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LearnPulse — AI Student Retention SaaS (Next.js 16 Source Code)

Predict which students will drop out, see why, send the fix. Full Next.js 16 source.

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  • Free lifetime updates
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  • Licensed copy · live-site activation, development free

What's included

  • Full Next.js 16 source, TypeScript strict
  • Risk engine, student dashboard, AI Brain
  • AI Agent queue: edit, approve, send
  • Better Auth: passkeys, Google, magic link, codes
  • Plans and prices set in the admin, synced to Stripe
  • Admin: users, plans, blog CMS
  • Licence activation with your purchase code
  • Prisma schema, migrations, demo seed
  • 10 react-email templates
  • AGENTS.md, CLAUDE.md, Cursor and Windsurf rules
  • README, FEATURES, CHANGELOG, architecture docs
  • 20 screenshots from the production build
Framework
Next.js 16
Language
TypeScript
Database
PostgreSQL + Prisma
AI
Anky AI API
Auth
Better Auth
Deploy
Vercel, Any Node host, Docker
File size
10.5 MB
Version
v1.0.1
Updated
Sep 28, 2026

Technical details

Made with

Claude Code

Model: Claude Opus 5.5

Built and documented with Claude Code on Claude Opus 5.5.

Works with

  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
  • GitHub Copilot
  • Windsurf

AGENTS.md and docs/ai/ let agents change it without scanning the repo.

Try it

Demo accounts
User and admin, one click
Demo data
3 courses, 40 students, 30 days
AI Brain
Demo answers without a key

Licences

Code
Your ANKY.AI tier (LICENSE.md)
Activation
Purchase code on your live site
Dependencies
Their own open-source licences

LearnPulse is a complete AI student-retention app for online courses. It scores every student's dropout risk from 0 to 100, names the root cause and drafts the re-engagement email, so course creators step in before a student is lost. It is a finished product, not a UI kit: a risk engine, student analytics, an AI assistant grounded in each student's data, an intervention queue and course health.

Underneath is a production platform: Better Auth with passkeys, Google, magic links and email codes; plans and prices you set in the admin, synced to Stripe as subscriptions and lifetime plans; an admin with users, plans and a blog; email through Resend, Mailgun or SMTP; S3 or R2 storage; database-backed rate limits, security headers and environment checks at boot. Light, dark and mobile, with ⌘K search and a docked AI panel.

Run it locally in minutes with Docker, two demo accounts and 40 seeded students. AI Brain works without a key in demo mode, or live with an Anky AI API key (OpenAI-compatible). AGENTS.md, CLAUDE.md, Cursor and Windsurf rules and a codebase map let Claude Code, Codex or Cursor rebrand it and add features with you.

What you are buying: The full Next.js 16 source of LearnPulse: the retention app, the risk engine, the AI Brain assistant, the admin, the database schema and demo seed, and the docs. Nothing else to buy to run it; deploy it on Vercel or any Node host with PostgreSQL.

Third-party costs: LearnPulse can connect to Stripe, an email provider (Resend, Mailgun or SMTP), S3 or R2 storage and the Anky AI API. Each bills you directly for your usage and stays off until you add its key; none is needed to try the app.

LearnPulse · AI student retention

See who is about to drop out
and win them back

A risk score for every student, the reason behind it and a ready-to-send email, so course creators step in before a student is lost.

  • Full source
  • Risk engine + AI Brain
  • Passkeys & Stripe
  • Light, dark & mobile
LearnPulse student dashboard with the AI Brain panel

0–100

Risk score per student

4

Risk levels

5

Sign-in methods

10

Email templates

1

One-time payment

Everything included

One app for retention, not six tools

  • Risk engine

    An explainable 0–100 score from inactivity, engagement change, stalled lessons, video time and schedule, with the root cause named.

  • AI Brain

    A chat docked on every page that answers from the student's real data: explain the risk, predict the outcome, draft the email.

  • Intervention queue

    Drafted re-engagement emails you edit, approve and send through your provider. Nothing goes out on its own.

  • Student analytics

    Learning activity, predicted outcome, habits, devices and a full activity timeline for every student.

  • Secure platform

    Better Auth with passkeys, Google, magic links and codes, plus rate limits, security headers and workspace isolation.

  • Billing and admin

    Plans and prices edited in the admin and synced to Stripe, subscriptions and lifetime plans, a customer portal, and an admin for users and a blog.

How it works

From course activity to a saved student

  1. 1

    Feed it activity

    Write ActivityEvent rows from your LMS webhooks or an import job: logins, lessons, videos, quizzes. The seed gives you 40 students to start.

    npm run db:seed
  2. 2

    See who needs you

    Home and Risk Alerts rank every enrollment by risk, with the primary cause and a 48-hour churn warning.

    Risk Alerts worklist
  3. 3

    Ask AI Brain why

    Open a student and ask. Answers are grounded in that student's analytics, signals and notes.

    AI Brain explaining a student's risk
  4. 4

    Send the right nudge

    Approve the drafted email in the AI Agent queue and send it through your provider.

    AI Agent queue with drafted emails

Who it's for

Built for anyone who teaches online

  • Course creators and coaches

    See every morning which students are slipping and send a personal nudge in two clicks.

  • Cohorts and bootcamps

    Track a whole cohort and spot students stuck on the same lesson.

  • Memberships

    Catch disengagement before it becomes a cancelled renewal.

  • Edtech startups

    Launch a branded retention product with workspaces, billing and admin built in.

  • Customer onboarding teams

    Treat onboarding tracks as courses and find accounts that stall.

  • Agencies

    Resell a white-label retention dashboard to course-creator clients.

Make it yours

Customize it with Claude Code

The repo ships with AGENTS.md, CLAUDE.md and a codebase map. Open it in Claude Code, Codex or Cursor and ask in plain words:

  • “Rebrand it as FocusTrack with an emerald accent and my logo.”

  • “Connect my Teachable webhooks and write ActivityEvent rows for lesson completions.”

  • “Add a nightly cron that re-analyzes every student and emails me the critical ones.”

  • “Add a Cohorts page that groups students by start date.”

Project specs

Everything you need to evaluate the stack at a glance.

Framework
Next.js 16
Language
TypeScript
Database
PostgreSQL + Prisma
AI models
Anky AI API
Auth
Better Auth
Deployment
Vercel, Any Node host, Docker
Version
v1.0.1
Last updated
Sep 28, 2026

Tech stack

Ships with AGENTS.md, CLAUDE.md, GEMINI.md and .cursor/rules.

React 19Tailwind CSS 4shadcn/uiPrisma 7Better AuthStripereact-emailMotionHugeiconsZodOpenAI-compatible AI
Package contentsAIinstruction files for coding agents
    • app
    • actions
    • lib/learnpulse
    • lib/ai/anky.ts
    • components/learnpulse
    • components/ui
  • .anky
  • README.md
  • FEATURES.md
  • CHANGELOG.md
  • LICENSE.md
  • AGENTS.mdAI
  • CLAUDE.mdAI
  • .env.exampleAI
  • docker-compose.yml
  • package.json
Quick start
$ npm install
$ cp .env.example .env
$ docker compose up -d
$ npm run db:migrate
$ npm run db:seed
$ npm run dev

Open the folder in Claude Code, Codex or Cursor and ask it to rebrand, add a feature or deploy — the instruction files explain the architecture and conventions.

#student retention software#course creator dashboard#lms analytics#nextjs saas source code#ai saas app#edtech saas template#churn prediction#better auth stripe prisma#shadcn dashboard#claude code ready

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