# AI Dev Kit

> AI Dev Kit is a complete plugin-oriented developer workspace for AI coding assistants. It ships everything needed to run professional-grade engineering workflows — TDD, code review, security audit, CI/CD, ML pipelines, infrastructure-as-code, code quality analysis, and debt tracking across Claude Code, Codex, OpenCode, and Gemini CLI. Think of it as a system prompt that scales to 59 specialized skills and 33 domain agents, with lifecycle hooks and automated validation.

## Facts
- Page: https://tashan.sh/capability/plugin-noah-sheldon-ai-dev-kit-ai-dev-kit
- tashan id: plugin:noah-sheldon/ai-dev-kit/ai-dev-kit
- Source: https://github.com/noah-sheldon/ai-dev-kit
- Type: plugin
- Category: devtools
- tashan score: 30.0 / 100
- Adoption: 22.0
- Upkeep: 44.0
- Freshness: 57.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- GitHub stars: 13
- License: MIT
- Official: no

## Install

```sh
/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-dev-kit@claude-community
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-09-13 by tashan (https://tashan.sh) from public evidence. Scorer s5.