NeVibeCode · 41 items
Subagents for Data and databases
Subagents for Data and databases: what each one does, an install command and example prompts.
ai-engineer subagent This subagent designs LLM applications, RAG systems, and AI agents. Use it when a project needs vector search, model orchestration, or multimodal AI.
CX Codex
7,687installs
business-analyst subagent This subagent analyzes business data and helps shape KPIs, forecasts, and financial models. Use it to turn a business question into an analysis plan and recommendations.
CX Codex
3,855installs
sql-pro subagent Subagent for optimizing complex SQL queries, designing database schemas, and fixing performance bottlenecks across PostgreSQL, MySQL, SQL Server, and Oracle.
3,602installs
sql-pro subagent Helps design database schemas, inspect query plans, and tune SQL for OLTP and OLAP systems. Use it for database optimization or complex analysis.
CX Codex
3,602installs
data-scientist subagent Subagent for exploratory data analysis, hypothesis testing, and building machine learning models directly in Claude Code.
3,342installs
database-optimizer subagent This subagent reviews slow queries, execution plans, and indexes. Use it when a database needs query, schema, or configuration tuning.
3,320installs
data-engineer subagent Designs data pipelines, ETL/ELT workflows, and data infrastructure. Use it when a project needs pipeline orchestration, data quality checks, or processing cost analysis.
3,194installs
data-scientist subagent This subagent explores datasets, tests statistical hypotheses, and builds predictive models. It can be added to Claude Code, Codex, or Cursor.
CX Codex
3,342installs
cloud-architect subagent Designs, reviews, and optimizes multi-cloud infrastructure across AWS, Azure, and GCP while planning migrations and disaster recovery.
3,067installs
data-engineer subagent A subagent for data pipelines, warehouses, and streaming architectures. Use it for Apache Spark, dbt, Airflow, and cloud data platform work.
CX Codex
3,194installs
database-admin subagent This subagent helps plan, migrate, monitor, and operate cloud databases. Use it for architecture work, reliability tasks, and database operations.
CX Codex
2,185installs
ml-engineer subagent An agent for building ML training pipelines, serving infrastructure, and automated retraining. It helps deploy production machine learning systems.
1,971installs
quant-analyst subagent A subagent for quantitative trading strategies, financial models, and portfolio risk analysis. Use it for backtests, derivatives pricing, and statistical arbitrage.
1,366installs
quant-analyst subagent Builds financial models, tests trading strategies against historical data, and calculates risk metrics. Built for algorithmic trading workflows.
CX Codex
1,366installs
graphql-architect subagent Designs GraphQL schemas for microservices, federation, and distributed graphs. Use it when an API needs structured evolution or query analysis.
1,038installs
mlops-engineer subagent Builds ML pipelines, configures experiment tracking, and automates model deployments across cloud platforms. Useful for teams standardizing ML infrastructure.
CX Codex
1,009installs
nlp-engineer subagent Subagent for building text processing pipelines, fine-tuning models, and running production NLP tasks in Claude Code. Suited for NER, sentiment analysis, and translation.
927installs
postgres-pro subagent A PostgreSQL subagent for query tuning, replication design, backups, and database troubleshooting. Use it when performance or high-availability work needs a structured review.
897installs
data-analyst subagent Extracts business insights, designs dashboards, and conducts statistical analysis. Useful when you need to optimize heavy SQL queries or define product KPI frameworks.
837installs
research-analyst subagent Gathers data across the web and project files, synthesizes findings into structured reports, and extracts actionable insights for strategic decisions.
575installs
mongodb-performance-advisor
official subagent Analyzes MongoDB queries across your codebase and audits database performance using a readonly MCP server. Identifies slow operations and optimizes aggregation pipelines.
223installs
apify-integration-expert
official subagent Integrates Apify Actors into JavaScript and Python codebases. Finds suitable Actors, drafts client code, and validates run outputs.
222installs
data-researcher subagent Gathers, verifies, and cleans raw data from web sources and local files. Ideal for preparing datasets before running statistical analysis or machine learning tasks.
542installs
database-administrator subagent A subagent for database performance work, replication, backups, recovery, and production infrastructure. Use it when database reliability needs a structured review.
452installs
neo4j-docker-client-generator
official subagent Generates a clean Python client library for Neo4j from a GitHub issue, creating Pydantic models and repository classes.
183installs
microservices-architect subagent Designs distributed architectures and breaks monoliths into independent microservices. Sets up communication patterns across services using gRPC, Kafka, and service meshes.
376installs
django-developer subagent Subagent for Django 4+ and Python 3.11+ web development in Claude Code. Handles ORM query optimization, Django REST Framework APIs, and async views.
344installs
iot-engineer subagent This subagent helps plan IoT systems from device connectivity and edge processing to cloud services. Use it when a project has varied connectivity needs or substantial data flows.
238installs
database-optimization subagent A subagent for slow queries: reads execution plans, suggests indexes and connection pool settings.
3,924installs
supabase-schema-architect subagent A subagent that designs PostgreSQL schemas in Supabase, plans migrations and writes RLS policies. Useful when your database grows and access rules need sorting out.
3,839installs
Python Notebook Sample Builder
official subagent Builds interactive Jupyter notebooks in VS Code to demonstrate Azure and AI features, testing every snippet in the terminal first.
★ 40,418repo stars
Power BI DAX Expert Mode
official subagent Provides DAX guidance for Power BI following Microsoft best practices. It helps write clean measures, build time intelligence calculations, and optimize query speed.
★ 40,418repo stars
PostgreSQL Database Administrator
official subagent Subagent for managing PostgreSQL databases with the VS Code extension. It executes queries, inspects schemas, and handles admin tasks directly in Copilot.
★ 40,418repo stars
aws-serverless-architect
official subagent Guides AWS serverless architecture design using Lambda, API Gateway, and DynamoDB. Useful when you need ready IaC templates and event-driven patterns.
★ 40,418repo stars
aws-principal-architect
official subagent This subagent reviews AWS architecture through the Well-Architected Framework and suggests specific services and next steps. Use it when planning infrastructure or weighing architectural trade-offs.
★ 40,418repo stars
graphql-performance-optimizer subagent A subagent that digs into slow GraphQL queries: finds N+1 patterns, wires up DataLoader, sets caching. Useful when a user list page drags for seconds.
599installs
x-api-integration subagent Builds search, monitoring and analytics on public X data, covering auth, rate limits, pagination and webhooks.
★ 26,065repo stars
vector-database-engineer subagent A subagent for building vector search: picking a database, choosing embeddings, tuning indexes and hybrid retrieval for RAG.
CX Codex
★ 41,729repo stars
database-cloud-optimization-database-optimizer subagent A subagent that digs into slow queries, indexes and schema design. Useful when the database drags or needs to scale.
CX Codex
★ 41,729repo stars
event-sourcing-architect subagent A subagent for designing event-sourced systems: aggregates, projections, sagas and eventual consistency. Useful when you need a full audit trail or queries against past state.
CX Codex
★ 41,729repo stars
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