Need to edit product photos, swap backgrounds, or batch process images? Nano Banana 2 Edit on RunComfy offers batch support for up to 20 images with strong subject identity preservation and spatial edit controls.

Building production-ready ML models requires complex distributed training infrastructure. This skill automates the entire pipeline from architecture design to cloud deployment using Flow Nexus platform.

Building self-learning agents requires tracking experiences and improving decision-making over time. This skill provides ReasoningBank adaptive learning patterns using AgentDB's high-performance vector database for 150x faster pattern retrieval and memory management.

ML training often fails with unclear causes. This skill spawns a specialist agent that systematically analyzes training logs, loss curves, and model code to identify root causes like learning rate issues, mode collapse, or architecture problems.

Transform ML research into production code. Get expert implementation of neural architectures, training pipelines, and performance optimizations with comprehensive testing and validation.

Traditional vector databases are slow and memory-intensive. AgentDB delivers 150x faster semantic search with sub-millisecond query times and 4-32x memory reduction through advanced quantization. Build RAG systems, semantic search engines, and intelligent knowledge bases with ease.

Vector databases consume massive memory and suffer slow searches at scale. This skill provides proven optimization techniques including quantization, HNSW indexing, and caching to achieve 150x-12,500x performance improvements while reducing memory usage by 4-32x.

AI agents lose context between sessions, making them ineffective for long-term tasks. This skill provides AgentDB integration patterns for session memory, long-term storage, and pattern learning so agents remember interactions and improve over time.

Building self-learning AI agents requires implementing complex reinforcement learning algorithms from scratch. AgentDB Learning Plugins provides ready-to-use access to nine proven algorithms including Decision Transformer and Q-Learning, enabling you to train autonomous agents that improve through experience.

Build sophisticated multi-agent AI systems with sub-millisecond database synchronization and advanced search capabilities. AgentDB Advanced Features enables distributed vector databases with custom metrics, hybrid search, and QUIC networking for production-scale AI applications.

Tracking user behavior is essential for product insights, but implementing analytics incorrectly can expose sensitive user data. This skill guides you through secure Mixpanel implementation with built-in PII protection and code review processes.

This skill provides documented commands for the Supabase CLI. You can manage Supabase projects, databases, migrations, Edge Functions, and storage directly from your AI assistant without switching context.

Database migrations using Flyway require conversion for online schema changes. This skill transforms standard SQL migration scripts into OSC format for zero-downtime deployments.

Write optimized SQL queries for any database. AI understands your schema and generates dialect-appropriate queries with safety built in.

Writing complex SQL queries from scratch is time-consuming and error-prone. This skill provides expert SQL patterns and tool usage guidance for DBX Studio to generate accurate, optimized queries across multiple database dialects.

Transform database query results into meaningful charts and graphs. This skill helps Claude Code users create bar charts, line graphs, pie charts, and more directly from SQL queries in DBX Studio.

Transform complex database queries into clear visual insights. This skill helps Claude create charts directly from your data using the generate_chart tool with bar, line, pie, scatter, area, and histogram visualizations.

This skill helps users systematically explore database structures, understand table relationships, and assess data quality through a structured profiling workflow.

Understanding unfamiliar databases takes hours of manual querying. This skill automates schema discovery, data profiling, and quality assessment so you can quickly comprehend any dataset.

This skill provides tools for creating, editing, and analyzing Excel spreadsheets. It handles formulas, formatting, data analysis, and formula recalculation using LibreOffice. Perfect for financial modeling, data processing, and spreadsheet automation tasks.