database-tools
115
migration-patterns
Loaded when user asks about database migrations or zero-downtime deploys
softspark
databases
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query
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sql-databases
115
database-patterns
Loaded when user asks about database schema or query optimization
softspark
databases
sql-databases
115
database-engineering
Use this skill when designing database schemas, optimizing queries, creating indexes, planning migrations, or choosing between database technologies. Triggers on schema design, normalization, indexing strategies, query optimization, EXPLAIN plans, migrations, partitioning, replication, connection pooling, and any task requiring database architecture or performance decisions.
AbsolutelySkilled
databases
sql-databases
114
remembering
Advanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cases, session scoping, retention management, type-safe results, proactive memory hints, GitHub access detection, autonomous curation, episodic scoring, and decision traces.
oaustegard
databases
sql-databases
114
embedded-sql
Use when writing SQL queries in ADVPL/TLPP using BeginSQL/EndSQL blocks, %table%, %notDel%, %xfilial%, %exp% macros, or when choosing between Embedded SQL and TCQuery string concatenation
thalysjuvenal
databases
database-tools
113
tanstack-query
TanStack Query v5 expert guidance - migration gotchas (v4→v5 breaking changes), performance pitfalls (infinite refetch loops, staleness traps), and decision frameworks (when NOT to use queries, SWR vs React Query trade-offs). Use when: (1) debugging v4→v5 migration errors (gcTime, isPending, throwOnError), (2) infinite refetch loops, (3) SSR hydration mismatches, (4) choosing between React Query vs SWR vs fetch, (5) optimistic update patterns not working. NOT for basic setup (see official docs). Focuses on non-obvious decisions and patterns that cause production issues. Triggers: React Query, TanStack Query, v5 migration, refetch loop, stale data, SSR hydration, query invalidation, optimistic updates debugging.
NeverSight
databases
database-tools
113
lakebase-setup
Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'.
databricks
databases
database-tools
113
lakebase-setup
Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'.
databricks
databases
database-tools
113
lakebase-setup
Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'.
databricks
databases
database-tools
113
migrate
Use when bulk-migrating import paths, renaming workspace packages, or reorganizing modules across many files in a monorepo. Uses scripted bulk operations with verification gates and atomic commits. Keywords: migrate imports, rename package, bulk import path change, module reorganization, monorepo refactor.
NeverSight
databases
database-tools
113
supabase-cli
Supabase CLI commands for local development, migrations, project management, and deployment. Use when working with Supabase CLI, starting local dev, managing migrations, or deploying changes.
NeverSight
databases
database-tools
113
database-migration
Writes safe, reversible database migrations with rollback plans, data backup commands, zero-downtime deployment notes, and index impact analysis. Produces both up and down migration files with verification queries. Use when writing database migrations, schema changes, ALTER TABLE statements, adding indexes, or when the user needs to modify database structure.
NeverSight
databases
database-tools
113
springboot-migration
Migrate Spring Boot projects to version 4.0 with Java 25, including Spring Modulith 2.0 and Testcontainers 2.x upgrades. Use when user requests upgrading Spring Boot, migrating to Java 25, updating dependencies to Spring Boot 4, mentions Jackson 3 migration, asks about starter renames (web→webmvc, aop→aspectj), fixing test annotations (@MockBean→@MockitoBean), or needs help with Spring Modulith 2.0 or Testcontainers 2.x compatibility. Analyzes codebase for migration issues and guides through changes with specific file references.
NeverSight
databases
nosql-databases
113
web-utilities-native-js
Modern native JavaScript (ES2022-ES2025) utility patterns that replace lodash
NeverSight
databases
nosql-databases
113
api-database-mongodb
MongoDB with Mongoose ODM - schemas, models, queries, aggregation, indexes, TypeScript typing, connection management
NeverSight
databases
nosql-databases
113
api-database-vercel-kv
Serverless Redis-compatible key-value store via Upstash REST API -- edge-compatible, automatic JSON serialization, TTL-based caching
NeverSight
databases
sql-databases
113
api-database-postgresql
Direct PostgreSQL access with node-postgres (pg) -- connection pools, parameterized queries, transactions, streaming, LISTEN/NOTIFY, error handling
NeverSight
databases
sql-databases
113
api-performance-api-performance
Query optimization, caching, indexing, connection pooling, async patterns
NeverSight
databases
sql-databases
113
api-database-knex
SQL query builder for PostgreSQL, MySQL, SQLite, and MSSQL -- fluent queries, schema builder, migrations, seeds, transactions, raw queries
NeverSight
databases
sql-databases
113
api-database-cockroachdb
CockroachDB distributed SQL -- transaction retries, multi-region, online schema changes, follower reads, PostgreSQL compatibility gaps
NeverSight
databases