skills.rest
All-The-Vibes
All-The-VibesOFFICIAL
Explore all skills by this author →
GitHub

lfg

Coordinate autonomous engineering sprints with ordered planning, implementation, and review gates.

50|14|Updated Mar 11, 2026
Search Tags:#automation#workflow#planning#orchestration#engineering#gate-checks
One-click install
npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill lfg-all-the-vibes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lfg
Source: https://github.com/All-The-Vibes/ATV-StarterKit/tree/main/.github/skills/lfg
Command: npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill lfg-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the coordination of a multi-step engineering sprint, ensuring planning, execution, and review occur in a disciplined, repeatable sequence.

Core Features & Use Cases

  • End-to-end sprint orchestration: plan, implement, review, and iterate with enforced ordering and gated checks.
  • Gate-driven progress: validates plan existence in docs/plans before proceeding; optionally interacts with Ralph loop if available.
  • Transparent delivery: produces a traceable sequence of steps and artifacts (plans, code changes, and reviews) that can be reviewed in PRs.

Quick Start

Initiate the autonomous planning and execution cycle by following the on-screen prompts.

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 engineering sprints with enforced gate checks?▼

Automate engineering sprints by orchestrating planning, implementation, and review in a strict sequence with gate checks validating plan existence before execution proceeds.

What is autonomous engineering orchestration and how does it structure workflow?▼

Autonomous engineering orchestration coordinates a full sprint cycle, enforcing ordered workflow phases where plan creation, implementation, and verification occur sequentially with a final DONE signal.

Can I use this autonomous workflow orchestration with GitHub Copilot-assisted projects?▼

Yes, this autonomous engineering orchestration applies directly to GitHub Copilot-assisted projects requiring end-to-end planning, execution, and review with gate-driven progress validation.

How do I ensure planning documents exist before implementation begins in an automated workflow?▼

Gate-driven progress validates plan existence in docs/plans before proceeding to implementation, enforcing a disciplined, repeatable sequence and preventing unstructured execution.

What's the best way to coordinate multi-step engineering execution and review cycles?▼

Coordinate multi-step execution by applying autonomous orchestration that enforces ordered workflow sequencing, gate checks, and produces traceable artifacts including plans, code changes, and reviews for PR evaluation.

Does autonomous sprint orchestration produce traceable artifacts for pull request review?▼

Yes, autonomous sprint orchestration produces a traceable sequence of steps and artifacts including plans, code changes, and reviews that can be evaluated directly in pull requests.

Related Skills

Explore More Software Engineering Skills→
princegarg001princegarg001

readme-blueprint-generator

Generate a Markdown README from .github/copilot and copilot-instructions.md.

Community
Intermediate
jkfeejkfee

auto-review-loop

Automate multi-round review loops for research artifacts with configurable thresholds.

Community
Advanced
ImBIOSImBIOS
1

ralph-supervisor

Coordinate Claude supervisor and Codex executor in git-backed coding iterations.

Community
Advanced
dot-dodot-do
5

development-loop

Automate end-to-end software development loops from brainstorming to final approval.

Official
Advanced