Scan to join WeChat groupBrowse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Design effective dashboards with clear layouts, KPI displays, data grids, and real-time updates. Covers dashboard patterns, information hierarchy, responsive grids, widget design, and admin panel layo…
Comprehensive data science, machine learning, and AI guide covering Python, deep learning, NLP, LLMs, prompt engineering, and MLOps. Use when building AI models, data pipelines, or machine learning sy…
Create, validate, test, and manage data contracts using the Open Data Contract Specification (ODCS) and the datacontract CLI. Use when working with data contracts, ODCS specifications, data quality ru…
Implement validation, profiling, and anomaly detection.
Helps with data stuff
Used when developing and modifying database adapters (compatible with both PostgreSQL and MySQL). Useful when implementing the SqlExecutor pattern, migrations, and database-specific SQL.
Database design patterns, SQL best practices, ORM usage (Prisma/Drizzle), and migration strategies. Use when designing schemas, writing queries, or optimizing database operations.
Expert database architecture including schema design, partitioning, replication, and performance optimization
V1.0 - Expert guidance for the Dashboard Mail module supporting Outlook, Gmail, and custom IMAP providers.
Apply SQL optimization patterns including index usage, query rewriting, JOIN optimization, and window functions. Use when improving query performance or analyzing slow queries. This skill provides com…
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing …
Comprehensive data safety auditor for Vue 3 + Pinia + IndexedDB + PouchDB applications. Detects data loss risks, sync issues, race conditions, and browser-specific vulnerabilities with actionable reme…
Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
Design and optimize database schemas, supporting PostgreSQL, MySQL, SQLite, and MongoDB. Includes ER modeling, normalization, index optimization, and migration script generation.
DB replication expert. Use for setting up MySQL, PostgreSQL, MongoDB replication, failover, and high availability.
Gestión del esquema PostgreSQL, Auto-Healing y arquitectura RAG híbrida.
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed…
Data modeling, schema design, and data architecture
Load data from files (CSV, JSON, JSONL, Parquet) or stdin for analysis and visualization with ggterm. Use when reading datasets, importing data, opening files, or when the user mentions loading, readi…
Connect your own data source to replace the demo unicorns data. Use when the user wants to use their own database URL or CSV file instead of the sample data. Triggers on requests to connect database, …
Creating effective data visualizations using charts, graphs, and visual representations to communicate insights clearly and accurately following Tufte and Few principles.
Database expert for query optimization, indexing, schema design, and performance tuning
Database workflows - schema design, migrations, query optimization. Use when designing schemas, reviewing migrations, optimizing queries, preventing N+1 problems, or working with ORMs like Prisma, Dri…
DBA Admin Agent. Responsible for backup, recovery, security, and permission management.