How does it rank different agents for the same task?

It uses a scoring system based on task type, domain expertise, and complexity to provide 'Excellent' to 'Poor' match ratings with detailed rationale.

Does it support bulk task assignment?

Yes, it includes a multi-task matching workflow designed to balance workload and optimize assignments across a list of several tasks at once.

Can this skill tell me if I'm missing a specific type of agent?

Yes, if a task's requirements don't match any existing agent capabilities, the skill will identify the gap and recommend creating a new specialized agent.

What is the primary purpose of the Task-to-Agent Matcher?

It analyzes the requirements of a specific task and identifies which specialized AI agent (like a designer, reviewer, or engineer) is best equipped to handle it.

Task-to-Agent Matcher

Name: Task-to-Agent Matcher
Author: lexicalninja

bylexicalninja

0•

生産性とワークフロー

Optimizes project workflows by automatically matching complex development tasks to the most suitable specialized AI subagents.

The Task-to-Agent Matcher is an orchestration skill designed for multi-agent development environments, specifically within the 'My Little Scrum Team' framework. It systematically evaluates task descriptions, domains, and complexity levels to identify the best-fit agent—such as a UI designer, implementation engineer, or infrastructure specialist—for any given ticket. By providing structured recommendations and identifying capability gaps, this skill ensures optimal resource allocation and helps teams determine when new specialized agents need to be created to handle unique project requirements.

主な機能

01Detailed matching reports with suitability scores and rationale

020 GitHub stars

03Capability gap analysis to identify when new agents are needed

04Requirement-based task analysis and domain identification

05Multi-task workload optimization for complex project backlogs

06Comprehensive agent capability assessment and ranking

ユースケース

01Automating the assignment of Scrum tickets to specialized developers and designers

02Orchestrating a multi-agent AI team during a complex software build

03Auditing existing agent pools to find missing expertise for specialized domains like Machine Learning

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lexicalninja/my-little-scrum-team task-to-agent-matcher

For use in Claude.ai and ChatGPT

Download Skill