Practical Notes
- Quant: the README supports Python 3.7 through 3.13, which is broader than many newer agent projects.
- Quant: release notes in the README show frequent 2026 updates, including browser tools, skill hub, memory upgrades, and multiple model additions.
Rollout pattern
- Start with one channel or the web console, not every supported channel at once.
- Delay browser automation until the basic dialog, memory, and model configuration path is stable.
- Use a cost-aware model selection because the README warns that agent mode consumes more tokens than normal chat mode.
Watchouts
This assistant reaches across local systems and external channels, so model cost controls, channel scoping, and browser permissions should be reviewed before broad deployment.
FAQ
Q: Can I skip source installs? A: Yes. The README provides one-line run scripts for Linux/macOS and PowerShell on Windows.
Q: What if I need browser actions?
A: Install the optional browser layer with cow install-browser after the base service is stable.
Q: Why is model choice important? A: The maintainers explicitly note that agent mode can use more tokens than standard chat.