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R&D / Product
Active

The core product — 147 interactive lessons teaching non-technical people how to use the terminal and Claude Code. AI-powered onboarding, theming, text-to-speech, community forum, and peer help.

Active Systems
📚 Curriculum Engine Manual + AI
147 lessons across 14 levels. JSON-driven content with 10 interactive section types (Quiz, FillInBlank, ClickMatch, TerminalPreview, etc.). Content authored manually, structured and validated with AI assistance. Each lesson is a standalone JSON file with metadata, sections, and completion criteria.
React 18 TypeScript Vite JSON lessons 10 section types
🤖 AI Onboarding AI
Personalized learning plans generated by Claude or Gemini. Students describe their background and goals, AI analyzes the full curriculum and builds a custom path highlighting priority levels and recommended lessons. Plans saved to DB and shown on dashboard.
Anthropic API Gemini API Rate limited Prompt injection guard
🎨 AI Palette Generator AI
Admin describes a theme hint, AI generates a full 14-token color palette for both dark and light modes. Colors validated against CSS hex/rgba patterns. Stored in DB, selectable by all users. Supports both Anthropic and Gemini providers.
Anthropic Gemini 14 CSS tokens Dark + Light
🗣️ Text-to-Speech Auto
Browser SpeechSynthesis API reads lesson content aloud. Admin-configurable voice, rate, pitch, volume. Per-section toggles (narrative, guideStep). Voice matched by name across browsers. Zero backend cost — no audio files, no external APIs.
Web Speech API Admin toggle Zero cost
💬 Community Forum Auto-moderated
Discussion categories (general + lesson-specific), threads with titles/bodies, replies, upvote/downvote voting, full-text search via PostgreSQL tsvector. Image attachments (client-side resize, base64). Content moderation pipeline on all user input. Feature requests via genie-themed wish system.
PostgreSQL tsvector Socket.IO Image lightbox Moderation
🤝 Peer Help Auto-moderated
Real-time help system via Socket.IO. Students request help on specific lessons, peers can offer assistance and chat. Dual moderation pipeline: sanitizeForPrompt() for AI injection guard + moderateContent() for profanity and link spam.
Socket.IO Content Moderation Lesson-specific
Roadmap
Future agents and systems for this department will be documented here as they're planned and built.