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Cloud database platform specialist covering Neon (serverless PostgreSQL), Supabase (PostgreSQL 16 with real-time), and Firebase Firestore (NoSQL with offline sync).
Passed 20 of 22 test cases with the skill, and 16 of 22 without it.
and 1 more in the full report
4 fixed16 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to look up documentation on Neon database branching workflows using Context7 MCP tools. What library search query and doc topic string should be used?
| Checked | Without skill | With skill |
|---|---|---|
| uses library search query neondatabase/neon | Missed | Passed |
| requests documentation topic branching | Passed | Passed |
The instructions your model reads when the skill loads.
Cloud Database Platform Coverage: Consolidated expertise for Neon (serverless PostgreSQL), Supabase (PostgreSQL 16 with real-time), and Firebase Firestore (NoSQL with offline sync).
Neon provides serverless PostgreSQL with auto-scaling, database branching, and scale-to-zero compute for cost optimization. Best for serverless applications, preview environments, and edge deployment with connection pooling.
Supabase provides PostgreSQL 16 with pgvector for AI/ML, Row-Level Security for multi-tenant apps, real-time subscriptions, and integrated auth/storage. Best for full-stack apps requiring real-time features and vector search.
Firestore provides NoSQL document database with real-time sync, offline caching, Security Rules, and mobile-optimized SDKs. Best for mobile-first apps, offline-first architecture, and cross-platform development.
Need serverless PostgreSQL with auto-scaling: Use Neon.
Need database branching for CI/CD: Use Neon branching.
Need edge-compatible database: Use Neon with connection pooling.
Need vector search for AI/ML: Use Supabase with pgvector.
Need Row-Level Security: Use Supabase RLS policies.
Need real-time subscriptions: Use Supabase real-time or Firestore listeners.
Need offline-first mobile app: Use Firestore with offline persistence.
Need SQL with real-time features: Use Supabase.
Need NoSQL flexibility: Use Firestore.
SQL vs NoSQL Decision: Choose SQL (Neon, Supabase) for structured data with complex relationships, ACID transactions, and query flexibility. Choose NoSQL (Firestore) for flexible schemas, offline-first mobile apps, and real-time sync across clients.
PostgreSQL Variants: Choose Neon for serverless auto-scaling and branching. Choose Supabase for integrated features (auth, storage, real-time) and pgvector.
test cases passed, vs 16 / 22 without
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