# ai-specialists

> ai-specialists — erikashby-ai-specialists. Use this tool when you need to leverage expert knowledge in AI development, implementation, and optimization. It solves problems related to AI strategy, model training, and integration by providing access to specialized expertise through the AI Specialists Hub MCP endpoint. This tool accepts queries and requests as inputs and returns tailored guidance and solutions as outputs.

Canonical page: https://skillsregistry.net/skills/erikashby-ai-specialists  
JSON: https://api.skillsregistry.net/v1/skills/erikashby-ai-specialists

## Description

Interact with AI Specialists via the AI Specialists Hub MCP endpoint.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/erikashby-ai-specialists)

## 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": "erikashby-ai-specialists"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/erikashby-ai-specialists` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/erikashby-ai-specialists/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