How does it help with token management?

It identifies token waste patterns, such as unnecessary data loading or overly verbose outputs, and allows users to toggle off specific analysis categories to save tokens.

Does this skill automatically fix errors?

No, it follows a philosophy of 'Observe and Validate.' It reports deviations with severity levels (ALERT/WARN/INFO) and asks the user for decisions rather than making destructive changes.

What is the primary purpose of Orchestration QA?

It serves as a quality monitor for Claude Code's task orchestration, ensuring that Skills and Subagents follow their intended workflows and efficiency patterns.

When should I use the 'configure' phase?

You should run the configuration phase during your first session use or whenever you want to change which quality metrics (like execution graphs or tool selection) are being tracked.

Can it detect routing violations?

Yes, routing validation is a critical feature that detects when Skills are bypassed, such as making direct status changes without using the dedicated Status Progression Skill.

Orchestration QA

Name: Orchestration QA
Author: Angriff36

byAngriff36

0•

生产力与工作流

Validates and optimizes orchestration workflows by ensuring Skills and Subagents adhere to documented patterns and performance benchmarks.

Orchestration QA is a specialized quality assurance skill designed for the Task Orchestrator framework within Claude Code. It provides a comprehensive monitoring layer that validates workflow adherence, detects logic deviations, and analyzes token efficiency across complex multi-agent systems. By offering interactive configuration, developers can choose specific analyses—such as token optimization, tool selection, or execution graph quality—to minimize overhead while maintaining high standards. Ideal for enterprise projects like Capsule, it ensures that every step of a feature's lifecycle is executed correctly without ever blocking the development process.

主要功能

010 GitHub stars

02Automated pattern tracking to suggest continuous improvements to Skill definitions

03Interactive configuration to enable specific analysis categories and manage token costs

04Post-execution review for workflow adherence and structured deviation reporting

05Pre-execution context capture to set validation checkpoints for Subagents

06Efficiency analysis focusing on token optimization and parallelization opportunities

使用场景

01Validating that domain-isolated tasks are correctly handled by specialized Subagents

02Identifying token waste and redundant tool usage in large-scale enterprise development sessions

03Ensuring complex feature orchestration follows strict routing and status progression rules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add angriff36/capsule orchestration-qa

For use in Claude.ai and ChatGPT

Download Skill