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.