Skip to main content
plugin

ai-firstify — Claude Code plugin: what it does, how to install

Audits repositories, refactors architecture for AI-assisted workflows, and bootstraps new codebases from scratch.

Install into Claude Code · Plugin marketplace All methods and platforms ↓
/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-firstify@claude-community
Open on GitHub

What ai-firstify does

The plugin evaluates codebases against 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp. You can trigger it with the /ai-firstify slash command or by asking the agent to review the repository.

It provides three distinct operating modes. Audit mode inspects the project across 7 dimensions and generates a scored report without editing files. Re-Engineer mode performs an audit first, then applies structural changes in 7 sequential phases. The bootstrap mode sets up a new codebase through interactive discovery questions.

Audit mode is strictly read-only. That makes it safe to run on existing branches without worrying about unexpected file changes.

What it helps with

  • Audit codebase architecture across 7 dimensions with scored reports
  • Re-engineer project structure through 7 sequential fix phases
  • Bootstrap new software projects using interactive discovery questions

Example prompts for the agent

  • /ai-firstify
  • Audit this project and generate a scored report
  • Bootstrap a new project from scratch

How to install ai-firstify

Plugin marketplace

/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-firstify@claude-community

Step by step, with commands for each platform: Claude Code plugins: marketplaces, installing, and building your own

Questions about ai-firstify

How to install ai-firstify in Claude Code?

Add the marketplace by running /plugin marketplace add anthropics/claude-plugins-community. Then install the plugin using /plugin install ai-firstify@claude-community.

What does ai-firstify do?

It audits codebases for AI-first design principles and applies architectural fixes. It can also scaffold new project structures through guided questions.

How does Audit mode differ from Re-Engineer mode?

Audit mode is strictly read-only and delivers a scored report across 7 dimensions. Re-Engineer mode runs the full audit first, then actively applies code changes in 7 phases.

Source text

ai-firstify · MIT
# ai-firstify

Audit, re-engineer, or bootstrap projects to align with AI-first design principles. Based on the 9 design principles and 7 design patterns from the [TechWolf AI-First Bootcamp](https://ai-first.techwolf.ai).

## Install

```bash
# Add the TechWolf marketplace (once)
claude plugin marketplace add techwolf-ai/ai-first-toolkit

# Install the plugin
claude plugin install ai-firstify@techwolf-ai-first
```

### Codex

```bash
./install.sh ai-firstify
```

Update, uninstall, or verify:

```bash
./install.sh update ai-firstify
./install.sh uninstall ai-firstify
./install.sh verify ai-firstify
```

For Codex, this plugin installs:

- `ai-firstify`

The installer also writes plugin metadata into the installed skill directory and copies a Codex guidance file into `~/.codex/skills/.techwolf-ai-first/plugins/ai-firstify/`.

### Google Antigravity

```bash
./install.sh ai-firstify --ide antigravity
```

Update, uninstall, or verify:

```bash
./install.sh update ai-firstify --ide antigravity
./install.sh uninstall ai-firstify --ide antigravity
./install.sh verify ai-firstify --ide antigravity
```

This installs the plugin as `~/.gemini/config/plugins/ai-firstify/` (`plugin.json` + `installed_version.json` + `skills/`), the same layout Antigravity uses for its own plugins.

## Usage

The skill triggers automatically when you ask Claude Code to:

- **Audit** a project: "review", "audit", "analyze", "assess"
- **Re-Engineer** a project: "ai-firstify", "fix", "improve", "transform"
- **Bootstrap** a new project: "start", "new project", "bootstrap", "build from scratch"

Or invoke directly:

```
/ai-firstify
```

## Modes

1. **Audit**: Read-only analysis across 7 dimensions with a scored report
2. **Re-Engineer**: Full audit followed by active fixes in 7 phases
3. **Bootstrap**: Interactive new project setup with discovery questions

## License

This project is licensed under the [MIT License](../../LICENSE).

© techwolf-ai · MIT · techwolf-ai/ai-first-toolkit

Similar plugins

All plugins for Code review and refactoring →

From the same set2

Project sponsors

Companies that keep this analytics open
Gold sponsor

Impressions, clicks and code copies — open statistics. We keep the numbers public for the same reason NeBlask itself is public. Become a sponsor