sdd-orchestrator

Orchestrate Spec-Driven Development by coordinating specialized sub-agents through a dependency graph.

Updated May 14, 2025

Search Tags:#workflow automation #feature development #code generation #orchestration #sdd #agent coordination

Ready to run

npx skills add https://github.com/Mikisbell/freecloud --skill sdd-orchestrator-mikisbell

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sdd-orchestrator
Source: https://github.com/Mikisbell/freecloud/tree/main/.agents/skills/sdd-orchestrator
Command: npx skills add https://github.com/Mikisbell/freecloud --skill sdd-orchestrator-mikisbell

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the implementation of new features, endpoints, pages, or complex refactoring by coordinating specialized sub-agents, ensuring a structured and efficient development process.

Core Features & Use Cases

Feature Implementation Orchestration: Manages the end-to-end lifecycle of a feature from proposal to archiving.
Sub-Agent Coordination: Delegates tasks to specialized agents for exploration, specification, design, task generation, application, and verification.
Use Case: When a product manager requests a "new user profile page with avatar upload," this Skill will orchestrate the agents to explore requirements, design the UI/API, generate code, apply changes, and verify the implementation.

Quick Start

Use the sdd-orchestrator skill to implement a new feature by typing 'implement new user profile page'.

Frequently Asked Questions about sdd-orchestrator

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

FAQPage Schema

What is spec-driven development orchestration for feature implementation?▼

Spec-driven development orchestration coordinates specialized sub-agents through a dependency graph to manage the end-to-end lifecycle of complex software features from proposal to archiving.

How do I automate code generation for new endpoints and UI pages?▼

Automate code generation by delegating tasks to specialized sub-agents that handle exploration, specification, design, and application, ensuring structured implementation of new endpoints and pages.

Can I use sub-agent coordination for complex refactoring and architectural changes?▼

Sub-agent coordination supports complex refactoring and architectural changes by routing requirements through defined dependency graphs for exploration, design, verification, and structured application.

How does artifact store management work with engram and openspec policies?▼

Artifact store management works by applying policies like engram, openspec, hybrid, or none to define how sub-agents persist and retrieve specification and design artifacts during orchestration.

What is the best way to recover interrupted workflow automation during feature development?▼

Recover interrupted workflow automation by utilizing built-in recovery mechanisms that restore the orchestration state, allowing specialized sub-agents to resume the feature development lifecycle.

Does feature development orchestration require external dependencies?▼

Feature development orchestration operates with no external dependencies, relying entirely on internal sub-agent coordination and artifact store policies to manage the specification and code generation workflow.