AI Agent System

Overview

Specialized AI agents that work together to build the ONE Platform. Each agent has specific expertise and can communicate with other agents.

Agent Specialties

Agent Director

• Validates feature ideas
• Plans 100-cycle sequences
• Assigns work to specialists
• Orchestrates execution

Agent Backend

• Designs Convex schema
• Implements mutations/queries
• Creates services in Effect.ts
• Handles data migrations

Agent Frontend

• Creates Astro pages
• Builds React components
• Implements UI/UX
• Optimizes performance

Agent Designer

• Creates wireframes
• Defines design tokens
• Generates component specs
• Ensures accessibility

Agent Quality

• Defines test suites
• Validates implementations
• Measures metrics
• Predicts issues

Agent Documenter

• Writes API documentation
• Creates guides
• Captures lessons learned
• Updates knowledge base

Agent Operations

• Sets up CI/CD
• Configures deployments
• Manages infrastructure
• Monitors production

Agent Problem Solver

• Analyzes test failures
• Identifies root causes
• Proposes specific fixes
• Validates solutions

Inter-Agent Communication

Agents communicate via ACP Protocol, Convex Mutations, Event Queues, and Shared Context.

Running Agents

Use slash commands to trigger agent workflows. Agents run automatically and communicate as needed.

Parallel Execution

Agents run in parallel when possible, resulting in 5x faster feature delivery.