vibemind-os

Design REST/WebSocket API contracts with TypeScript types

Generate REST APIs from TypeScript contracts with CRUD operations

Implements authentication (JWT, OAuth2) and authorization (RBAC) from requirements

Review quality of generated code. Checks for empty files, broken imports, missing modules, duplicate code, TypeScript errors, and rates overall quality. Identifies files that need regeneration.

Quick health check of all Coding Engine infrastructure. Checks containers, DB connectivity, API endpoints, Discord bot, sandbox preview, LLM API keys, and generation process. Takes 15 seconds.

Diagnoses pipeline problems and outputs actionable fix commands. Combines insights from status-report, code-quality, task-audit, and health-check into concrete recommendations with copy-paste-ready commands. Answers "what should I do next?" and "why is generation stuck?"

Generate a comprehensive Coding Engine status report in under 60 seconds. Covers DB task stats, generated files, generation loop progress, container health, Discord bot status, and error analysis.

Audit task splitting, dependency chains, and identify bottlenecks. Finds over-granular tasks, broken dependency chains, cascade failures, and suggests consolidation. Answers "why are there 2000+ tasks?" and "why are tasks stuck?"

Intelligently chunks and schedules requirements for parallel code generation. Uses LLM analysis for service grouping, dependency detection, complexity scoring, and load balancing across workers.

Generate/fix TypeScript+React code

Design React component hierarchy and hooks

Generate Prisma/PostgreSQL database schemas

Generates database schemas (Prisma, SQLAlchemy, Drizzle) from TypeScript contracts and requirements

Analyzes build failures, runtime errors, and test failures. Parses error logs, traces root causes, syncs file changes to containers, and coordinates fixes across the system.

Professional soft-tone UI design system

Manages Docker sandbox environments for runtime verification. Creates isolated containers with VNC streaming, runs health checks, hot-reloads code changes, and validates app behavior in production-like environments.

Executes end-to-end tests using MCP Playwright. Navigates the running application, interacts with UI elements, captures screenshots, and validates user flows match requirements.

Generates environment configuration (.env, Docker, CI/CD) from project requirements

Transform abstract requirements into technical specifications

Generate Vitest/Jest test suites - NO MOCKS

Analyzes UI screenshots using Claude Vision for UX quality assessment. Reviews visual design, layout consistency, accessibility indicators, and usability issues. Provides actionable feedback for improvements.

LLM-based completeness verification using Multi-Agent Debate pattern. Verifies each requirement is fully implemented through multiple solver perspectives (Implementation, Testing, Deployment) with majority voting.

Control desktop automation via the Automation_ui backend