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⚡ Context Engineering

Orchestrating AI Agents for Maximum Impact
✦ An interactive presentation on building with Claude ✦

React 19 Motion Tailwind Vite

Deploy Status License

What Is This?Quick StartThe WorkflowControlsTech Stack


🔮 What Is This?

An animated presentation showcasing context engineering — the art of orchestrating AI agents through structured planning, parallel execution, and persistent memory.

The core insight: Don't just prompt. Engineer the context.

Brainstorm → Research Swarm → Deep Dives → Decisions → Track → Ship

Based on: A real case study bootstrapping a complex voice assistant with 20+ parallel agents, 175K lines of research, and zero rework commits.

⚡ Quick Start

# Clone and install
git clone https://github.com/hyperb1iss/context-engineering-demo
cd context-engineering-demo
pnpm install

# Start development
pnpm dev

# Build for production
pnpm build

Open http://localhost:5678 and press Space to begin.

🦋 The Workflow

Phase What Happens
💜 Brainstorm Extended thinking generates the master plan
📋 Handoff Structured prompt transfers context to Claude Code
Questions AskUserQuestion tool clarifies ambiguity upfront
🌀 Swarm 20+ parallel agents research state-of-the-art
🔍 Deep Dives Targeted prompts explore critical decisions
Decisions Architecture choices crystallized as ADRs
🔮 Sibyl Knowledge graph tracks tasks & captures learnings
🚀 Ship Orchestrated agents implement with validation

🪄 Key Tools

Tool Purpose
Sibyl Persistent memory & task tracking
agent-browser Visual validation via screenshots
codex-mcp-server Cross-check with Codex

🎮 Keyboard Controls

Key Action
Space Next slide / Start widget
Previous slide
Home / End First / Last slide
0-9 Jump to slide
F Toggle fullscreen
Esc Exit fullscreen

💎 Tech Stack

Layer Choice
Framework React 19
Animation Motion (Framer)
Styling Tailwind CSS v4
Build Vite 7
Fonts Clash Display + Satoshi + Geist Mono
Theme SilkCircuit Neon

🎨 SilkCircuit Theme

Color Hex Usage
Electric Purple #e135ff Primary accent
Neon Cyan #80ffea Headlines, success
Coral #ff6ac1 Code, numbers
Electric Yellow #f1fa8c Warnings, highlights
Success Green #50fa7b Confirmations
Deep Black #050508 Background

📁 Project Structure

src/
├── components/       # ConversationPlayer, AgentSwarm, StatCounter...
├── slides/           # Individual slide components
├── data/             # Conversation mock data
├── hooks/            # useKeyboardShortcuts, useFullscreen
├── lib/              # animations.ts, theme.ts
└── styles/           # Tailwind + custom CSS

🧪 The Irony

This presentation about context engineering was itself built using context engineering:

  1. Mined conversation history from the Haven project using Claude Code
  2. Synthesized 85KB case study from real agent sessions
  3. Created detailed specs (BUILD.md, DESIGN.md, SLIDES.md)
  4. Handed off to Claude Code with full context
  5. Parallel agents built components while Sibyl tracked the work

It's context engineering all the way down.


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Created by Stefanie Jane

GitHub Bluesky

✦ Built with context engineering, naturally ✦

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A presentation on context engineering created by context engineering!

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