyond the plan. Do NOT proceed to step 4 if no code changes were made.

  4. /ce:review mode:autofix plan:<plan-path-from-step-2>

    Pass the plan file path from step 2 so ce:review can verify requirements completeness.

  5. /compound-engineering:todo-resolve

  6. /compound-engineering:test-browser

  7. /compound-engineering:feature-video

  8. Output <promise>DONE</promise> when video is in PR

Start with step 2 now (or step 1 if ralph-loop is available). Remember: plan FIRST, then work. Never skip the plan.

Install via CLI
npx skills add https://github.com/nota-america/forgecat-agent-profiles --skill lfg
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