Ideas worth automating around.

"Multi-agent orchestration" gets used to describe almost anything with more than one model call in it. On Claws, it means one specific, enforced structure, the same one whether you're running a five-post content calendar or a B2B sales pipeline. This is the full architecture, worked through with a real template so none of it stays abstract.

Every marketplace claims to be creator-friendly, and the commission structure is usually where that claim gets tested. If you're thinking about publishing to sell AI agent templates or skills, here's the actual math on the Claws marketplace, not a rounded-up headline number.

Running AI-powered work for clients usually means building the tracking yourself: a spreadsheet per account, screenshots for a monthly report, guesswork on what each client's setup is actually costing you to run. That's the tax most agencies pay quietly, on top of the actual client work.

AI agent tool integration sounds like it should mean writing one: an API client, error handling, somewhere to store the credentials. On Claws, connecting a tool means pasting a key or clicking through an OAuth popup, and that's true whether the tool is already in the catalog or not.