vibe-orchestrator

The Vibe Orchestrator is the central brain of the Toh Framework, designed to facilitate 'Vibe Coding'—an AI-first development methodology that prioritizes immediate, visual results over traditional long-form architectural planning. It acts as an autonomous project manager that interprets natural language requests and converts them into production-ready software using a fleet of specialized sub-agents including ui-builder, dev-builder, design-reviewer, and backend-connector.

Targeted at solo developers and solopreneurs, this skill removes the friction of technical decision-making. Instead of asking the user to choose between frameworks or database schemas, the Orchestrator makes informed, best-practice architectural decisions automatically. By leveraging the Lovable principle, it ensures that users see a functional, clickable, and visually polished UI from the very first interaction, using a tech stack centered on Next.js 14, Tailwind CSS, shadcn/ui, Framer Motion, and Supabase.

• Intelligent routing to seven specialized sub-agents based on task analysis and intent confidence.

• Enforces a mandatory Memory Protocol using a 7-file system (active.md, summary.md, decisions.md, etc.) to ensure context persistence across sessions and IDEs.

• Supports multi-IDE deployment including Claude Code, Cursor, Google Antigravity, Gemini CLI, and Codex CLI.

• Implements premium experience standards including smooth page transitions, loading skeletons, empty states, and animated components by default.

• Follows an action-oriented workflow: build first, refactor later, and always maintain a running dev server.

• Parallel execution capability for non-dependent tasks to maximize development velocity.

• Always read src/skills/premium-experience/SKILL.md and design-mastery before starting any development task.

• Mandatory: Always check and update .toh/memory/ before and after work to avoid data loss.

• Input is typically a natural language prompt like 'create a coffee shop management system' or 'add a dashboard with sales charts'.

• Output is a fully scaffolded, functional application or specific feature iteration ready for immediate deployment.

• The tool enforces strict, non-negotiable tech stack choices (e.g., App Router, Zustand, React Hook Form) to maintain consistency and quality.