Canvas Assignment Workflow Automation
Canvas Pilot is assignment workflow automation for recurring Canvas coursework. It does not try to silently submit work. It makes repeated planning, routing, drafting, checking, and reporting less manual.
The automation boundary
Canvas Pilot automates the workflow around assignments: finding the real spec, applying the known course pattern, creating review-ready outputs, and writing a report. The student remains responsible for review and submission.
scan -> approve -> run selected workflow -> inspect draft/report -> submit manually if appropriate
Why recurring patterns matter
The highest leverage is not a single assignment. It is the weekly shape that repeats: the same hidden spec source, the same constraints, the same output format, and the same checks. Canvas Pilot captures that shape as a local workflow instead of forcing the user to explain it again.
Not a generic integration zap
General automation platforms can connect tools. Canvas Pilot is more specific: it is built around Canvas LMS coursework, local agent execution, private course overlays, approval boundaries, and inspectable run state.
Related pages
Read the student workflow automation page, the open-source Canvas LMS AI agent page, or the GitHub repo.