数据库
数据库管理与查询
performance-optimizer
nguyenthienthanh
"Identify and resolve performance bottlenecks through profiling, measurement, and targeted optimization."
seo-bundle
nguyenthienthanh
"Unified SEO and AI Discovery expertise bundle. Lazy-loads technical SEO, schema markup, Core Web Vitals, and GEO/AI search patterns based on task type."
seo-schema
nguyenthienthanh
"Validate structured data (Schema.org JSON-LD) using Google Rich Results Test. Ensures schema is error-free before deployment."
python-expert
nguyenthienthanh
"Python backend expert. PROACTIVELY use when working with Django, FastAPI, Flask, Python APIs. Triggers: python, django, fastapi, flask, async python"
migration-helper
nguyenthienthanh
"Guide safe database and code migrations with zero-downtime strategies."
nodejs-expert
nguyenthienthanh
"Node.js backend expert. PROACTIVELY use when working with Express, NestJS, Fastify, Node.js APIs. Triggers: nodejs, express, nestjs, fastify, api route, backend"
cloud-platforms
Logos-Liber
AWS, Azure, and GCP cloud services and best practices
data-engineering
Logos-Liber
Data pipeline patterns, ETL/ELT best practices, data storage options, and data quality techniques
python:temporal
martinffx
Temporal workflow orchestration in Python. Use when designing workflows, implementing activities, handling retries, managing workflow state, or building durable distributed systems.
atelier-typescript-fastify
martinffx
Building REST APIs with Fastify in TypeScript. Use when creating routes, handling requests, implementing validation with TypeBox, structuring applications, or working with HTTP handlers and plugins.
systematic-review
poemswe
You must use this when conducting PRISMA-standard systematic reviews, protocol development, or Risk of Bias assessment.
claude-agent-sdk-ruby
ya-luotao
Use when writing or refactoring Ruby code that integrates Claude Code via the claude-agent-sdk gem (ClaudeAgentSDK.query, ClaudeAgentSDK::Client, streaming input, ClaudeAgentOptions configuration including global defaults via ClaudeAgentSDK.configure, tools/permissions, MCP servers, hooks, structured output, budgets, sandboxing, betas/tools presets, control-timeout handling, session resumption/rewind, and Rails patterns like jobs or ActionCable).
run402
kychee-com
Provision and manage AI-native Postgres databases with REST API, auth, storage, and row-level security. Pay with x402 USDC micropayments on Base.
architecture-decision-records
petekp
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.
vibe-notionbot
devxoul
Interact with Notion workspaces using official API - manage pages, databases, blocks, users, and comments
aesthetic-guide
petekp
Research a UI design aesthetic and produce exhaustive, implementation-ready design guidelines for coding agents. Use when the user names an aesthetic (brutalist, glassmorphism, retro-futuristic, Swiss modernist, Apple HIG, neumorphism, minimalism, cyberpunk, Material Design, art deco, vaporwave, etc.) and wants a complete style guide with exact CSS values, color palettes, component states, animations, and typography â detailed enough for a coding agent to faithfully implement the aesthetic with zero ambiguity.
posthog-analytics
petekp
Product analytics expert using PostHog MCP. Triggers on requests to understand user behavior, surface insights, create dashboards, analyze funnels, track metrics, set up experiments, or answer questions about product performance. Use when working with PostHog data, discussing analytics strategy, investigating user journeys, retention, conversion, feature adoption, or when asked to help understand what's happening in the product.
vibe-notion
devxoul
Interact with Notion using the unofficial private API - pages, databases, blocks, search, users, comments
business-case-development
aj-geddes
Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage risks, and present compelling ROI arguments to leadership.
tanstack-integration-best-practices
DeckardGer
Best practices for integrating TanStack Query with TanStack Router and TanStack Start. Patterns for full-stack data flow, SSR, and caching coordination.
tanstack-query-best-practices
DeckardGer
TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management. Activate when building data-driven React applications with server state.
sql-optimization-patterns
ynulihao
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
celltypeannotation
pwwang
Annotates cell clusters with biological cell type labels using multiple methods: direct assignment, ScType, scCATCH, hitype, or CellTypist. This process is essential for interpreting clustering results by assigning meaningful biological identities to each cluster.
seuratmap2ref
pwwang
Map query single-cell datasets to high-quality reference atlases using Seurat's reference mapping workflow. Performs label transfer, UMAP projection, and integration with reference annotations without modifying query expression data. Enables transfer learning from curated atlases like Azimuth PBMC or custom tissue-specific references.