Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
Developer personality portrait generator.
Vibecode brand design system with colors, typography, spacing, and component guidelines.
API design, versioning, testing, schema validation, and contract testing patterns for REST and GraphQL APIs.
AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams…
Lambda best practices, S3 event patterns, SQS/SNS fanout, and DynamoDB access patterns for serverless AWS architectures.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API…
AI browser automation - navigate, interact, extract, verify via browser-use MCP
Git history'den otomatik changelog, semantic versioning, release notes, conventional commits
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Debug issues by investigating logs, database state, and git history
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service.
Fix a GitHub issue following the standard workflow.
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Extracts audio, background music, and voiceovers from local videos and social media links into MP3 or WAV formats.
Generates and prompts video clips on the filmmaking canvas.
Use when planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines (Reels…
Streamlines the video production lifecycle by providing expert guidance on scripting, storyboarding, and automated editing workflows.
Download videos from YouTube and other platforms for offline viewing, editing, or archival with support for various formats and quality options.