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agents-orchestrator

Orchestrate autonomous software development pipelines from specification to production.

Updated Mar 16, 2026

Search Tags:#automation #quality assurance #orchestration #workflow management #agent coordination #development pipeline

Ready to run

npx skills add https://github.com/Likas07/t3code-skills --skill agents-orchestrator-likas07

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agents-orchestrator
Source: https://github.com/Likas07/t3code-skills/tree/main/skills/agents-orchestrator
Command: npx skills add https://github.com/Likas07/t3code-skills --skill agents-orchestrator-likas07

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates and manages the entire software development lifecycle, from initial project specification through to production-ready implementation, ensuring quality and efficiency.

Core Features & Use Cases

End-to-End Workflow Management: Manages all phases including PM, Architecture, Development, QA, and Integration.
Continuous Quality Loops: Implements task-by-task validation with automatic retry logic and quality gates.
Autonomous Operation: Runs complex development pipelines with minimal human intervention.
Use Case: Kick off a new project by providing a specification, and the orchestrator will autonomously manage the creation of tasks, architecture, development, testing, and final integration.

Quick Start

Use the agents-orchestrator skill to execute the complete development pipeline for project-specs/my-new-app-setup.md.

Frequently Asked Questions about agents-orchestrator

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

FAQPage Schema

How do I orchestrate an autonomous software development pipeline from specification to production?▼

You can orchestrate an autonomous software development pipeline by providing an initial project specification, which the system uses to coordinate specialist agents through analysis, architecture, development, and QA loops until production-ready.

What is the best way to automate continuous quality assurance loops during development?▼

Automating continuous quality assurance loops is handled by enforcing task-by-task validation with automatic retry logic and quality gates, ensuring errors are caught and resolved autonomously during the development phase.

Can I manage multiple specialist agents for different phases like architecture and QA?▼

Managing multiple specialist agents is fully supported, allowing you to coordinate distinct roles such as project management, technical architecture, development, QA, and final integration within a single workflow.

How do I start a full development workflow with just a project specification file?▼

To start a full development workflow, you pass your project specification file directly to the orchestrator, which then autonomously manages the creation of tasks, architecture, development, and testing.

What are the limitations of autonomous agent coordination for complex software pipelines?▼

While autonomous agent coordination handles complex software pipelines with minimal human intervention, limitations depend on the clarity of your initial specification and the complexity of the required integration phases.