数据库
数据库管理与查询
Performance Optimizer
daffy0208
Optimize application performance and scalability. Use when investigating slow applications, scaling bottlenecks, or improving response times. Covers profiling, caching, database optimization, and frontend performance.
query-optimizer
armanzeroeight
Optimize SQL queries for performance with indexing strategies, query rewriting, and execution plan analysis. Use when queries are slow, optimizing database performance, or analyzing query execution.
gcp-cost-optimizer
armanzeroeight
Analyzes GCP costs and provides optimization recommendations including committed use discounts, rightsizing, and unused resources. Use when optimizing GCP spending or analyzing GCP costs.
state-management-advisor
armanzeroeight
Choose and implement React state management solutions including Context, Zustand, Redux Toolkit, TanStack Query, and Jotai. Use when selecting state management, implementing global state, or managing server state in React applications.
matrix-optimizer
armanzeroeight
Optimize GitHub Actions matrix strategies for testing across multiple versions, platforms, and configurations. Use when configuring matrix builds, testing multiple versions, cross-platform testing, or optimizing CI resource usage. Trigger words include "matrix strategy", "test matrix", "multiple versions", "cross-platform".
model-builder
armanzeroeight
Creates dbt models with proper layering (staging, marts), incremental strategies, and documentation. Use when creating dbt models, organizing data transformations, or implementing incremental models.
azure-cost-optimizer
armanzeroeight
Analyzes Azure costs and provides optimization recommendations including reserved instances, rightsizing, and unused resources. Use when optimizing Azure spending or analyzing Azure costs.
security-group-analyzer
armanzeroeight
Audit AWS security groups for overly permissive rules and security vulnerabilities. Use when reviewing AWS security, auditing security groups, or improving network security posture.
database-migration-helper
armanzeroeight
Create and manage database migrations safely with rollback support. Use when modifying database schema, adding indexes, or managing database changes.
blucli
malue-ai
BluOS CLI (blu) for discovery, playback, grouping, and volume.
vespera
dev-five-git
Build APIs with Vespera - FastAPI-like DX for Rust/Axum. Covers route handlers, Schema derivation, and OpenAPI generation.
docyrus-app-dev
Docyrus
Build React TypeScript web applications using Docyrus as a backend. Use when creating or modifying apps that authenticate with Docyrus OAuth2, fetch/mutate data via the @docyrus/api-client library, use auto-generated collections for CRUD operations, or build queries with filters, aggregations, formulas, pivots, and child queries against Docyrus data sources. Triggers on tasks involving @docyrus/api-client, @docyrus/signin, Docyrus collections, data source queries, or Docyrus-backed React app development.
docs-init
mgiovani
Initialize comprehensive documentation structure for a project based
resolve-pegasus-conflicts
saaspegasus
Resolve merge conflicts when upgrading SaaS Pegasus. Use when the user has merge conflicts after running git merge during a Pegasus upgrade, or when they need help with the merge process. Also use when the user mentions 'merge pegasus".
lang-go
joncrangle
Go 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
flutter-drift
MADTeacher
Complete guide for using drift database library in Flutter applications. Use when building Flutter apps that need local SQLite database storage with type-safe queries, reactive streams, migrations, and efficient CRUD operations. Includes setup with drift_flutter package, StreamBuilder integration, Provider/Riverpod patterns, and Flutter-specific database management for mobile, web, and desktop platforms.
ai-topics-wiki
kzinmr
Query the ai-topics AI/ML knowledge base (the wiki/) via the read-only wiki CLI. Use when answering questions about LLMs, AI agents, models, AI tooling, frameworks, or the AI ecosystem, or when the user references the wiki / the knowledge base / "ai-topics". Prefer this over web search for AI-ecosystem topics — the wiki is curated, cross-linked, and cites its sources. The wiki is written in ENGLISH; query in English.
drizzle-orm
joncrangle
Drizzle ORM for TypeScript - type-safe SQL queries, schema definitions, migrations, and relations. Use when building database layers in Next.js or Node.js applications.
dashboard-authoring
githubnext
Define one agentic-workflow dashboard intent from available canonical data.
dart-drift
MADTeacher
Complete guide for using drift database library in Dart applications (CLI, server-side, non-Flutter). Use when building Dart apps that need local SQLite database storage or PostgreSQL connection with type-safe queries, reactive streams, migrations, and efficient CRUD operations. Includes setup with sqlite3 package, PostgreSQL support with drift_postgres, connection pooling, and server-side patterns.
sql-performance-review
hubert-dudek
Review and improve Databricks SQL queries for correctness, readability, and performance (joins, filters, aggregations, partition pruning). Use when someone pastes a SQL query, asks why it is slow, or requests a rewrite/optimization in Databricks SQL.
generate-dashboard-ir
githubnext
Generate valid low-level Dashboard Language YAML from user intent using the provided dashboard specification and validator entry point.
review-perf
mgiovani
Perform comprehensive performance review analyzing database queries,
lang-rust
joncrangle
Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAssembly.