firm-cli 1.1.1

One command to create, start, and manage AI agent firms — inter-session Hebbian memory included

firm-cli

One command to create, start, and manage AI agent firms with inter-session Hebbian memory.

Install

pip install firm-cli

Quick start

# Generate a fintech startup firm
firm init --sector fintech --size startup --output ./my-firm

# Start both MCP servers (138 + 18 tools)
cd my-firm && firm start

# Check status
firm status

# View Hebbian memory dashboard
firm memory status

What it does

firm init generates a complete VS Code Copilot agent firm — a pyramidal organization of AI agents (CEO → Departments → Specialists) pre-configured for your industry sector.

Size	Departments	Agents
startup	4	~20
scaleup	12	~60
enterprise	18	~100+

15 sectors: generic, legal, medtech, ecommerce, fintech, saas, manufacturing, education, realestate, logistics, media, automotive, energy, hr, consulting

7 stacks: typescript, python, java, dotnet, go, rust, mixed

Commands

Command	Description
firm init	Generate a new AI agent firm
firm start	Start MCP servers (openclaw-extensions + memory)
firm stop	Stop MCP servers
firm status	Show ecosystem component status
firm memory status	Hebbian memory dashboard (weights, drift)
firm memory analyze	Run Hebbian clustering analysis
firm config set <k> <v>	Set configuration
firm config show	Show current configuration

Part of the Firm Ecosystem

• firm-ecosystem — Architecture docs
• mcp-openclaw-extensions — 138 MCP tools
• Memory-os-ai — Semantic memory engine

License

MIT