TN

TrueNorth AI

Design Spec: 21 Sept 2026

POC10 to Pilot-Ready Product Architecture · React 19 + Supabase + Cloudflare Pages

Target: Staging Pilot Delivery
Client Verification Checklist ↓
CLIENT REVIEW MATRIX

Sub-Project Verification & Acceptance Guide

Track acceptance criteria as each sub-project is deployed to staging (truenorth-ai-a5j.pages.dev).

Sub-Project Deliverable Area What The Client Will Test On Staging Status
SP1 6 Interactive Exercises All 6 exercises fully playable with real engine scoring and tier transitions (CF rule flip, EI retries). ✓ Deployed
SP1 Teacher Portal CRUD Add, soft-remove, restore, and permanently delete students with typed confirmation. Groups & Actions tab with pedagogical strategies. ✓ Deployed
SP2 Edge Password Gate Unauthenticated visitors blocked by shared password screen; token persists session. ✓ Deployed
SP2 Zero-Key Claude Proxy Intake report generates via Edge Function; zero API keys or secrets in browser bundle. Claude model selection and fallback working. ✓ Deployed
SP2 Adult Magic Link & Child Privacy Adults log in via magic link; child records remain pseudonymous without passwords or logins. Public auth callback route enabled. ✓ Deployed
SP3 AI Hypothesis Extraction & Regeneration Claude extracts hypotheses from free-text answers; real exercise instances update report with empirical evidence. ✓ Deployed
SP3 Hypothesis Verdicts & Phrasing Outputs Consistent / Contradicted / Not Yet Testable with agreed diplomatic phrasing. ✓ Deployed
SP4 Qualitative Rubric Judgement Claude judges CT & SE responses against Dr. Chew Lee's rubric facets, replacing word counts. ⏳ Awaiting Rubric

Last Updated: 2026-09-21 — Post-deployment verification

Staging URL: truenorth-ai-a5j.pages.dev