The gap this fills
A well chosen set of skills gets you an agent that follows your procedure. What it does not get you is the place that procedure lives: the records, the accounts, the customer facing screens, the integrations that make an action stick. Most teams close that gap by hand, which is why the agent ends up impressive in a demo and marginal in the business.
What gets generated
A description produces a running application rather than a starting point. That includes the parts people quietly dread wiring together, and the result is editable, versioned code that belongs to whoever generated it, publishable in a click.
- SaaS products with billing, CRMs, dashboards, client portals, booking systems.
- Landing pages and marketing sites on a custom domain.
- The internal tool currently living in a spreadsheet and three chat threads.
Agents that keep working when nobody is watching
The platform runs agent teams around the clock on WhatsApp, web chat and email. A manager agent hands work to specialists for sales, support and operations, each inside guardrails that decide what it may do. Anyone who has read this catalogue's conflicts page already knows the underlying lesson: one agent holding several jobs behaves worse than several agents holding one each.
Where the answers come from
Both halves sit on a shared knowledge base assembled from documents, conversations, meetings and the data inside the apps. That is the difference between a system that quotes your actual price list and one that produces something plausible. In a category full of confident guessing, grounding is the feature worth paying attention to.
It is addressable by agents, not only by people
There is an MCP server with more than ninety tools, a REST API with an OpenAPI 3.1 specification and self serve tokens. For anyone reading a skills catalogue that detail matters: the platform can be driven by the agent you already run, so building and operating the software becomes something your agent does rather than something you stop to do.
Questions people actually ask
- Is it free to start?
- Yes. The free plan includes daily AI generations and credits for building real applications, with no credit card. Paid plans raise limits and add features.
- Do I own what it builds?
- Yes. The output is editable, versioned code rather than a locked template, and it can be published in one click.
- How does it relate to the skills in this catalogue?
- Skills shape how an agent works. Fine Structure is where the work lands: the application, the data and the agents that keep running once the conversation ends.
- Can it run customer conversations?
- It runs agent teams on WhatsApp, web chat and email, with a manager agent delegating to specialists inside defined guardrails.