kbd-process-orchestrator

Coordinate the PMPO lifecycle across AI tools with file-based state.

Updated Mar 27, 2026

Search Tags:#git #workflow #process #orchestrator #multi-tool #pmpo #kbd

Ready to run

npx skills add https://github.com/GQAdonis/turboquant-rs --skill kbd-process-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: kbd-process-orchestrator
Source: https://github.com/GQAdonis/turboquant-rs/tree/main/.opencode/skills/kbd-process-orchestrator
Command: npx skills add https://github.com/GQAdonis/turboquant-rs --skill kbd-process-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinates the Knowledge-Based Development PMPO lifecycle across multiple AI tools, enabling consistent phase execution and state management.

Core Features & Use Cases

Orchestrates Assess → Analyze → Plan → Execute → Reflect across tools using a shared file-based state.
Provides OpenSpec integration where available and falls back to native KBD change artifacts when not.
Enables cross-tool progress tracking, phase planning, and reflection with standardized artifacts.

Quick Start

Run /kbd-init to initialize KBD for the current project and auto-discover context, then follow with /kbd-assess.

Frequently Asked Questions about kbd-process-orchestrator

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

FAQPage Schema

How do I orchestrate project lifecycle phases across multiple AI tools?▼

You orchestrate project lifecycle phases by using a file-backed state to coordinate Assess, Analyze, Plan, Execute, and Reflect across tools, maintaining a single source of truth for cross-tool progress tracking.

What is the best way to maintain a single source of truth for AI workflow state management?▼

Maintaining a single source of truth for workflow state requires using standardized progress schemas and file-backed artifacts, allowing multiple AI tools to read and update the same project context.

How do I integrate OpenSpec into a multi-tool development workflow?▼

You can integrate OpenSpec into a multi-tool workflow by orchestrating lifecycle phases natively, allowing the system to use OpenSpec where available and fall back to native change artifacts when not.

Can I use this project orchestrator with any tech stack or AI tool?▼

Yes, you can use this project orchestrator with any stack or AI tool. It is project-agnostic, meaning it coordinates lifecycle phases without enforcing specific platform or framework dependencies.

How do I initialize a project for cross-tool phase management?▼

To initialize a project for cross-tool phase management, run the initialization command to auto-discover project context, then proceed to the assessment phase to begin the lifecycle orchestration.

Does the orchestrator support standardized artifacts for progress tracking?▼

Yes, the orchestrator supports standardized artifacts for progress tracking by providing standardized progress schemas that enable consistent phase planning and reflection across different tools.