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Skills/everyinc/compound-engineering-plugin/lfg
lfg logo

lfg

everyinc/compound-engineering-plugin
2K installs21K stars
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Installation

npx skills add https://github.com/everyinc/compound-engineering-plugin --skill lfg

Summary

Run the full autonomous engineering pipeline end-to-end (plan, work, code review, test, commit, push, open PR, watch CI, fix CI failures until green). Use only when the user explicitly requests hands-off execution of a software task and provides a feature description; do not auto-route casual conversation here.

SKILL.md

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 1) MUST be completed and verified BEFORE any work begins. Violating this order produces bad output.

When invoking any skill referenced below, resolve its name against the available-skills list the host platform provides and use that exact entry. Some platforms list skills under a plugin namespace (e.g., compound-engineering:ce-plan); others list the bare name. Invoking a short-form guess that isn't in the list will fail — always match a listed entry verbatim before calling the Skill/Task tool.

  1. Invoke the ce-plan skill with $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, invoke ce-plan again with $ARGUMENTS. Do NOT proceed to step 2 until a written plan exists. Record the plan file path — it will be passed to ce-code-review in step 3.

  1. Invoke the ce-work skill.

GATE: STOP. Verify that implementation work was performed - files were created or modified beyond the plan. Do NOT proceed to step 3 if no code changes were made.

  1. Invoke the ce-code-review skill with mode:autofix plan:<plan-path-from-step-1>.

Pass the plan file path from step 1 so ce-code-review can verify requirements completeness. Read the Residual Actionable Work summary the skill emits.

  1. Persist review autofixes (REQUIRED after step 3, before residual handoff)

Check git status --short. If ce-code-review mode:autofix changed files, stage only those review-fix files, commit them with fix(review): apply autofix feedback, and push the current branch before continuing. If an upstream exists, run git push. If no upstream exists, resolve a writable remote dynamically: prefer origin when present, otherwise use git remote and choose the first configured remote. Then run git push --set-upstream <remote> HEAD. Do not proceed to step 5, run browser tests, or output DONE while review autofix edits remain only in the working tree. If no files changed, explicitly note that there were no review autofixes to persist.

  1. Autonomous residual handoff (only when step 3 reported one or more residual downstream-resolver findings; skip when it reported Residual actionable work: none.)

Do not prompt the user. This step embraces the autopilot contract: residuals must become durable before DONE, but the agent never stops to ask.

  1. Load references/tracker-defer.md in non-interactive mode. Pass the residual actionable findings from step 3's summary (or the run artifact when the summary was truncated).
  2. Collect the structured return: { filed: [...], failed: [...], no_sink: [...] }.
  3. Compose a ## Residual Review Findings markdown section from the structured return:
  • For each item in filed: a bullet with severity, file:line, title, and a link to the tracker ticket URL.
  • For each item in failed: a bullet with severity, file:line, title, and the failure reason (e.g., Defer failed: gh returned 401 — tracker unavailable).
  • For each item in no_sink: a bullet with severity, file:line, and title inlined verbatim so the PR body or fallback file is the durable record.
  1. Detect the current branch's open PR without prompting:
      gh pr view --json number,url,body,state
  1. If an open PR exists, update it directly with gh; do not load any confirmation-driven PR update skill. Append or replace the ## Residual Review Findings section in the current PR body, write the new body to an OS temp file, then run:
      gh pr edit PR_NUMBER --body-file BODY_FILE
  1. If no open PR exists, create a tracked fallback file at docs/residual-review-findings/<branch-or-head-sha>.md containing the composed section and the source PR-review run context. Stage only that file, commit it with docs(review): record residual review findings, and push the current branch. If an upstream exists, run git push. If no upstream exists, resolve a writable remote dynamically: prefer origin when present, otherwise use git remote and choose the first configured remote. Then run git push --set-upstream <remote> HEAD. This is the durable no-PR sink. Do not output DONE until either the existing PR body has been updated or this fallback file commit has been pushed. If both paths fail, stop and report the failed commands; do not silently proceed.

Never block DONE on tracker filing failures once residuals have been durably recorded. A no_sink outcome is success only when the findings are present in the PR body or in the pushed fallback file.

  1. Invoke the ce-test-browser skill with mode:pipeline.
  1. Invoke the ce-commit-push-pr skill.

This commits any remaining changes, pushes the branch, and opens a pull request. If step 5 already opened a PR (check with gh pr view --json number,url,state 2>/dev/null), skip PR creation but still commit and push any uncommitted changes.

  1. CI watch and autofix loop (only when an open PR exists for the current branch)

Detect the PR; if none exists or gh is unavailable, skip this step entirely and proceed to step 9.

   gh pr view --json number,url,state

For up to 3 fix iterations, repeat:

  1. Wait for CI to complete:
      gh pr checks --watch

If the command exits 0, all checks passed. Break out of the loop and proceed to step 9.

If it exits non-zero, one or more checks failed. Continue to (2).

  1. Identify failing checks and pull their failure logs. Use gh pr checks --json name,state,conclusion,workflow,link to enumerate failures, then for each failing check read the run logs:
      gh run view <run-id> --log-failed

where <run-id> is parsed from the check's details URL or workflow run.

  1. Read the failure logs, identify the root cause, and apply a fix in the working tree. Do NOT weaken, skip, or mock the failing assertion to make it pass — repair the actual issue. If the failure is a flaky test that has no fix path, document that as the residual outcome below rather than retrying without a code change.
  1. Stage only the files you changed, commit, and push:
      git add <changed-files>
      git commit -m "fix(ci): <one-line summary of the failure repaired>"
      git push
  1. Return to iteration (1) with the next attempt counter.

GATE: STOP iterating after 3 failed attempts. If CI is still red after 3 fix cycles:

  • Compose a ## CI Failures Unresolved markdown section listing each remaining failing check, the failure summary, and the run/check URL.
  • Append or replace this section in the PR body, write the new body to an OS temp file, then run:
     gh pr edit PR_NUMBER --body-file BODY_FILE
  • Do NOT continue looping. The autopilot contract is "make residuals durable, then exit." Proceed to step 9.
  1. Output <promise>DONE</promise> when complete

Start with step 1 now. Remember: plan FIRST, then work. Never skip the plan.

Score

0–100
65/ 100

Grade

C

Popularity17/30

2,034 installs — growing adoption. Source repo has 21,307 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Lfg skill score badge previewScore badge

Markdown

[![Lfg skill](https://www.remoteopenclaw.com/skills/everyinc/compound-engineering-plugin/lfg/badges/score.svg)](https://www.remoteopenclaw.com/skills/everyinc/compound-engineering-plugin/lfg)

HTML

<a href="https://www.remoteopenclaw.com/skills/everyinc/compound-engineering-plugin/lfg"><img src="https://www.remoteopenclaw.com/skills/everyinc/compound-engineering-plugin/lfg/badges/score.svg" alt="Lfg skill"/></a>

Lfg FAQ

How do I install the Lfg skill?

Run “npx skills add https://github.com/everyinc/compound-engineering-plugin --skill lfg” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Lfg skill do?

Run the full autonomous engineering pipeline end-to-end (plan, work, code review, test, commit, push, open PR, watch CI, fix CI failures until green). Use only when the user explicitly requests hands-off execution of a software task and provides a feature description; do not auto-route casual conversation here. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Lfg skill free?

Yes. Lfg is a free, open-source skill published from everyinc/compound-engineering-plugin. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Lfg work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Lfg works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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