Recommendations

Recommendations service

Audience: domain, product
Status: specced
Owns: product + backend
Depends on: LMS overview, Lifecycle

Product intent

• When an interview (or similar gate) finds competency gaps, CAP recommends LMS courses.
• Integration: gRPC lms.v1.RecommendationsService.RecommendCourses (CAP → LMS). Mock client remains until LMS implements the service.
• Shown to the candidate and to panelists when relevant.
• Application may close with reason GAP_TRAINING until gaps are addressed.
• LMS completion emits lms.course.completed (independent LMS certificate). CAP may consume that event to clear gap training later.

See also

• Invariant INV-06 → Domain entities
• Flow → Experience flows — gap training
• API / integration → API overview — Recommendations
• Test → TC-GAP-01
• LMS overview