# ai-dev-framework

> ai-dev-framework — justnessresponse962-ai-dev-framework. Use this tool when you need to build reliable AI-powered software with a focus on quality and testing. It solves problems of inconsistent code quality and unreliable deliveries by implementing test-driven development, sub-agents, and review checkpoints. The ai-dev-framework takes in code specifications and outputs a fully tested and validated AI development framework, integrating with git for version control.

Canonical page: https://skillsregistry.net/skills/justnessresponse962-ai-dev-framework  
JSON: https://api.skillsregistry.net/v1/skills/justnessresponse962-ai-dev-framework

## Description

Build a spec-first, quality-gated AI dev framework for Claude Code with TDD, sub-agents, and review checkpoints for reliable software delivery

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Justnessresponse962/ai-dev-framework)

## 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": "justnessresponse962-ai-dev-framework"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/justnessresponse962-ai-dev-framework` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/justnessresponse962-ai-dev-framework/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