Essential command-line tools and system utilities.
Create and manage Databricks notebooks programmatically. Use when generating ingestion code, creating ETL notebooks, executing Databricks workflows, or when user mentions notebook creation, job automation, or data pipeline implementation in Databricks. Handles notebook generation, execution, and results retrieval.
Expert guidance for Apache NiFi data integration platform including flow design, processors, controller services, process groups, NiFi Registry integration, and cluster configuration. Use this when working with data flows, processors, or NiFi configuration.
Infrastructure, observability, and autoscaling guidelines for RawDrive. Use when working with Traefik, KEDA, Prometheus, Kafka, Kubernetes, or Docker configurations.
Orchestrator agent that coordinates all BarqNet specialized agents (backend, integration, client, documentation, audit, testing) to execute complete end-to-end workflows. Plans multi-agent deployments, manages task dependencies, tracks progress across all platforms, and ensures comprehensive completion. Use for complex multi-component tasks, full-stack features, or production deployments.
See the main Schema Drift Detection skill for comprehensive coverage of schema drift detection and management.
This skill should be used when modifying the database schema, running Prisma migrations, querying the database with Prisma ORM, or working with PostgreSQL in the ClaudeCode Sentiment Monitor project. Specifically trigger this skill for tasks involving schema changes, migrations, Prisma client operations, or database structure questions.
Build and run LLM-powered data processing pipelines with DocETL using Claude models. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization. This version uses Anthropic Claude Haiku for all LLM operations.
Generate execution plans from user queries through intake, research, specification, and validation. Integrated with DecisionLearningIntegration for deterministic, self-learning planning. Use when user provides any query (vague to specific) and needs an executable plan for /execute skill.
Diagnose CI/CD pipeline failures, analyze Jenkins build logs, and troubleshoot deployment issues. Use when builds fail, checking pipeline status, investigating errors, or understanding deployment health.
Complex task decomposition and workflow orchestration specialist. Use PROACTIVELY for multi-step projects, ChromaDB integration, semantic search architecture, tool/agent coordination, and knowledge base design. (project)
Store ClickHouse Cloud credentials in Doppler + 1Password for gapless-crypto-clickhouse. Use when setting up new services, rotating credentials, or backing up authentication material. Covers API keys, connection details, and database password storage.
Agent orchestration pattern for multi-step email processing pipeline. Cost tracking, circuit breakers, graceful degradation, specialized agents. Triggers on "agent", "orchestrator", "pipeline", "multi-step processing", "specialized agents".
Comprehensive diagnostic tool for troubleshooting OADP/Velero backup and restore problems with automated checks and recommendations.
Use this skill when users need help configuring outputs to route telemetry to SIEMs, data lakes, or other destinations.
Automatically optimize Supabase PostgreSQL queries by analyzing execution plans, adding indexes, and improving RLS policies. Triggers when user mentions slow queries, performance issues, or query optimization.
Dagster+ Cloud Onboarding Skill This skill automates the setup of Dagster+ Cloud projects, including
WHEN: SQL query review, query optimization, index usage, N+1 detection, performance analysis WHAT: Query plan analysis + Index recommendations + N+1 detection + Join optimization + Performance tuning WHEN NOT: Schema design → schema-reviewer, ORM code → orm-reviewer
Review database operations, migrations, and data persistence. Analyzes query safety, migration rollback, transaction boundaries, and data integrity. Use when reviewing migrations, models, repositories, or database queries.
Use this agent when reviewing database migrations, data models, or any code that manipulates persistent data. Specializes in validating referential integrity, transaction boundaries, and data validation rules. Triggers on requests like "data integrity review", "database safety check".
Generate Apache Airflow ETL pipelines for government websites and document sources. Explores websites to find downloadable documents, verifies commercial use licenses, and creates complete Airflow DAG assets with daily scheduling. Use when user wants to create ETL pipelines, scrape government documents, or automate document collection workflows.
Firebase Data Connect integration for GraphQL-based data access with PostgreSQL. Use when building GraphQL schemas, queries, mutations, or integrating Firebase Data Connect with Angular applications. Supports type-safe generated SDKs, real-time subscriptions, and server-side data validation.
End-to-end testing scenarios for Supabase - complete workflow tests from project creation to AI features, validation scripts, and comprehensive test suites. Use when testing Supabase integrations, validating AI workflows, running E2E tests, verifying production readiness, or when user mentions Supabase testing, E2E tests, integration testing, pgvector testing, auth testing, or test automation.
