# developers-guide-to-ai

> developers-guide-to-ai — jorshali-developers-guide-to-ai. Use this tool when you need to navigate the complexities of AI development, as it provides a comprehensive field guide for working developers to overcome common challenges and integrate AI into their projects. It solves problems such as limited AI knowledge and expertise, and provides inputs like code examples and best practices, with outputs including implementable solutions and project guidance. Ideal for use when starting or advancing AI-related projects, particularly those utilizing git version control.

Canonical page: https://skillsregistry.net/skills/jorshali-developers-guide-to-ai  
JSON: https://api.skillsregistry.net/v1/skills/jorshali-developers-guide-to-ai

## Description

The Developer's Guide to AI - A Field Guide for the Working Developer

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-26

## Source

- **Source listing:** [GitHub](https://github.com/jorshali/developers-guide-to-ai)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jorshali-developers-guide-to-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jorshali-developers-guide-to-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jorshali-developers-guide-to-ai/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt