qdrant-performance-optimization
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.
qdrant-scaling-qps
Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or 'how to handle more concurrent queries'.
avalonia-12-migration
Plan and execute migration from Avalonia 11.3.12 to Avalonia 12 using the repository's dedicated migration lane. Use for breaking-change review, source-backed API delta lookup, migration sequencing, and upgrades that should stay grounded in the current published Avalonia 12 documentation and generated artifacts.
jupiter-swap-migration
Migration guide from Jupiter Metis (v1) or Ultra to Swap API v2. Use when migrating existing Jupiter swap integrations, updating base URLs, or transitioning from quote+swap-instructions to the unified build endpoint.
create-mock-repository
Generates InMemory repository implementations for PHP 8.4 testing. Creates fake repositories with array storage, supporting CRUD operations and queries without database.
replication-sharding-knowledge
Replication and Sharding knowledge base. Provides read/write splitting at application level, connection wrapper patterns, replica lag handling, and query routing for database scaling audits.
kernel-exp-history
This skill should be used when optimizing kernels in this repo and needing to consult past optimization experiments, or when recording the current optimization iteration back into the kernel experiment database.
teleport
Teleport is FULL-CONTEXT migration, not partial transformation. The defining characteristic is that EVERYTHING must move together and keep working: data, dependencies, auth, traffic routing, background jobs, secrets, and human workflows. The old system must remain recoverable until the new one is proven. This spell IS: Database migrations (RDS→Cloud SQL, self-managed→Atlas), cloud provider moves (on-prem→AWS, Heroku→K8s), environment promotions (staging→prod), account/tenant consolidations, platform migrations (Jenkins→GitHub Actions, SendGrid→SES), identity migrations (AD→Azure AD), cluster upgrades with relocation
database-sync
Automate database synchronization, replication, migration, and cross-platform data integration
seo-best-practices
Apply SEO best practices for web applications including metadata, performance optimization, and search engine optimization techniques.
localization-l10n
Implement localization (l10n) best practices to adapt applications for specific regions, languages, and cultural preferences.
prisma-expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
running-a-base-node
Runs a Base node for production environments. Covers hardware requirements, Reth client setup, networking, and sync troubleshooting. Use when setting up self-hosted RPC infrastructure or running archive nodes. Covers phrases like "run a Base node", "set up Base RPC", "Base node hardware requirements", "Reth Base setup", "sync Base node", "self-host Base", or "run my own node".
pomwright-v1-5-bridge-migration
Migrate POMWright v1 BasePage page objects to the v1.5 bridge (BasePageV1toV2) as an intermediate step toward v2 PageObject. Use when asked to migrate, convert, or upgrade POMWright page objects from v1 to the bridge, or when working with BasePageV1toV2. Covers: changing class inheritance, translating addSchema/initLocatorSchemas to defineLocators with v2 DSL, updating call-site syntax (getLocator, getNestedLocator, getLocatorSchema), and updating filter/index/update/mutation patterns.
db-migrations
Work on Madoc TS database migrations and migration tooling. Use when adding SQL migrations, running Slonik migrator, or updating migration paths in services/madoc-ts.
db-queries
Work on Madoc TS SQL query modules and shared query helpers. Use when adding or modifying queries in services/madoc-ts/src/database/queries or related SQL helper usage.
bigquery-mcp
Run read-only BigQuery SQL queries via CLI. Use when user needs to query BigQuery datasets, run SQL against Google BigQuery, or retrieve data from BigQuery tables.
database-migration
Create, execute, and roll back versioned database schema migrations using tools like Alembic, Prisma Migrate, Flyway, and Knex.
