course-generation-workflow

Automated lesson planning and curriculum generation can be achieved by enforcing a deterministic, linear workflow that verifies known file locations instead of searching. This process uses pre-flight checks for templates and checklists to generate curriculum.yaml and lesson markdown files reliably.

A deterministic course generation workflow is a strict, linear sequence of steps that builds courses without using glob or grep file hunting. It relies on known file paths and pre-flight checks to create curriculum and lesson files, ensuring reliable and predictable outputs.

To validate course quality after generating curriculum and lessons, you apply a quality checklist. The workflow runs a validation loop using ANALISE-QUALIDADE-CHECKLIST, identifies priority issues, and resolves them before the course generation process completes.

Yes, generating a course in CreatorOS requires specific templates and checklists to exist at known mapped paths. The workflow performs pre-flight checks to verify these file locations and creates a COURSE-BRIEF.md in the outputs/courses directory before proceeding.

Course generation workflows break when relying on searching, guessing, or hunting for inputs. Using a strict file location map with guardrails prevents these breaks by enforcing a known execution path and verifying all required assets before running.

Yes, you can generate course content without glob or grep by using a linear workflow that enforces known file locations. This approach requires templates and checklists at mapped paths, creating or reading a COURSE-BRIEF.md file to guide the deterministic generation sequence.