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lfg

Plan, implement, review, test, and deliver software tasks automatically.

2|Updated May 8, 2026
Search Tags:#automation#planning#software-delivery#workflows#code-review#ci
One-click install
npx skills add https://github.com/xotong/claude-marketplace --skill lfg-xotong
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lfg
Source: https://github.com/xotong/claude-marketplace/tree/main/plugins/gstack/skills/lfg
Command: npx skills add https://github.com/xotong/claude-marketplace --skill lfg-xotong

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill enables hands-off execution of complete software tasks by planning, implementing, reviewing, testing, and delivering changes automatically when a user provides an explicit feature description.

Core Features & Use Cases

  • End-to-end autonomous pipeline: plan, implement, review, test, commit, push, open PR, watch CI, and fix CI failures until green.
  • Safety gating: only runs when the user explicitly requests hands-off execution and provides a feature description.
  • Use Case: When a team wants a fully automated software delivery for a well-defined feature, this skill orchestrates the process without manual intervention.

Quick Start

Provide a feature description and explicitly request hands-off execution to trigger the full software pipeline.

Frequently Asked Questions about lfg

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

FAQPage Schema
How do I automate end-to-end software delivery for a well-defined feature?▼

Automated software delivery requires a tool that plans, implements, reviews, tests, and pushes code. You can trigger this pipeline by providing a feature description and explicitly requesting hands-off execution.

Can I automatically fix CI failures when running autonomous code delivery workflows?▼

Autonomous code delivery workflows can automatically fix CI failures. The pipeline watches continuous integration processes and iteratively resolves issues until the build is green.

How does autonomous code review work in automated software delivery pipelines?▼

Autonomous code review in software delivery pipelines evaluates code changes automatically after implementation. It acts as a safety gate before testing, committing, and pushing branches to open a pull request.

Do I need to provide a full feature description to trigger autonomous software delivery?▼

Autonomous software delivery requires an explicit feature description to trigger. Safety gating ensures the pipeline only runs when hands-off execution is explicitly requested by the user.

What are the limitations of fully autonomous software task execution?▼

Fully autonomous software task execution is limited to well-defined features. It requires explicit user requests for hands-off execution and may not suit ambiguous tasks lacking a clear feature description.

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