Status: ✅ Completed Confidence: 88% Started: January 30, 2026 at 09:31 AM Completed: January 30, 2026 at 09:33 AM
Built swarm-viz app with 6 algorithm implementations (Boids, Hub-Spoke, Hierarchical, Mesh, Spiral, Consensus) and interactive SwarmCanvas component. 60fps Canvas rendering with adjustable agent count and toggleable visual elements.
Approach: Three specialist agents: Scaffolder for project setup, SwarmDev for algorithm implementation, UIBuilder for visualization component. Algorithms implemented sequentially from simple (Boids) to complex (Consensus). UI built with Svelte 5 runes for state management.
- Chose: Scaffolder creates SvelteKit project structure with TypeScript and Tailwind
- Rejected: Manual setup, Use create-svelte directly, Copy from template
- Reasoning: Scaffolder agent set up the initial project using 'npx sv create' with TypeScript and Tailwind presets. Configured vite.config.ts, svelte.config.js, and tailwind.config.ts following the consensus decisions from Wave 1.
- Chose: SwarmDev implements Boids Flocking as first algorithm (Craig Reynolds' classic)
- Rejected: Start with simpler random movement, Start with Hub-Spoke, Implement all algorithms simultaneously
- Reasoning: Boids chosen as the foundational algorithm because it demonstrates emergent behavior from simple rules: separation (avoid crowding), alignment (steer toward average heading), cohesion (steer toward average position). These three rules create realistic flocking behavior without central coordination.
- Chose: SwarmDev adds Hub-Spoke pattern for centralized coordination model
- Rejected: Skip centralized patterns, Use master-slave terminology, Implement star topology instead
- Reasoning: Hub-Spoke demonstrates centralized leadership: one 'Lead' agent at center with 'Worker' agents orbiting. Workers maintain fixed orbital distance while slowly rotating. Contrasts with Boids' emergent behavior by showing explicit hierarchical control.
- Chose: SwarmDev implements Hierarchical Tree for multi-level delegation
- Rejected: Flat hierarchy only, Binary tree only, Skip hierarchical patterns
- Reasoning: Tree structure shows organizational hierarchy: Lead at top, Coordinators in middle layer, Workers at leaves. Each level has different movement patterns and responsibilities. Demonstrates how complex tasks can be decomposed across hierarchy levels.
- Chose: SwarmDev adds Mesh Network for decentralized peer-to-peer coordination
- Rejected: Full mesh (every agent connected to all), Ring topology, Skip decentralized patterns
- Reasoning: Mesh topology places agents in a grid where each connects to immediate neighbors. No central authority - decisions propagate through local connections. Demonstrates resilience: removing any agent doesn't break the network. Models distributed systems like blockchain nodes.
- Chose: SwarmDev implements Spiral Swirl for artistic motion patterns
- Rejected: Simple circular orbits, Random artistic patterns, Skip artistic patterns entirely
- Reasoning: Spiral pattern shows agents following mathematical spiral paths outward from center, then resetting. Primarily aesthetic but demonstrates how agents can follow predetermined trajectories while maintaining visual coherence. Uses golden angle (137.5°) for pleasing distribution.
- Chose: SwarmDev adds Consensus Formation for collective decision-making visualization
- Rejected: Voting visualization instead, Skip consensus pattern, Show only final state
- Reasoning: Consensus pattern shows agents initially scattered (disagreement), then gradually converging to a central point (agreement). Directly mirrors the technology debate from Wave 1. Agents start with random positions representing different opinions, then negotiate toward shared position.
- Chose: UIBuilder creates SwarmCanvas component with interactive controls
- Rejected: Multiple separate components, Static visualization only, React-style props drilling
- Reasoning: UIBuilder designed the main visualization component with: pattern selector dropdown, agent count slider (5-50), toggle switches for connections and messages, role legend, and responsive canvas. Used Svelte 5 runes (, ) for reactive state management.
- Chose: Use requestAnimationFrame loop for 60fps rendering
- Rejected: setInterval-based animation, CSS animations, Web Workers for physics
- Reasoning: UIBuilder implemented animation using requestAnimationFrame for smooth 60fps updates. Each frame: clear canvas, update agent positions via pattern algorithm, draw agents with role-based colors, draw connections if enabled, draw message indicators if enabled. RAF provides browser-optimized timing.
Agent: SwarmDev
- Scaffolder creates SvelteKit project structure with TypeScript and Tailwind: Scaffolder creates SvelteKit project structure with TypeScript and Tailwind
- SwarmDev implements Boids Flocking as first algorithm (Craig Reynolds' classic): SwarmDev implements Boids Flocking as first algorithm (Craig Reynolds' classic)
- SwarmDev adds Hub-Spoke pattern for centralized coordination model: SwarmDev adds Hub-Spoke pattern for centralized coordination model
- SwarmDev implements Hierarchical Tree for multi-level delegation: SwarmDev implements Hierarchical Tree for multi-level delegation
- SwarmDev adds Mesh Network for decentralized peer-to-peer coordination: SwarmDev adds Mesh Network for decentralized peer-to-peer coordination
- SwarmDev implements Spiral Swirl for artistic motion patterns: SwarmDev implements Spiral Swirl for artistic motion patterns
- SwarmDev adds Consensus Formation for collective decision-making visualization: SwarmDev adds Consensus Formation for collective decision-making visualization
- UIBuilder creates SwarmCanvas component with interactive controls: UIBuilder creates SwarmCanvas component with interactive controls
- Use requestAnimationFrame loop for 60fps rendering: Use requestAnimationFrame loop for 60fps rendering