Make Scenario Builder is a skill aimed at architects and developers who need to design automation workflows on the Make (formerly Integromat) platform. It takes a high-level automation objective and produces a detailed architectural blueprint that specifies the exact modules, triggers, and logic structures needed before any work is done in the Make editor.
The skill covers the structural elements that go beyond simple app-to-app connections. It designs routers and conditional filters for multi-branch data flows, iterators and array aggregators for processing collections, and webhooks alongside standard triggers and actions for initiating scenarios. Error-handling directives — Break, Resume, Ignore, and Rollback — are incorporated into the design to prevent silent workflow failures.
A notable design goal is avoiding the module hallucination problem common in general-purpose AI: this skill follows a framework intended to reference only components that exist on the Make platform, and it produces validation checklists alongside each blueprint. The output also covers JSON mapping for scenario blueprints, which can be used as a reference when constructing the actual scenario in Make.
This is a design and planning skill, not a runtime connector. It does not execute scenarios, authenticate with Make’s API, or manage live scenario runs. Its output is an architectural plan that a developer then implements manually in the Make editor.