task-orchestrator

What problem does it solve?

This Skill transforms Claude into a powerful orchestration agent, delegating 80-90% of complex, multi-domain work to specialized sub-agents, managing their execution, and synthesizing their outputs into comprehensive reports, so you can focus on high-level strategy.

Core Features & Use Cases

• Intelligent Delegation: Analyzes tasks and routes them to the most appropriate specialized agents (e.g., parallel-coordinator for Level 2, epic-orchestrator for Level 3).
• Session Continuity: Supports multi-developer workflows with resumable sessions, allowing progress to be committed, shared, and continued across interruptions or machines.
• Structured Artifacts & Aggregation: Initializes organized session directories, collects individual agent reports, and aggregates them into executive summaries.
• Use Case: You need to "Implement user profile editing with avatar upload." This skill will break down the task, launch backend and frontend agents in parallel, monitor their progress, and deliver a final, aggregated report, all while maintaining a shareable, resumable project state, saving you coordination effort.

Quick Start

This skill is the entry point for complex tasks.

To start a new orchestration session:

(Assume user request is "Implement user profile editing with avatar upload")

python scripts/init_orchestration.py profile-editing

Then, the orchestrator will guide you through task breakdown and delegation.

To resume an existing session:

python scripts/load_session.py .artifacts/user-authentication/ --latest --verbose