数据库

managed-databases

vanman2024

DigitalOcean Managed Database provisioning and connection patterns

supabase-clerk-sync

vanman2024

Clerk and Supabase integration patterns for user sync, JWT authentication, and RLS policies. Use when integrating Clerk authentication with Supabase, syncing user data between platforms, configuring RLS with Clerk JWT tokens, setting up webhooks for user events, implementing secure database access with Clerk identity, or when user mentions Clerk Supabase sync, user synchronization, JWT RLS, authentication webhooks, or database user management.

async-sqlalchemy-patterns

vanman2024

Async SQLAlchemy 2.0+ database patterns for FastAPI including session management, connection pooling, Alembic migrations, relationship loading strategies, and query optimization. Use when implementing database models, configuring async sessions, setting up migrations, optimizing queries, managing relationships, or when user mentions SQLAlchemy, async database, ORM, Alembic, database performance, or connection pooling.

mem0-fastapi-integration

vanman2024

Memory layer integration patterns for FastAPI with Mem0 including client setup, memory service patterns, user tracking, conversation persistence, and background task integration. Use when implementing AI memory, adding Mem0 to FastAPI, building chat with memory, or when user mentions Mem0, conversation history, user context, or memory layer.

checkpoint-patterns

vanman2024

LangGraph checkpointing patterns for state persistence with memory, SQLite, and Postgres backends. Use when implementing state recovery or human-in-the-loop workflows.

database-optimization

ils15

Optimize SQL queries, analyze indexes, review Alembic migrations, and identify N+1 problems. Provides query execution plans, index recommendations, and migration best practices for SQLAlchemy async.

qweather

deusyu

天气查询 — 实时天气、天气预报、生活指数、城市搜索。数据源为和风天气 (QWeather)。 触发词: 天气, 气温, 下雨, 预报, weather, forecast, 穿什么, 洗车, 紫外线, UV, 空气, 今天天气, 明天天气, 北京天气, 或任何 "[城市] 天气" 格式的输入。

fastapi-deployment-config

vanman2024

Configure multi-platform deployment for FastAPI applications including Docker containerization, Railway, DigitalOcean App Platform, and AWS deployment. Use when deploying FastAPI apps, setting up production environments, containerizing applications, configuring cloud platforms, implementing health checks, managing environment variables, setting up reverse proxies, or when user mentions Docker, Railway, DigitalOcean, AWS, deployment configuration, production setup, or container orchestration.

9-agent-coordination

ils15

"Master guide to orchestrating the multi-agent system for rapid, TDD-driven feature development with guaranteed code quality and audit trails"

api-design-patterns

ils15

Design RESTful APIs with proper HTTP methods, status codes, pagination, filtering, error responses, and OpenAPI documentation. Follows FastAPI best practices with Pydantic validation.

artifact-management

ils15

"Complete guide to the artifact trail system - plans directory structure, templates, and best practices for documenting feature implementations"

fastapi-async-patterns

ils15

Create async FastAPI endpoints with proper error handling, dependency injection, service/repository patterns, and type safety. Includes async database queries, pagination, filtering, and Gemini integration.

organization-management

vanman2024

Implement Clerk multi-tenant organization features with RBAC, role-based access control, organization switching, member management, and tenant isolation. Use when building multi-tenant SaaS applications, implementing organization hierarchies, configuring custom roles and permissions, setting up organization-scoped data isolation, or when user mentions organizations, RBAC, multi-tenancy, roles, permissions, organization switcher, member management, or tenant isolation.

database-migration

ils15

"Database migrations with Alembic - forward scripts, rollbacks, testing, zero-downtime deployment"

upstash/vector TypeScript SDK Skil

upstash

Provides quick-start guidance and a unified entry point for Vector features, SDK usage, and integrations. Use when users ask how to work with Vector, its TS SDK, features, or supported frameworks.

Agent Tool Builder

omer-metin

Ai Product

omer-metin

effect-best-practices

betalyra

Enforces Effect-TS patterns for services, errors, layers, and atoms. Use when writing code with Effect.Service, Schema.TaggedError, Layer composition, or effect-atom React components.

testrail-api

Yuyz0112

Community-maintained OpenAPI 3.0 specification for TestRail API v2.. Use when working with the TestRail API or when the user needs to interact with this API.

testrail-api-readonly

Yuyz0112

Community-maintained OpenAPI 3.0 specification for TestRail API v2.. Use when working with the TestRail API or when the user needs to interact with this API.

jira-8-13-17

Yuyz0112

. Use when working with the Jira 8.13.17 or when the user needs to interact with this API.

discord-http-api-preview

Yuyz0112

Preview of the Discord v10 HTTP API specification. See https://discord.com/developers/docs for more details.. Use when working with the Discord HTTP API (Preview) or when the user needs to interact with this API.

twilio-api

Yuyz0112

This is the public Twilio REST API.. Use when working with the Twilio - Api or when the user needs to interact with this API.

disaster-recovery

chaterm

灾难恢复