Can I manually override the suggested workflow complexity?

Yes, you can use the --complexity flag when starting a workflow or use specific commands like /workflow:skip-to-b to bypass stages.

Does it support integration with other developer tools?

Yes, it features built-in integration points for OpenSpec for documentation and various task-management plugins for execution tracking.

How does the orchestrator determine task complexity?

It analyzes the user request for keywords, estimated step count, and architectural impact to automatically categorize tasks as Simple, Medium, or Complex.

What happens if the workflow is interrupted?

The orchestrator saves the current progress to .claude/workflow-state.md, allowing you to resume the exact step later using the /workflow:resume command.

Workflow Orchestrator

Name: Workflow Orchestrator
Author: TomazWang

byTomazWang

0•

Productivity & Workflow

Orchestrates structured development cycles by managing specification, behavior-driven development, and task execution stages based on project complexity.

The Workflow Orchestrator is a comprehensive management skill for Claude Code that automates the software development lifecycle through a three-stage unified workflow. It intelligently detects task complexity to apply the appropriate level of rigor—from full specification and PoC validation for complex systems to streamlined TDD for simple fixes. By integrating specialized methodologies like OpenSpec, BDD, and TDD, it ensures high-quality code output while maintaining a persistent state to track progress across sessions.

Key Features

01Three-stage lifecycle: Specification (A), Development (B), and Execution (C)

02Integration with OpenSpec for API-first design and documentation

03Persistent state management via workflow-state tracking files

040 GitHub stars

05Automated complexity detection to tailor workflow rigor

06Structured BDD and TDD orchestration for reliable implementations

Use Cases

01Refactoring existing codebases with streamlined specification updates and BDD testing

02Implementing rapid bug fixes using a minimal, test-first development flow

03Building new features or complex subsystems from scratch with full architectural specs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tomazwang/agent-toolkit workflow-orchestrator

For use in Claude.ai and ChatGPT

Download Skill