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lfg

Automates the full engineering pipeline from planning to PR creation.

Updated Jun 7, 2026
Search Tags:#code review#engineering#pipeline automation#ci integration#autonomous workflow
One-click install
npx skills add https://github.com/lucking7/compound-engineering-skills --skill lfg-lucking7
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lfg
Source: https://github.com/lucking7/compound-engineering-skills/tree/main/skills/lfg
Command: npx skills add https://github.com/lucking7/compound-engineering-skills --skill lfg-lucking7

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ce-plan, ce-work, ce-code-review, ce-simplify-code, ce-test-browser, ce-commit-push-pr, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

LFG addresses the challenge of manually executing a complete engineering pipeline, streamlining the process with automated planning, work, review, testing, and other key tasks.

Core Features & Use Cases

  • End-to-End Pipeline: Execute all phases of software engineering pipeline autonomously, from planning to testing and CI watch.
  • Plan Verification: Ensures that the task can be processed in pipeline mode and verifies the presence of a plan file.
  • Code Review: Performs a code review that reports findings, but does not edit the code.
  • Automated Commit and PR: Handles commit, push, and PR creation automatically.

Quick Start

Run the 'lfg' skill with a feature description like 'Implement new search functionality'.

Frequently Asked Questions about lfg

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate my software engineering pipeline end-to-end?▼

Autonomous engineering pipeline execution handles planning, coding, code review, testing, and PR creation automatically. You provide a feature description, and the pipeline orchestrates all phases from initial plan verification through final commit and push.

What does automated code review report during the engineering workflow?▼

Automated code review reports findings without editing the code. It operates as a read-only analysis step within the pipeline, identifying issues and reporting them back before proceeding to automated commit and PR creation.

Do I need a plan file to run autonomous pipeline tasks?▼

Yes, plan verification ensures the task can be processed in pipeline mode by checking for a plan file. Without a verified plan file, the autonomous workflow cannot execute the end-to-end engineering pipeline steps.

How do I create pull requests automatically after coding and testing?▼

Automated commit and PR creation handles pushing code and opening pull requests directly within the pipeline. After coding, review, and testing phases complete, the workflow automatically commits changes and creates the PR.

Can I integrate CI watch into my autonomous engineering workflow?▼

Yes, the end-to-end pipeline includes CI watch as part of its autonomous execution. After automated planning, work, review, and testing, the pipeline monitors CI integration to complete the software engineering workflow.

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