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Prism Context Engine v1.0.3 - Now with FlexSearch & Azure OpenAI!
Changelog

Changelog

All notable changes to Prism Context Engine across all applications.

This changelog follows Keep a Changelog  and Semantic Versioning .


📦 Version 1.0.3 - January 3, 2026

A comprehensive update bringing production-ready features, unified branding, and enhanced user experience across the entire platform.


🌐 Dashboard

✨ Added

  • Animated Landing Page: GSAP ScrollTrigger-powered hero section with smooth parallax effects and scroll-based pinning
  • Authentication System: Complete Clerk integration with session management and protected routes
  • Subscription Management: PayPal integration supporting Free and Pro tier subscriptions
    • Success/cancelled flow pages for seamless user experience
    • Webhook handling for subscription events
    • Real-time subscription status tracking
  • Pricing Page: Feature comparison table with tiered pricing (Free/Pro)
  • API Endpoints:
    • /api/subscriptions - PayPal subscription creation and verification
    • Authentication verification endpoints
  • Version Badge: Live version display (v1.0.3) in hero section with pulse animation
  • Global Navigation: Seamless links to docs.jeffdev.studio and jeffdev.studio

🎨 Design & Branding

  • Unified Branding: Complete rebrand to “Prism Context Engine” across all UI components
  • JD Studio Endgame Theme:
    • Void black (#050505) background for reduced eye strain
    • Cyan (#06b6d4) primary with purple (#8b5cf6) accents
    • Advanced glass morphism with backdrop-blur effects
    • Inter font family for UI, JetBrains Mono for code/technical content
  • Responsive Footer: 4-column layout with Product, Company, and CTA sections
  • CSS Refinements: Webkit vendor prefix fixes ensuring cross-browser compatibility

🔧 Technical Improvements

  • SEO Optimization: Comprehensive OpenGraph and Twitter card meta tags
  • Version Management: Package version synchronized across monorepo
  • TypeScript Strict Mode: Enhanced type safety and developer experience
  • Accessibility: Improved semantic HTML structure and ARIA labels
  • Performance: Optimized bundle size and lazy loading for hero animations

📚 Documentation Site

✨ Added

  • Search Integration: Client-side search with instant results and codeblock indexing
  • JD Studio Endgame Design: 400+ lines of custom CSS matching agency branding
  • Enhanced Footer: 4-column footer structure with Dashboard, Company, and CTA links
  • Meta Tags: Comprehensive OpenGraph and Twitter card metadata for social sharing
  • PWA Support:
    • Multiple favicon sizes (16x16, 32x32, 180x180, 192x192, 512x512)
    • Web app manifest with shortcuts and theme colors
  • Kitchen/Recipe/Waiter Metaphor: Clear explanation table for product concepts
  • Changelog Navigation: Dedicated changelog page in sidebar

🎨 Design System

  • Dark Theme: Forced dark mode with cyan (#06b6d4) primary hue (189deg)
  • Custom CSS: Extensive Nextra theme overrides for brand consistency
  • Typography: Inter (UI) + JetBrains Mono (code) matching dashboard
  • Glass Effects: Sophisticated glass morphism components with backdrop-blur
  • Gradient Text: Cyan-to-purple gradient utilities for headlines
  • Grid Background: Dark grid pattern with subtle noise texture overlay

🔍 Search Enhancements

  • Provider: Built-in Nextra search with codeblocks indexing enabled
  • Configuration: Optimized for instant client-side search
  • Performance: Search index generated at build time for zero runtime overhead

📝 Content Improvements

  • Landing Page: Updated tagline “Context Operating System for Vibecoders”
  • Branding: All references standardized to “Prism Context Engine”
  • Version Display: v1.0.3 prominently shown in footer
  • Architecture Diagrams: ASCII diagrams showing data flow and MCP integration

🔧 Technical Updates

  • Nextra 4.x: Latest documentation framework with enhanced features
  • Next.js 16: App Router with improved performance and caching
  • Theme Config: Custom configuration with logo, project links, and footer
  • Viewport Meta: Proper theme-color configuration for mobile browsers

🔌 MCP Server

✨ Added

  • Video Transcript Schema: Comprehensive Zod schema for storing video-to-context transcripts
  • Semantic Search Tool: MCP tool enabling vector-based search across context rules and transcripts
  • Branding Update: All server descriptions updated to “Prism Context Engine”
  • Connection Stability: Improved error handling and reconnection logic

🔧 Technical Improvements

  • MCP Protocol: Fully compliant Model Context Protocol v1.0 implementation
  • Stdio Transport: Reliable communication via stdin/stdout for editor integration
  • TypeScript: Strict type checking with comprehensive type definitions
  • Version: Package version updated to 1.0.3 with semver compliance

📦 Integration

  • IDE Support: Compatible with Cursor, Windsurf, VS Code, and Claude Desktop
  • Context Delivery: Real-time context rule serving directly to AI coding assistants
  • Dashboard Sync: Automatic synchronization with dashboard rule changes
  • Error Handling: Graceful fallbacks and detailed error messages for debugging

🛠️ CLI Tool

✨ Features

  • Context Rule Templates: Pre-built, production-ready templates:
    • Next.js with App Router
    • React with Vite
    • React Native with Expo
  • Design System Rules: Four distinct aesthetic approaches:
    • 8-bit Nostalgia: Retro pixel-perfect design
    • Glassmorphic: Modern frosted glass effects
    • Bare Minimum: Minimalist brutalism
    • JD Studio: Official Endgame theme
  • Interactive CLI: User-friendly prompts for template selection and customization
  • File Generation: Automatic creation of .cursorrules and .windsurfrules files
  • Branding: Updated to “Prism Context Engine - Context Governance for LLMs”

🎨 Design System Templates

  • JD Studio Theme:
    • Void black (#050505) backgrounds
    • Cyan (#06b6d4) and purple (#8b5cf6) accents
    • Glass morphism patterns
    • Typography hierarchy (Inter/JetBrains Mono)
  • Glassmorphic: Modern backdrop-blur with transparency layers
  • 8-bit Nostalgia: Pixel fonts, primary color palettes, grid layouts
  • Bare Minimum: Brutalist approach with system fonts and high contrast

🔧 Technical

  • TypeScript: Full type safety with strict mode enabled
  • Commander.js: Robust CLI argument parsing and help documentation
  • Template Engine: Markdown-based rule templates with variable interpolation
  • Version: Updated to 1.0.3 for consistency across ecosystem

📦 Usage Examples

# Generate Next.js rules with JD Studio theme npx @prism/cli generate --template nextjs --style jdstudio # List all available templates npx @prism/cli list-templates # Interactive mode npx @prism/cli

🔄 Cross-Platform Changes

Architecture Clarifications

  • Dashboard: Web-based SaaS at https://prism.jeffdev.studio  (no local installation required)
  • MCP Server: Optional local installation for real-time IDE sync (npm install -g @prism/mcp-server)
  • Manual Option: Users can generate .cursorrules files from dashboard and paste them directly
  • No Repo Cloning: Users interact with the platform entirely through the web dashboard - no monorepo access needed

Workflow Options

Option A: Web Dashboard (Recommended)

  1. Sign up at https://prism.jeffdev.studio 
  2. Create project and upload videos or write rules manually
  3. Export .cursorrules file
  4. Paste into your project root

Option B: MCP Server (Advanced)

  1. Install MCP server globally: npm install -g @prism/mcp-server
  2. Configure IDE with API key
  3. Real-time sync with dashboard changes
  4. AI assistant has live access to your evolving rules

Deployment Infrastructure

  • Dashboard: Deployed on Vercel with Doppler secrets management
  • Docs: Deployed on Vercel at docs.jeffdev.studio
  • MCP Server: Distributed via npm registry
  • CLI: Available via npx for zero-install experience

📊 Technical Stack

Dashboard & Docs

  • Framework: Next.js 16 (App Router)
  • Styling: Tailwind CSS with custom design tokens
  • Authentication: Clerk (Dashboard only)
  • Database: Azure Cosmos DB (MongoDB API)
  • Payments: PayPal SDK
  • Animations: GSAP with ScrollTrigger
  • Documentation: Nextra 4.x

MCP Server

  • Runtime: Node.js (ESM)
  • Protocol: Model Context Protocol v1.0
  • Transport: stdio (stdin/stdout)
  • Language: TypeScript (strict mode)

AI Processing

  • Provider: Azure OpenAI
  • Models: GPT-4o-mini for rule extraction
  • Embeddings: text-embedding-ada-002 for semantic search
  • Video: Mux for transcription and hosting

🐛 Bug Fixes (All Apps)

  • Fixed CSS vendor prefix ordering for webkit compatibility
  • Corrected Twitter card description syntax error
  • Resolved TypeScript import issues in theme config
  • Fixed footer layout alignment and spacing
  • Corrected viewport meta tag configuration for Next.js 14+
  • Fixed search index generation in production builds

📝 Documentation

  • Created comprehensive CHANGELOG.md files for all apps
  • Added inline code comments for complex animations
  • Updated README files with accurate architecture diagrams
  • Added troubleshooting guides for common MCP setup issues

🔮 Coming Soon

  • GitHub Copilot integration (Q1 2026)
  • Team collaboration features (Q1 2026)
  • Custom rule templates (Q2 2026)
  • VS Code extension for direct dashboard access (Q2 2026)
  • Slack integration for team notifications (Q2 2026)

For detailed per-app changelogs, see:


[1.0.3] - January 3, 2026

🎉 Production Release - Design System Unification

Milestone: Complete branding overhaul, enhanced search, and production-ready documentation.

✨ Dashboard (Web App)

Added

  • Animated Landing Page: GSAP ScrollTrigger-powered hero section with parallax effects and version badge
  • Authentication System: Complete Clerk integration with session management and protected routes
  • Subscription Management: PayPal integration for Pro tier subscriptions with success/cancelled flows
  • Pricing Page: Tiered pricing (Free/Pro) with feature comparison and CTAs
  • API Endpoints: Subscription verification and PayPal webhook handling for automated billing
  • Global Navigation: Seamless links to docs and agency site with glass morphism effects

Design & Branding

  • Unified Branding: Complete rebrand to “Prism Context Engine” across all UI elements
  • JD Studio Endgame Theme:
    • Void black (#050505) background with subtle grid pattern
    • Cyan (#06b6d4) primary, purple (#8b5cf6) accent colors
    • Glass morphism with advanced backdrop-blur effects
    • Inter font for UI, JetBrains Mono for code blocks
  • Responsive Footer: 4-column layout with Products, Company, and CTA sections
  • CSS Refinements: Webkit vendor prefix fixes for cross-browser compatibility

Technical Improvements

  • SEO Optimization: Comprehensive OpenGraph and Twitter card meta tags
  • Version Management: Package version updated to 1.0.3 with live badge display
  • TypeScript Strict Mode: Enhanced type safety across all components
  • Accessibility: Improved semantic HTML and ARIA labels for screen readers

📚 Documentation Site

Added

  • FlexSearch Integration: Nextra built-in search with codeblocks indexing for instant results
  • JD Studio Endgame Design: Complete design system overhaul matching agency branding
  • Enhanced Footer: 4-column footer with links to dashboard, company info, and CTAs
  • Meta Tags: Comprehensive OpenGraph, Twitter cards, and theme-color for social sharing
  • PWA Support: Multiple favicon sizes (16px, 32px, 180px, 192px, 512px) and web manifest
  • Kitchen Metaphor: Visual explanation of SaaS/Rules/MCP architecture

Design System

  • Dark Theme: Forced dark mode with cyan (#06b6d4) primary hue
  • Custom CSS: 400+ lines of Nextra theme overrides for consistent branding
  • Typography: Inter (UI) + JetBrains Mono (code) matching dashboard
  • Glass Effects: Glass morphism components with backdrop-blur utilities
  • Gradient Text: Cyan-to-purple gradient utilities for headings
  • Grid Background: Dark grid with noise texture overlay for depth

Search Enhancements

  • Built-in Search: Nextra FlexSearch with codeblocks indexing enabled
  • Configuration: Search placeholder customization and instant client-side results
  • Performance: Pre-built search index for zero-latency queries

Content Improvements

  • Landing Page: Updated with “Context Operating System for Vibecoders” tagline
  • Branding: All references updated to “Prism Context Engine” for consistency
  • Version Display: v1.0.3 prominently shown in banner and footer

Technical Updates

  • Nextra 4.x: Latest docs framework with enhanced MDX support
  • Next.js 16: App Router with improved performance and caching
  • Theme Config: Custom configuration with logo, links, and footer customization
  • Viewport Meta: Proper theme-color handling for mobile browsers

🔌 MCP Server

Added

  • Video Transcript Schema: Comprehensive schema for storing video-to-context transcripts
  • Semantic Search Tool: MCP tool for searching context rules and transcripts with vector embeddings
  • Branding Update: All descriptions updated to “Prism Context Engine”

Technical Improvements

  • MCP Protocol: Fully compliant Model Context Protocol implementation
  • Stdio Transport: Communication via stdin/stdout for seamless IDE integration
  • TypeScript: Strict type checking and improved developer experience
  • Version: Updated to 1.0.3 with changelog tracking

Integration

  • Compatible with Cursor, Windsurf, VS Code, and Claude Desktop
  • Provides context rules directly to AI coding assistants
  • Real-time sync with dashboard changes via API polling

🛠️ CLI Tool

Features

  • Context Rule Templates: Pre-built templates for Next.js, React, and React Native projects
  • Design System Rules: 8-bit nostalgia, glassmorphic, bare minimum, and JD Studio themes
  • Interactive CLI: Generate .cursorrules and .windsurfrules files from templates
  • Branding: Updated to “Prism Context Engine - Context Governance for LLMs”

Design System Templates

  • JD Studio: Endgame theme with void black, cyan, and purple accents
  • Glassmorphic: Modern glass effects with backdrop-blur and translucency
  • 8-bit Nostalgia: Retro pixel-perfect aesthetic with vibrant colors
  • Bare Minimum: Minimalist brutalism approach for clean interfaces

Technical

  • TypeScript: Full type safety with strict mode enabled
  • Commander.js: Robust CLI argument parsing and validation
  • Template Engine: Markdown-based rule templates for easy customization
  • Version: Updated to 1.0.3

Usage Examples

# Generate rules with specific template and style npx @prism/cli generate --template nextjs --style jdstudio # List all available templates npx @prism/cli list-templates # Show version npx @prism/cli --version

[0.1.3] - January 3, 2026

  • Brand profile creation with colors, typography, voice, and imagery
  • Multi-IDE export (Cursor, Windsurf, VS Code, Claude, CSS, Tailwind)
  • Brand list and detail pages

Video Context Pipeline

  • Mux video upload integration
  • Azure OpenAI transcript processing
  • Automated rule generation from video content

AI Component Generator

  • AI Kitchen interface powered by Gemini
  • Design system-aware component creation

[0.1.0] - January 1, 2026

🎉 The Genesis Release

Milestone: Prism MCP Server successfully connected to Azure Cosmos DB.

What’s New

MCP Server

  • get_architectural_rules tool
  • validate_code_pattern tool
  • StdioServerTransport for Cursor/Windsurf

Database

  • Firebase + MongoDB clients in packages/db
  • 6 core rules seeded to Cosmos DB

Documentation

  • 11 pages with Nextra 4
  • Editor setup guides (Cursor, VS Code, CLI)

UI Library (@jdstudio/ui)

  • Button (Ghost Glow, 5 variants)
  • Card (Glass Panel)
  • Input, Badge, ProgressBar
  • DataTable

Core Rules

RuleCategory
Visual ConstitutionStyling
Tech Stack ProtocolArchitecture
Monorepo GeographyArchitecture
Security GuardSecurity
No Cross-App ImportsArchitecture
Zod Validation GateSecurity

Planned

  • Team Sync for shared rules
  • VS Code native MCP
  • Rule import from .cursorrules

View Full Changelog → 

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