📊 Database totals
Demo sandbox — loading roster from Mongo…
👥 Demo roster
—
One card per student — open the dashboard, IEP summary, behavior plan, or staff tracker. Refreshes after IEP PDF import or demo-ready.sh.
No students yet —
IEP PDF import
or run demo-ready.sh.
💚 Behavior & interventions
—Active BIPs from IEP PDF import (Behavior-area goals) and Dev hub. Each row links to Behavior System on the student dashboard and the staff intervention tracker.
No behavior plans yet — import an IEP PDF with a Behavior goal or add one in Dev hub.
📄 District onboarding (roadmap)
Goal: ship PulsePoint fully wired (UI, API, AI, monitoring) with a clean database—no roster or IEP rows until staff add them. Teachers upload an IEP-at-a-glance (or future supported template); AI drafts students, goals, and accommodations; staff review and commit before Mongo is updated. Demo-only stacks can still use seed below.
- Deploy — Docker Compose (nginx + API + Mongo + …); data lives in volumes, not in the HTML tree.
-
Skip seed in production —
/api/seed-allis for training and QA, not live FERPA data. - Planned import — attachment → extract text → structured LLM prompt → review UI → writes to Mongo (details TBD).
- Privacy — prefer on-prem inference for PHI; minimal retention of raw uploads; align logging with district policy.
🧪 District demo path
Start here on :13002PDF import creates the student · Dev hub adds assignments · Enhanced dashboard is what the kid sees. Hub AI below is advice only — use Dev hub AI to write to Mongo. Get started (share with users) → · Full instructions
tunson💬 PulsePoint AI
Teacher · OllamaAdvice only — does not write to Mongo. To apply assignments and supports to a student dashboard, use Dev hub → PulsePoint AI → Student dashboard. IEP PDF: draft dashboard from upload (Ollama). On demo stacks only, staff can commit student + goals — never on production.
📡 Real-Time Monitoring
WebSocket Live📊 Grafana Dashboards
Prometheus Metrics🎯 IEP Goals & Progress
IEP goals?name=Full%20Name for one
student summary (print / PDF)
?name= after staff selects a student (no roster shortcuts here)
👥 Student Access
0 studentsQuick open: Student login (emoji cards) · Enhanced dashboard
📝 Assignments & Games
Universal hub
Every activity is listed in one place — open the hub for the full catalog (auto-indexed from
/public/assignments).
🖥️ Teacher & Admin Tools
npm run snapshots:daily to refresh
💵 Funding & district
Authorized🖼️ One-pager snapshots (PNG)
Staff · FERPA
Daily PNG exports of each student’s one-pager at the same depth as
?meeting=1 (assignments & standards grid, full behavior text). Opens only after the same
staff passcode as Teacher Hub (staff_passcode in
control-center-config.json). Regenerate with npm run snapshots:daily.
🔌 API Endpoints
This server
Funding dashboard (/funding.html after the gate) also loads
/api/stats, /api/activity, goals, progress, and AI digest endpoints.