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Wondersauce
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ws-orchestrator

Orchestrate AI coding projects through a plan-build-verify-document workflow with sub-agent delegation.

Updated Aug 27, 2026
Search Tags:#documentation#development workflow#code generation#agent delegation#session management#orchestration
One-click install
npx skills add https://github.com/Wondersauce/claude-code-plugin --skill ws-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ws-orchestrator
Source: https://github.com/Wondersauce/claude-code-plugin/tree/main/skills/ws-orchestrator
Command: npx skills add https://github.com/Wondersauce/claude-code-plugin --skill ws-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill replaces ad-hoc AI development with a deterministic, process-enforced system that prevents architectural drift, code duplication, and context loss between sessions.

Core Features & Use Cases

  • Enforces Plan-Build-Verify-Document Lifecycle: Manages the entire development process from planning to final documentation.
  • Sub-Agent Delegation: Routes tasks to specialized skills like ws-planner, ws-dev, ws-verifier, and ws-codebase-documenter.
  • Session State Management: Persists session state to disk, allowing recovery from interruptions and restarts.
  • Use Case: Initiate a new feature development by describing the feature to ws-orchestrator. It will then guide you through planning, implementation, verification, and documentation, ensuring consistency and adherence to project standards.

Quick Start

Use the ws-orchestrator skill to plan, build, verify, and document a new user authentication module.

Frequently Asked Questions about ws-orchestrator

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

FAQPage Schema
How do I prevent architectural drift and context loss in AI-driven coding projects?▼

To prevent architectural drift and context loss, you need a deterministic, process-enforced development lifecycle. Routing tasks to specialized sub-agents and persisting session state to disk ensures consistency across restarts.

What is the best way to enforce a plan, build, verify, and document workflow for AI code generation?▼

The best way to enforce this workflow is using an orchestrator that manages the entire development process. It delegates tasks sequentially to specialized planner, developer, verifier, and documenter agents.

Can I recover my development workflow session state after an interruption?▼

Yes, you can recover your development workflow session state after an interruption if the orchestrator persists session data to disk. This allows you to resume the plan-build-verify-document lifecycle seamlessly.

How does agent delegation work for managing AI development workflows?▼

Agent delegation for AI development workflows works by routing specific lifecycle phases to specialized sub-agents. An orchestrator delegates planning, coding, verification, and documentation tasks individually to maintain process integrity.

Do I need specialized sub-agents to automate my software development lifecycle?▼

Yes, automating a software development lifecycle deterministically requires specialized sub-agents. Delegating specific phases like planning, building, verifying, and documenting prevents ad-hoc execution and architectural drift.

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