# AI Develop Assistant

> Use this tool when you need to streamline AI development by analyzing requirements and designing architectures efficiently. It solves problems of unclear project scope and manual architecture planning by providing guided clarification questions and automated generation. The tool takes in project requirements as input and outputs a well-structured architecture design, making it ideal for use at the initial stages of AI project development.

Canonical page: https://skillsregistry.net/skills/jiemobasixiangcai-ai-develop-assistant  
JSON: https://api.skillsregistry.net/v1/skills/jiemobasixiangcai-ai-develop-assistant

## Description

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u8c2igu5tn)
- **Repository:** <https://github.com/jiemobasixiangcai/ai-develop-assistant>

## 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": "jiemobasixiangcai-ai-develop-assistant"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jiemobasixiangcai-ai-develop-assistant` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jiemobasixiangcai-ai-develop-assistant/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