Databases

A skill for optimizing SQL queries, focusing on PostgreSQL. It provides a checklist for query analysis, guidance on reading EXPLAIN plans, and patterns for common optimization problems like N+1 queries, JOINs, and pagination. Includes templates for benchmarking and recommending indexes. Use this skill when a user wants to improve the performance of a SQL query.

Training monitoring dashboard setup with TensorBoard and Weights & Biases (WandB) including real-time metrics tracking, experiment comparison, hyperparameter visualization, and integration patterns. Use when setting up training monitoring, tracking experiments, visualizing metrics, comparing model runs, or when user mentions TensorBoard, WandB, training metrics, experiment tracking, or monitoring dashboard.

Submit complex code questions to OpenAI GPT-5 Pro for deep analysis when you have 20 minutes. Use when the user asks for architectural analysis, comprehensive code review, debugging complex issues, or requests expert analysis of their codebase that requires extended reasoning. Automatically handles file selection, code packing with Repomix, cost estimation, long-running API requests, and result presentation.

Supabase test harness patterns including local Supabase setup, test user creation via Auth Admin API, RLS testing, migration testing (db_reset), seed sequences, rate limiting, and environment detection. Use when setting up Supabase testing infrastructure, creating test users, troubleshooting Supabase test failures, or implementing RLS validation. Triggers on: supabase test setup, test user creation, supabase local testing, RLS testing, migration testing, supabase test harness, auth test helpers.

Manages all database table schemas for the AI Trading System. Use when: creating tables, validating data before insert/update, checking schema compatibility, generating migrations, or when user mentions database schema, table structure, column definitions, data validation, or schema mismatch.

Activate when the user needs help writing, optimizing, or understanding LimaCharlie Query Language (LCQL) queries for searching telemetry.

Systematically gather, organize, and act on user feedback

Performs comprehensive WordPress site speed and performance audits. Use when analyzing WordPress themes, plugins, or sites for performance optimization opportunities, checking image/video optimization, database queries, caching, or identifying speed bottlenecks.

Supabase 프로젝트 설정, 데이터베이스 설계, RLS 정책, Edge Functions, 인증/권한 통합 전문 스킬. Supabase CLI 및 클라이언트 라이브러리 활용.

Configure pie and doughnut charts in drizzle-cube dashboards for part-to-whole relationships and proportions. Use when creating pie charts, doughnut charts, or percentage visualizations.

WHEN: GraphQL schema review, resolver patterns, N+1 detection, query complexity, API securityWHAT: Schema design + N+1 detection + Query complexity + Input validation + Error handling + DataLoader patternsWHEN NOT: REST API → api-documenter, Database schema → schema-reviewer, ORM → orm-reviewer

Add new pages to SCC Admin project (Next.js 14 App Router). Use when implementing new admin pages for accessibility management, quest management, challenge management, or other features. Covers route group selection, page structure, React Query integration, form handling, navigation setup, and styling with Tailwind CSS and shadcn/ui. Use for tasks like "Add new page for X", "Create admin interface for Y", or "Implement listing/detail page for Z".

Query and manage Redash dashboards, queries, and data sources.Use this skill when the user wants to:- Run SQL queries against Redash data sources- List or search saved queries- Get dashboard information- Create or update queries in Redash- Export query results as CSVTriggers: "run this query in redash", "check the dashboard", "redash query", "get data from redash", "execute SQL in redash"

Takes user stories and enriches them with implementation details, patterns, and file references. Spawns architect to add API endpoints, database models, component names, and cross-cutting concerns. Use when converting high-level stories to architecture-annotated specifications ready for execution.

Analyze and optimize database performance through index analysis and query profiling. Identify missing/unused indexes, interpret EXPLAIN plans, find performance bottlenecks, and recommend optimization strategies. Use when optimizing slow queries, analyzing database workloads, improving query execution speed, or managing database indexes.

Detect slow queries and performance issues in Entity Framework Core codebases. Use when analyzing database performance, finding N+1 queries, identifying missing indexes, reviewing repository patterns, or optimizing EF Core queries. Triggers on requests like "find slow queries", "check for N+1 problems", "analyze database performance", "review query performance", or "optimize EF Core queries".

Database schema RAG system. Activates when working with database tables, migrations, queries, or schema changes.

Guide for implementing DefectDojo - an open-source DevSecOps, ASPM, and vulnerability management platform. Use when querying vulnerabilities, managing findings, configuring CI/CD pipeline imports, or working with security scan data. Includes MCP tools for direct API interaction.

Extract and summarize review comments from GitHub PRs. Use when analyzing PR reviews, checking unresolved issues, or responding to CodeRabbit feedback.

Health check patterns for different service types in Dokploy templates. Covers HTTP, PostgreSQL, MongoDB, Redis, MySQL, and custom health checks.