Can it help me design new agents?

Yes, by identifying capability gaps in your current agent roster, it provides a rationale for when and why a new specialized agent should be created.

What is the Agent Capability Assessor?

It is a skill for Claude Code that evaluates whether existing AI agents (like those in Cursor) have the necessary skills and workflow logic to complete a specific task.

How does the skill analyze agents?

It reads agent configuration files (usually .md files in .cursor/agents/) to understand their purpose, strengths, and limitations before comparing them to a user-provided task.

What kind of output does it provide?

It produces a structured Capability Assessment Report including a match rating (Excellent to No Match), identified strengths, capability gaps, and a clear recommendation.

Agent Capability Assessor

Name: Agent Capability Assessor
Author: lexicalninja

bylexicalninja

0•

生産性とワークフロー

Evaluates the suitability of AI agents for specific tasks by analyzing their core skills, descriptions, and workflow files.

The Agent Capability Assessor is a specialized tool designed for teams utilizing multi-agent workflows within Cursor or Claude. It systematically reviews agent markdown files—typically stored in the .cursor/agents/ directory—to extract their core principles, skills, and constraints. By comparing these capabilities against real-world task requirements, the skill generates a detailed assessment report. This helps developers decide whether to utilize an existing agent, modify a current one, or create a new specialized agent, ensuring that every task is assigned to the most capable AI resource available.

主な機能

01Standardized match quality ratings from Excellent to No Match

02Detailed gap analysis identifying missing skills or domain knowledge

03Automated analysis of agent markdown configuration files

04Task-to-capability requirement matching logic

05Comparative multi-agent ranking for complex project assignments

060 GitHub stars

ユースケース

01Evaluating if a general-purpose developer agent can handle specialized database migrations

02Determining if a new custom agent is necessary for a high-priority feature implementation

03Auditing an existing library of subagents to optimize team structure

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lexicalninja/my-little-scrum-team agent-capability-assessor

For use in Claude.ai and ChatGPT

Download Skill