Agent skills · Databases

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. bigquery-pipeline-audit ★ 38,819
   Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch loca
2. creating-oracle-to-postgres-master-migration-plan ★ 38,819
   Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master
3. creating-oracle-to-postgres-migration-bug-report ★ 38,819
   Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between
4. creating-oracle-to-postgres-migration-integration-tests ★ 38,819
   Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative
5. migrating-oracle-to-postgres-data-access-code ★ 38,819
   Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleComman
6. migrating-oracle-to-postgres-stored-procedures ★ 38,819
   Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anc
7. planning-oracle-to-postgres-migration-integration-testing ★ 38,819
   Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single projec
8. postgresql-code-review ★ 38,819
   PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB o
9. postgresql-optimization ★ 38,819
   PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities
10. qdrant-clients-sdk ★ 38,819
    Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
11. qdrant-horizontal-scaling ★ 38,819
    Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shar
12. qdrant-indexing-performance-optimization ★ 38,819
    Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimiz
13. qdrant-minimize-latency ★ 38,819
    Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency'
14. qdrant-model-migration ★ 38,819
    Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors
15. qdrant-performance-optimization ★ 38,819
    Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations.
16. qdrant-scaling ★ 38,819
    Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', '
17. qdrant-scaling-data-volume ★ 38,819
    Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 've
18. qdrant-scaling-qps ★ 38,819
    Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too l
19. qdrant-scaling-query-volume ★ 38,819
    Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'pag
20. qdrant-search-quality ★ 38,819
    Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low re
21. qdrant-search-quality-diagnosis ★ 38,819
    Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matche
22. qdrant-search-speed-optimization ★ 38,819
    Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'thro
23. qdrant-search-strategies ★ 38,819
    Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', '
24. qdrant-sliding-time-window ★ 38,819
    Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based dat
25. qdrant-tenant-scaling ★ 38,819
    Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicat
26. qdrant-version-upgrade ★ 38,819
    Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
27. qdrant-vertical-scaling ★ 38,819
    Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical sc
28. reviewing-oracle-to-postgres-migration ★ 38,819
    Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, t
29. snowflake-semanticview ★ 38,819
    Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/sema
30. sql-code-review ★ 38,819
    Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL database
31. sql-optimization ★ 38,819
    Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis acro
32. sql-server-table-reconciliation ★ 38,819
    Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, r
33. ssma-console ★ 38,819
    Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration
34. neon-postgres ★ 85
    Guides and best practices for working with Lakebase Postgres, the database behind Neon. Covers setup, connection methods and drivers, pooled
35. neon-postgres-egress-optimizer ★ 85
    Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected d
36. trailmark ★ 6,975
    Builds and queries multi-language source and binary code graphs for security analysis. Includes pre-analysis passes for blast radius, taint
37. expo-examples ★ 2,514
    Framework (OSS). Expo's official example projects - the expo/examples repo of ~70 `with-*` integrations (Stripe, Clerk, Supabase, OpenAI, ma
38. database-designer ★ 25,768
    Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relat
39. database-schema-designer ★ 25,768
    Use when the user asks to create ERD diagrams, normalize database schemas, design table relationships, or plan schema migrations.
40. snowflake-development ★ 25,768
    Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Age
41. sql-database-assistant ★ 25,768
    Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs
42. backend-development ★ 1,137
    Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or
43. database-design ★ 1,137
    Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing
44. supabase ★ 2,574
    Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Q
45. supabase-postgres-best-practices ★ 2,574
    Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that live
46. tinybird ★ 20
    Tinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.
47. mssql ★ 417
    Execute read-only SQL queries against multiple Microsoft SQL Server databases. Use when: (1) querying MSSQL/SQL Server databases, (2) explor
48. mysql ★ 417
    Execute read-only SQL queries against multiple MySQL databases. Use when: (1) querying MySQL databases, (2) exploring database schemas/table
49. postgres ★ 417
    Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database sch
50. alloydb-basics ★ 30,576
    Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations