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AI Enablement Assessment

Analyze repository AI enablement readiness and generate an Architecture Decision Record.

Updated Mar 14, 2026
Search Tags:#technical debt#readiness assessment#repository analysis#copilot#ai enablement#adr generation
One-click install
npx skills add https://github.com/Ankh-Studio/copilot-enablement-adr --skill ai-enablement-assessment
Or copy as Structured Prompt for Agentโ–ผ
Please help me install this Agent Skill.
Skill: AI Enablement Assessment
Source: https://github.com/Ankh-Studio/copilot-enablement-adr/tree/main/skills/ai-enablement-assessment
Command: npx skills add https://github.com/Ankh-Studio/copilot-enablement-adr --skill ai-enablement-assessment

SYSTEM DOCUMENTATION & REQUIREMENTS

๐Ÿ’ก This Skill requires @specfy/stack-analyser, @octokit/rest, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of understanding and improving a repository's readiness for AI and agentic workflows, providing a clear roadmap for adoption.

Core Features & Use Cases

  • Comprehensive Analysis: Evaluates technical stack, security posture, and AI enablement maturity.
  • Actionable Recommendations: Generates consultant-quality Architecture Decision Records (ADRs) with phased implementation plans.
  • Use Case: A development team wants to integrate AI tools like GitHub Copilot more effectively. This Skill analyzes their current setup, identifies gaps in their AI enablement, and provides a structured plan to bridge those gaps, including specific steps for improving documentation, build processes, and team capabilities.

Quick Start

Run the AI Enablement Assessment skill on the current directory to generate an ADR.

Frequently Asked Questions about AI Enablement Assessment

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

FAQPage Schema
What is an AI readiness assessment for a codebase?โ–ผ

An AI readiness assessment evaluates your repository's technical stack, security posture, and maturity to gauge how effectively your team can integrate agentic workflows and tools like GitHub Copilot into development.

How do I generate an Architecture Decision Record for AI adoption?โ–ผ

You can generate an ADR for AI adoption by analyzing your repository's technical debt and readiness, producing a consultant-quality document with evidence-based scoring, risk assessment, and phased implementation recommendations.

Can I assess my repository for GitHub Copilot enablement using stack-analyser?โ–ผ

Yes, the assessment integrates with @specfy/stack-analyser and GitHub Advanced Security features to comprehensively evaluate your repository's stack and security posture for effective Copilot enablement.

What's the best way to identify technical debt blocking AI workflows?โ–ผ

Performing a repository analysis to evaluate documentation, build processes, and team capabilities identifies gaps in AI enablement, providing a structured plan to bridge technical debt and improve adoption readiness.

Does the AI readiness assessment require GitHub Advanced Security features?โ–ผ

No, GitHub Advanced Security features are integrated for comprehensive security posture evaluation but are not strictly required; the core assessment relies on analyzing the repository's technical stack and AI enablement maturity.

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