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lfg

Coordinate planning, implementation, code review, and testing sub-skills in an autonomous engineering workflow.

Updated May 4, 2026
Search Tags:#code review#software development#autonomous workflow#engineering automation#residual management
One-click install
npx skills add https://github.com/IAmKongHai/compound-engineering-plugin-zh --skill lfg-iamkonghai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lfg
Source: https://github.com/IAmKongHai/compound-engineering-plugin-zh/tree/main/3.4.2/skills/lfg
Command: npx skills add https://github.com/IAmKongHai/compound-engineering-plugin-zh --skill lfg-iamkonghai

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the complex and time-consuming nature of engineering workflows by automating key tasks, ensuring a consistent and reliable outcome without manual oversight.

Core Features & Use Cases

  • Autonomous Engineering Workflow: Automates every step of the engineering process, from planning to execution, code review, and testing.
  • Step-by-Step Execution: Enforces a strict, step-by-step process to ensure no critical steps are skipped.
  • Residual Handoff: Manages residual work that requires human intervention by creating tickets or updating PRs, enabling a smooth handoff.
  • Use Case: Suitable for software development environments where multiple tasks and dependencies need to be managed efficiently.

Quick Start

To start the autonomous engineering workflow, invoke the lfg skill with the necessary arguments and follow the steps outlined in the skill's documentation.

Frequently Asked Questions about lfg

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

FAQPage Schema
How do I automate an end-to-end engineering workflow from planning to code review?▼

Autonomous engineering workflows are managed by coordinating sub-skills to execute planning, implementation, code review, and testing. It enforces a strict step-by-step process to ensure no critical development steps are skipped.

What is residual management in software development automation?▼

Residual management handles leftover work requiring human intervention by creating tickets or updating PRs. This enables a smooth handoff from the autonomous workflow back to developers for complex engineering tasks.

How do I execute step-by-step tasks in an autonomous software development process?▼

An autonomous software development process enforces a strict step-by-step execution model. It coordinates various sub-skills to perform tasks like planning, implementation, and code review sequentially without requiring manual oversight.

Do I need specific dependencies to run an autonomous engineering workflow?▼

Yes, running an autonomous engineering workflow requires coordinating with specific dependencies like ce-plan, ce-work, ce-code-review, and ce-test-browser to manage planning, execution, code review, and testing tasks.

Can I use this engineering automation for complex projects with multiple dependencies?▼

Yes, engineering automation is suitable for complex software development environments where multiple tasks and dependencies need to be managed efficiently. It ensures consistent and reliable outcomes without manual oversight.

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