What is the LFG skill for Claude Code?

LFG is a comprehensive engineering workflow skill that guides Claude through planning, implementation, testing, and demo generation.

Does this skill help with testing?

Yes, it includes specialized steps for parallel task resolution and browser-based testing to verify that the implementation works as expected.

How does the feature video step work?

After implementation and review, the skill triggers a command to generate a video demonstration of the feature, which is then included in the final output or PR.

Why does the skill emphasize planning before work?

To ensure architectural integrity and prevent errors, the skill uses a gated process where a plan must be written to docs/plans/ and deepened before any code is written.

Autonomous Engineering Workflow

Name: Autonomous Engineering Workflow
Author: drhazemibclc

bydrhazemibclc

0•

生産性とワークフロー

Executes a complete end-to-end engineering lifecycle from initial planning and architecture to implementation and feature demonstration.

The LFG skill provides a fully autonomous workflow for software engineering tasks within Claude Code, orchestrating a rigorous multi-step process that ensures high-quality output. It manages the entire lifecycle of a feature request by enforcing a 'plan-first' methodology, deepening architectural designs before implementation, performing code reviews, resolving tasks in parallel, and conducting browser-based testing. It even automates the creation of a feature demonstration video, making it an essential tool for developers who want a standardized, professional-grade pipeline for complex coding tasks.

主な機能

01Autonomous implementation and codebase modification

02Strict multi-stage planning with architectural deepening

03Integrated browser-based testing and verification

040 GitHub stars

05Automated feature video generation for pull requests

06Parallelized task and TODO resolution

ユースケース

01Standardizing the engineering lifecycle across a development team

02Building complex features from high-level descriptions with structured oversight

03Ensuring robust documentation and video demos for every new code change

主な機能

01Autonomous implementation and codebase modification

02Strict multi-stage planning with architectural deepening

03Integrated browser-based testing and verification

040 GitHub stars

05Automated feature video generation for pull requests

06Parallelized task and TODO resolution

ユースケース

01Standardizing the engineering lifecycle across a development team

02Building complex features from high-level descriptions with structured oversight

03Ensuring robust documentation and video demos for every new code change