# Vibn AI Capabilities (Condensed)

> **Note:** The definitive, ground-truth list of AI capabilities and instructions is maintained in the codebase at `vibn-frontend/lib/ai/vibn-tools.ts`. 

## Core Architecture
Vibn uses an MCP (Model Context Protocol) adapter to expose backend systems to the AI.
The primary systems are:
1. **Coolify:** For orchestrating Docker containers, PostgreSQL databases, reverse proxies (Traefik), and deploying third party apps.
2. **Gitea:** For hosting source code and managing repositories.
3. **Dev Containers:** Persistent, per-project Docker environments (`vibn-dev-*`) where the AI can read, write, and execute code interactively before shipping.

## Tool Categories
- **Workspace & Identity:** Retrieve Gitea credentials and workspace metadata.
- **Projects & Planning:** Create projects, read/write objective documents (`plan_vision_set`), manage tasks, log decisions.
- **File System (`fs_*`):** Read, write, edit (with line-number granularity), grep, and tree codebase directories.
- **Shell (`shell_exec`):** Run terminal commands inside the dev container (e.g. `npm install`).
- **Dev Servers (`dev_server_*`):** Spin up background processes (like `npm run dev`), view their logs, and return live Preview URLs (`*.preview.vibnai.com`) backed by Traefik.
- **Apps & Databases:** Create, list, configure, and delete Coolify applications and databases.
- **Domains & Auth:** Manage DNS records via OpenSRS and deploy auth providers (NextAuth, Supabase, etc).
- **GitHub & Web (`github_*`, `http_fetch`):** Source open-source reference material, read documentation, and import repositories.

*Refer to the system prompt in `vibn-frontend/app/api/chat/route.ts` for exact rules on how the AI should behave.*