AIT - Your AI Team and Personal Knowledge Base
A Claude Code plugin that gives you a personal AI team and knowledge base.
What You Get
- Chief of Staff — An AI team lead that delegates tasks to the right team member (you name them during setup)
- Senior Researcher — Produces expertise briefs when new hires are needed (you name them during setup)
- HR Director — Hires new AI team members on demand (you name them during setup)
- Knowledge Base — A SQLite database with full-text search for storing and retrieving your notes, documents, bookmarks, and more
Install
# Install directly from GitHub (marketplace + plugin bundled in one repo)
claude mcp add-plugin rappdw/ait
Or for local development:
claude --plugin-dir /path/to/ait
Quick Start
# 1. Set up your project — you'll name your team during setup
/ait-setup Alice
# 2. Hire a specialist
/ait-hire frontend developer
# 3. View your team
/ait-team
# 4. Ingest files into the knowledge base
# Drop files in Team Inbox/, then:
/ait-ingest
Skills
| Skill | Description |
|---|
/ait-setup [name] | Scaffold the AI team: directories, CLAUDE.md, agents, and knowledge base |
/ait-hire <expertise> | Hire a new team member (runs the researcher → HR pipeline) |
/ait-team | Display the current team roster |
/ait-ingest [path] | Process files into the knowledge base |
How It Works
- You talk to your Chief of Staff (via CLAUDE.md). They never do work directly — they delegate.
- Your Chief of Staff picks the right team member based on expertise, or hires a new one.
- Team members deliver to your personal inbox (
{Name}'s Inbox/).
- The knowledge base stores and indexes everything for fast retrieval.
Repository Structure
ait/
├── .claude-plugin/ # Plugin + marketplace metadata
│ ├── plugin.json
│ └── marketplace.json
├── skills/ # Claude Code skills (ait-setup, ait-hire, ait-team, ait-ingest)
├── pkb/ # Personal Knowledge Base engine (Python)
├── demo_script.md # Guide for demoing to non-technical users
└── README.md
Project Structure (after running /ait-setup)
your-project/
├── .claude/agents/ # AI team member definitions
│ ├── {researcher}.md
│ └── {hr-director}.md
├── CLAUDE.md # Chief of Staff's orchestrator identity
├── Team/ # Shared workspace
├── Team Inbox/ # Your input channel: file drops, task requests, reference material
├── {Name}'s Inbox/ # Your personal inbox
└── kb/
└── pka.db # SQLite knowledge base
Requirements
- Claude Code CLI
- SQLite 3 (for the knowledge base)
License
MIT
rappdw
