awf-run

Detect project environments and launch Node.js, Docker, or Python applications.

Updated Jul 6, 2026
One-click install
npx skills add https://github.com/buiminhduc23011/awf-for-codex --skill awf-run
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: awf-run
Source: https://github.com/buiminhduc23011/awf-for-codex/tree/main/skills/awf-run
Command: npx skills add https://github.com/buiminhduc23011/awf-for-codex --skill awf-run

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill removes the friction of starting development environments by automatically detecting the project type and handling the launch process, including dependency checks and port management.

Core Features & Use Cases

  • Smart Environment Detection: Automatically identifies if a project uses Docker, Node.js, or Python and configures the launch accordingly.
  • Automated Pre-flight Checks: Verifies dependencies and port availability before attempting to start the application.
  • Session-Driven Workflow: Integrates with session files to track application status and provide context-aware feedback for both technical and non-technical users.

Quick Start

Invoke the awf-run skill to automatically detect your project environment and launch the application.

Frequently Asked Questions about awf-run

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

FAQPage Schema
How do I automate application launch for Docker, Node.js, or Python projects?

Automating application launch requires detecting your project environment and managing dependencies or port conflicts. This skill configures the startup sequence automatically by identifying whether your project uses Docker, Node.js, or Python, ensuring an error-handled execution lifecycle.

What is the best way to handle port conflicts during development environment setup?

Handling port conflicts during environment setup involves running automated pre-flight checks before attempting to start the application. This skill verifies port availability and manages dependency checks proactively, removing the friction of resolving manual startup errors.

Does this automated launcher support Node.js, Docker, and Python environments?

Yes, this automated launcher supports Node.js, Docker, and Python environments. It applies smart environment detection to identify your project type automatically and configures the launch parameters accordingly, ensuring consistent startup sequences across different tech stacks.

How do I track application status and provide user-friendly feedback during execution?

Tracking application status during execution relies on a session-driven development context. This skill integrates with session files to monitor the execution lifecycle, providing context-aware feedback for both technical and non-technical users throughout the application launch process.

Why do I need session-driven context to start my development environment?

You need session-driven context to provide user-friendly feedback and track application status during the execution lifecycle. It allows the launcher to maintain state awareness, ensuring consistent, error-handled startup sequences while delivering context-aware responses to the user.

What happens if dependencies are missing when starting an application?

If dependencies are missing when starting an application, automated pre-flight checks identify the issue before the execution attempt. The launcher verifies dependencies during the initial detection phase, preventing startup failures and providing feedback through the session-driven workflow.