Build training pathway system: pathways index, student profiles (Bruno, Riley), recommendation engine

entities/students/bruno.md

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+---
+type: student-profile
+date: 2026-05-03
+---
+
+# Bruno — Student Profile
+
+## Who He Is
+- Active student on Team 2890
+- Planner — uses kanban for life management
+- Working on roller coaster sub-task 3 (stuck 4+ days)
+- Active in robotics build
+
+## Training Progress
+
+| Track | Level | Status | Last Updated |
+|-------|-------|--------|--------------|
+| Electrical | Unknown | Not started | — |
+| Mechanical | Unknown | Not started | — |
+| Pneumatics | Unknown | Not started | — |
+
+## Current Tasks (from board)
+- [ ] Build battery box (high priority)
+- [ ] Build vertical battery box (medium)
+- [ ] Roller coaster: finish cart body [1/5]
+- [ ] Roller coaster: finish bogie design [2/5]
+- [ ] Roller coaster: finish track designs [3/5]
+- [ ] Roller coaster: assemble cart and bogie in CAD [4/5]
+- [ ] Roller coaster: print them out [5/5]
+- [ ] Organize robotics storage room
+
+## Notes
+- Bruno tends to take on too many tasks at once
+- Needs help with task decomposition (roller coaster is split into 5 sub-tasks)
+- Planner by nature — kanban approach works well for him
+
+## Recommended Next Step
+Start with Electrical Level 1 — component identification. He has hands-on electrical tasks (battery box) that would benefit from foundational knowledge.
+
+---
+
+## How MrC Updates This
+
+MrC updates this profile when:
+- Bruno asks a question (routes to level)
+- Bruno completes a training level
+- MrC surfaces a gap or recommendation

entities/students/riley.md

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+---
+type: student-profile
+date: 2026-05-03
+---
+
+# Riley — Student Profile
+
+## Who He Is
+- Student on Team 2890
+- Technician, former driver
+- Discord: rileythesheep
+- Currently working on: Rebuild climber assembly (high priority)
+
+## Training Progress
+
+| Track | Level | Status | Last Updated |
+|-------|-------|--------|--------------|
+| Electrical | Unknown | Not started | — |
+| Mechanical | Unknown | Not started | — |
+| Pneumatics | Unknown | Not started | — |
+
+## Current Tasks (from board)
+- [ ] Rebuild climber assembly (high priority, mechanical)
+- [ ] Audit GPS sensor wiring (high priority, electrical)
+
+## Notes
+- Hands-on experience (driver background)
+- Good mechanical instincts
+- Taking on high-priority repair tasks
+
+## Recommended Next Step
+Based on current tasks (climber assembly, GPS wiring), Riley should start Electrical Level 1 and Mechanical Level 1 in parallel — the tasks require both electrical and mechanical knowledge.
+
+---
+
+## How MrC Updates This
+
+MrC updates this profile when:
+- Riley asks a question (routes to level)
+- Riley completes a training level
+- MrC surfaces a gap or recommendation