Progress & Signal Score
Capability Signal Dashboard
Live portfolio score from labs, standups, peer review, and AI collaboration (GitHub optional).
The Capability Signal Dashboard at `/account/portfolio` is your learner-facing view of engineering evidence.
Categories
Problem Solving, Code Quality, System Design, Debugging Velocity, and Collaboration Impact each score 0–100. The overall score is their average, updated when new telemetry arrives.
Trend
The 30-day trend compares your current overall score to a snapshot from 30 days ago. The sparkline shows recent overall score history.
What feeds it
| Source | Examples |
| --- | --- |
| Code commits | Lab submission pass (all learners); optional GitHub push webhook |
| Debug sessions | Sandbox execute with resolved/failed runs |
| Peer reviews | Cohortmate reviews on your lab submissions |
| Standup participation | Joining live cohort standups |
| AI collaboration | Lab hints, Shadow Pair, automated lab review |
Certificates
Course completion updates progress and your portfolio timeline. Signal Score and lab artifacts remain the primary recruiter proof — certificates are supplementary when offered.