slfg

Orchestrate sequential, parallel, autofix, and finalize phases for engineering tasks.

50|14|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill slfg-all-the-vibes
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: slfg
Source: https://github.com/All-The-Vibes/ATV-StarterKit/tree/main/.github/skills/slfg
Command: npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill slfg-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinates a swarm-enabled engineering workflow to orchestrate multi-step tasks automatically, reducing manual coordination and accelerating delivery.

Core Features & Use Cases

  • Sequential Phase orchestration to guide planning and execution steps in order.
  • Parallel Phase acceleration to run review and browser tests concurrently, saving time.
  • Autofix & Finalization to apply safe fixes and finalize deliverables with guided steps.

Quick Start

Start the swarm-enabled workflow to plan and execute tasks across agents.

Frequently Asked Questions about slfg

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

FAQPage Schema
How do I automate parallel task execution for engineering workflows?

Parallel task execution is automated by orchestrating a swarm-enabled workflow that runs review and browser tests concurrently. This coordinates multi-step engineering tasks to save time and reduce manual coordination during the parallel phase.

What is swarm orchestration for multi-step engineering tasks?

Swarm orchestration coordinates autonomous agents across sequential, parallel, autofix, and finalize phases. It applies end-to-end planning and automated review within the Copilot-based environment to accelerate delivery.

Can I use slash-commands to guide sequential and parallel execution phases?

Yes, defined slash-commands guide sequential and parallel execution phases. Sequential orchestration orders planning and execution steps, while parallel acceleration concurrently runs tests and reviews to streamline workflows.

How do I apply automated autofix and finalization steps to deliverables?

Automated autofix applies safe fixes during the engineering workflow, while the finalize phase completes deliverables using guided steps. Both are orchestrated automatically to finalize outputs with necessary safeguards.

Does swarm-guided orchestration work within a Copilot-based environment?

Swarm-guided orchestration works within the Copilot-based environment to coordinate autonomous workflows. It orchestrates end-to-end planning, parallel execution, and automated review without requiring external dependencies.

What are the limitations of orchestrating autonomous engineering workflows?

Orchestration relies on defined slash-commands and safeguards to manage sequential, parallel, autofix, and finalize phases. It is designed for end-to-end engineering tasks within a Copilot-based environment, limiting its application outside this specific scope.