Is this a replacement for the standard Task Management Skill?

Yes, it is an enhanced version that adds parallel processing, automated routing, and more sophisticated workflow state monitoring capabilities.

What is specialist routing in this context?

It automatically identifies the best model for a task, such as routing standard coding to Claude Haiku and complex debugging or planning to Claude Sonnet or Opus.

Can it handle tasks that depend on each other?

Yes, it analyzes incoming and outgoing dependencies to create execution batches, ensuring tasks only start once their prerequisites are fully met.

How does dependency cascading work?

Once a task is marked complete, the skill automatically scans for 'blocked' tasks that were waiting on that specific ID and signals that they are now ready for implementation.

How does this skill reduce token costs?

It utilizes a specific tag taxonomy to filter task sections, allowing specialists to read only necessary implementation data like checklists and commands while skipping redundant context.

Task Orchestration & Parallel Batching

Name: Task Orchestration & Parallel Batching
Author: Angriff36

byAngriff36

0•

Productivity & Workflow

Orchestrates complex development workflows with dependency-aware parallel execution and intelligent specialist routing.

The Task Orchestration skill empowers Claude to manage intricate project lifecycles by analyzing task dependencies and batching executable actions. It automates the coordination between different specialist agents—routing simple implementations to cost-effective models while escalating complex architectural changes to senior-level logic. With built-in token optimization through tag filtering and automated dependency cascade detection, it ensures that project workflows move efficiently from backlog to completion without manual bottleneck identification.

Key Features

01Automatic specialist routing to optimize model performance and cost

02Dependency-aware task batching for safe parallel execution

03Automated dependency cascade detection to unblock sequential tasks

04Real-time progress monitoring and status distribution analysis

05Token-optimized section reading via granular tag filtering

060 GitHub stars

Use Cases

01Streamlining large-scale implementations through automated status progression

02Executing multiple independent feature components simultaneously

03Managing complex refactoring projects with deep task interdependencies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add angriff36/task-orchestrator task-orchestration

For use in Claude.ai and ChatGPT

Download Skill