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