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jaypaulb
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Global Tech Stack

Validate code against global tech stack standards in Claude Code.

Updated Aug 23, 2026
Search Tags:#AI guidance#tech stack#software development#coding standards#project governance#technology alignment
One-click install
npx skills add https://github.com/jaypaulb/CanvusAPI-LLMDemo --skill global-tech-stack-jaypaulb
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Global Tech Stack
Source: https://github.com/jaypaulb/CanvusAPI-LLMDemo/tree/main/.claude/skills/global-tech-stack
Command: npx skills add https://github.com/jaypaulb/CanvusAPI-LLMDemo --skill global-tech-stack-jaypaulb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI generating code or solutions outside your approved tech stack can introduce compatibility issues and technical debt. This Skill keeps the AI aligned with your established technologies, saving you from refactoring and integration challenges.

Core Features & Use Cases

  • Technology Alignment: Directs AI to use specified languages, frameworks, and libraries.
  • Prevents Tech Debt: Stops the introduction of unapproved or incompatible technologies.
  • Use Case: When asking the AI to generate a new microservice, activate this Skill to ensure it uses only Python, FastAPI, and PostgreSQL, avoiding any unapproved alternatives.

Quick Start

Review the attached package.json and ensure all new code adheres to the defined tech stack.

Frequently Asked Questions about Global Tech Stack

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

FAQPage Schema
How do I enforce coding standards across AI-generated code in my project?▼

Enforce coding standards by defining a global tech stack policy that specifies approved languages, frameworks, and libraries. This Skill validates AI-generated code against those standards, catching deviations in formatting, naming, dependencies, and architecture before integration.

Can I prevent AI from suggesting unapproved technologies or frameworks?▼

Yes. By activating this Skill, you direct AI to strictly adhere to your approved tech stack, eliminating suggestions for incompatible or unapproved technologies that could introduce technical debt or integration issues.

What's the best way to keep AI code generation aligned with project standards?▼

Reference your central tech-stack policy through this Skill to align multi-language code generation and code review tasks. It produces actionable guidance when code deviates, integrating with linting and CI workflows for consistent enforcement.

When should I activate tech stack enforcement for AI-assisted development?▼

Activate this Skill when requesting new code generation—microservices, modules, or features—to ensure AI uses only your specified languages, frameworks, and dependencies, avoiding refactoring and compatibility challenges later.

How does tech stack validation work with code review workflows?▼

The Skill integrates with existing linting and CI workflows, validating generated code against global standards and returning deviations as actionable guidance so reviewers can quickly identify non-compliant dependencies or patterns.

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