evaluate-tool

Name: evaluate-tool
Availability: InStock
Author: mattbutlerengineering

Evaluate new AI tools against a catalog and output adoption recommendations.

2|Updated Jun 15, 2026

Search Tags:#decision #catalog #adoption #overlap #dev-loop #tool #evaluate

Ready to run

npx skills add https://github.com/mattbutlerengineering/ai-tooling --skill evaluate-tool

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: evaluate-tool
Source: https://github.com/mattbutlerengineering/ai-tooling/tree/main/plugin/skills/evaluate-tool
Command: npx skills add https://github.com/mattbutlerengineering/ai-tooling --skill evaluate-tool

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the assessment of new tools, skills, or plugins to prevent tool sprawl and misalignment with the dev workflow.

Core Features & Use Cases

Catalog-aware evaluation: reads the catalog to identify overlap and fit.
Dev loop alignment: assesses stage fit and quality signals for adoption decisions.
Decision guidance: outputs recommended actions (ADOPT, REPLACE, SKIP, DEFER) and optional catalog entries.

Quick Start

Ask the tool to evaluate a given repository or tool name against your local catalog to determine adoption recommendations.

Frequently Asked Questions about evaluate-tool

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I evaluate a new AI tool before adoption to prevent tool sprawl?▼

Evaluating a new tool before adoption involves reading your local catalog to identify overlap, assessing its fit within your dev loop stages, and judging quality signals to output a recommended action: ADOPT, REPLACE, SKIP, or DEFER.

What is tool sprawl and how does an automated catalog assessment help?▼

Tool sprawl is the uncontrolled proliferation of redundant software. An automated catalog assessment reads existing entries to detect functional overlap and dev loop misalignment, preventing sprawl by outputting clear ADOPT, REPLACE, SKIP, or DEFER recommendations.

How do I check if a new plugin overlaps with my existing dev workflow?▼

Checking plugin overlap involves comparing the new entry against your local catalog. The evaluation process applies workflow guidelines to identify overlapping capabilities, outputting a REPLACE or SKIP action if the new tool is redundant or misaligned.

Can I compare two AI skills to decide which one to adopt?▼

Comparing catalog entries allows you to decide which AI skill to adopt. The evaluation assesses dev loop stage fit and quality signals for both, recommending one for ADOPT while suggesting you SKIP the other to prevent redundancy.

What are the limitations of using dev loop alignment for tool evaluation?▼

The limitation of dev loop alignment evaluation is its reliance on existing catalog entries and workflow guidelines. If your local catalog is incomplete or guidelines lack dev loop context, the ADOPT, SKIP, DEFER, or REPLACE recommendations may lack accuracy.