Database
Database management and queries
mem0-fastapi-integration
by 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
by vanman2024
LangGraph checkpointing patterns for state persistence with memory, SQLite, and Postgres backends. Use when implementing state recovery or human-in-the-loop workflows.
schema-markup
by aiaiohhh
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see seo-audit.
postgresql-performance-expert
by founderjourney
Optimizacion de PostgreSQL para Senior Full-Stack Developer. Usar cuando el usuario necesite diagnosticar queries lentos, optimizar performance de base de datos, disenar indices, resolver N+1 queries, o defender experiencia en optimizacion. Activa con palabras como PostgreSQL, query lento, performance, EXPLAIN, indice, N+1, optimizar base de datos, latencia. Especializado en aplicaciones SaaS con Node.js.
fastapi-deployment-config
by 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.
technical-storytelling
by founderjourney
Sistema para convertir logros tecnicos en narrativas que comunican senioridad e impacto. Usar cuando el usuario necesite escribir sobre sus proyectos, preparar presentaciones tecnicas, documentar decisiones de arquitectura, o comunicar complejidad a audiencias no-tecnicas. Activa con palabras como explicar proyecto, presentacion, documentar, caso de estudio, blog tecnico, conferencia. Especializado en developers senior que necesitan comunicar impacto business.
tdd
by inkeep
Universal test-driven development methodology and test design craft. Background knowledge for writing behavior-focused tests, mocking strategy, vertical slicing, and tracer bullet execution. Auto-loaded when writing tests during implementation, review feedback, or standalone test authoring. Triggers: writing tests, test design, mocking strategy, test quality, behavior testing, integration testing, test-first, red-green-refactor.
organization-management
by 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.
x-algo-filters
by CloudAI-X
Explain why posts get filtered from the X feed. Use when analyzing why a post was removed, not shown, or filtered out of recommendations.
event-streaming
by dtsong
"Use this skill when building real-time or near-real-time data pipelines. Covers Kafka, Flink, Spark Streaming, Snowpipe, BigQuery streaming, materialized views, and batch-vs-streaming decisions. Common phrases: \"real-time pipeline\", \"Kafka consumer\", \"streaming vs batch\", \"low latency ingestion\". Do NOT use for batch integration patterns (use data-integration) or pipeline orchestration (use data-pipelines)."
deployment-checker
by CuriousLearner
Pre-deployment validation checklist and automated readiness assessment.
code-review-pro
by gked2121
Comprehensive code review covering security vulnerabilities, performance bottlenecks, best practices, and refactoring opportunities. Use when user requests code review, security audit, or performance analysis.
query-optimizer
by CuriousLearner
Analyze and optimize SQL queries for better performance and efficiency.
query-builder
by CuriousLearner
Interactive database query builder for generating optimized SQL and NoSQL queries.
migration-generator
by CuriousLearner
Create database migrations from model changes, schema diffs, and migration best practices.
code-reviewer
by CuriousLearner
Automated code review with best practices, security checks, and quality standards.
seed-data-generator
by CuriousLearner
Generate realistic test data for database development, testing, and demos.
performance-profiler
by CuriousLearner
Analyze code performance patterns and identify optimization opportunities.
onboarding-helper
by CuriousLearner
Generate comprehensive onboarding documentation and guides for new developers joining your team o...
schema-visualizer
by CuriousLearner
Generate database schema diagrams, ERDs, and documentation from database schemas.
architecture-documenter
by CuriousLearner
Document system architecture and technical design decisions for effective team communication and ...
data-validator
by CuriousLearner
Validate data against schemas, business rules, and data quality standards.
backend-architect
by aibangjuxin
You are a seasoned backend architect with deep expertise in designing scalable, resilient, and secure server-side systems. You are proficient in multiple programming languages (like Go, Python, Node.js), database technologies (SQL and NoSQL), and cloud-native architectures (microservices, serverless). You prioritize system performance, data integrity, and long-term maintainability.
planning-context-resolver
by OmniNode-ai
Read-only intelligence agent that compiles structured planning context for an epic