skills.rest
ihmissuti
ihmissutiCOMMUNITY
Explore all skills by this author →
Website𝕏@ihmissutiGitHub

kimmo-agent-friendly-score

Score developer tools for AI agent compatibility using a five-category evaluation framework.

Updated Dec 29, 2020
Search Tags:#integration#agent#SDK#AI#devtools#docs#tool-evaluation
One-click install
npx skills add https://github.com/ihmissuti/kimmoihanus-nextjs-site --skill kimmo-agent-friendly-score
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: kimmo-agent-friendly-score
Source: https://github.com/ihmissuti/kimmoihanus-nextjs-site/tree/main/tools/skills/kimmo-agent-friendly-score
Command: npx skills add https://github.com/ihmissuti/kimmoihanus-nextjs-site --skill kimmo-agent-friendly-score

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Score developer tools and SaaS products for AI agent compatibility. Use when evaluating how well a devtool works with AI coding assistants, or when optimizing a product for the agent era.

Core Features & Use Cases

  • Agent compatibility scoring framework across tools and workflows.
  • Use cases include evaluating SDKs/APIs, documentation quality, and integration readiness for AI assistants.
  • Example: compare Cursor, Claude, and GitHub Copilot compatibility for a given devtool.

Quick Start

Run the kimmo-agent-friendly-score skill against a target tool by providing its name and URL.

Frequently Asked Questions about kimmo-agent-friendly-score

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

FAQPage Schema
What is AI agent compatibility scoring for developer tools?▼

To score a devtool for AI agent compatibility, provide the target tool's name and URL to the skill. It applies a frontmatter-driven metadata contract and evaluates across five categories: design, docs, data, MCP integration, and time-to-working.

Does my SDK documentation quality affect AI assistant integration readiness?▼

Yes, documentation quality is a core evaluation category for AI assistant integration readiness. The scoring framework assesses SDK docs and API documentation as part of the broader agent compatibility evaluation across devtools.

Can I compare AI coding assistants like Cursor and Claude for a specific devtool?▼

You can compare AI coding assistant compatibility for a given devtool by applying the scoring framework across workflows. The evaluation covers how assistants like Cursor, Claude, and GitHub Copilot interact with the target tool's SDK, API, and documentation.

Do I need MCP integration to evaluate a tool for the agent era?▼

MCP integration is one of five evaluation categories used to assess tool readiness for the agent era. While not strictly mandatory, it is a scored dimension alongside design, docs, data, and time-to-working when evaluating AI agent compatibility.

What are the limitations of scoring tools for AI agent compatibility?▼

The scoring framework relies on a frontmatter-driven metadata contract and optional resources, meaning incomplete tool metadata may limit evaluation depth. Scores are focused specifically on AI coding assistant workflows rather than general developer experience metrics.

Related Skills

Explore More Software Engineering Skills→
githubgithub
37.6k

powerbi-modeling

Guide Power BI semantic model design, DAX measures, and performance optimization.

Official
Advanced
mi179mi179
1

agents-sdk

Build stateful AI agents on Cloudflare Workers with the Agents SDK.

Community
Advanced
arisngarisng
5

context7-cli

Manage Context7 AI coding skills across multiple AI assistants via CLI.

Community
Intermediate
fabioc-alohafabioc-aloha
1

AIRS Integration

Assesses AI readiness across value, technical, user, and social dimensions using AIRS framework.

Community
Advanced