Write GORM data access code using the DAO (Data Access Object) pattern. Use when creating database models, writing queries, setting up GORM, adding CRUD methods, or working with gorm.io in Go services. Also use when the user mentions "DAO", "data access", "ORM", "database models", "GORM", or is building a Go service…
Manage the AIPanel Feishu Bitable data source with natural language. Use when a user wants to query, add, edit, delete, reorder, or organize AIPanel bookmarks and categories stored in the Feishu Bitable backing the current AIPanel deployment. Also use when the user asks about AIPanel data, category order, placeholder…
Manage Zilliz Cloud vector databases via zilliz-cli. Use when the user wants to: (1) set up zilliz-cli (install, login, configure), (2) manage clusters (create, list, describe, suspend, resume, delete, modify), (3) manage collections, indexes, partitions, databases, or aliases, (4) perform vector operations (search…
Drive the MSSQL MCP server over Streamable HTTP the way an MCP client does. Use when proving a tool, resource, or prompt change against Docker AppDB and ReportingDB, reproducing a user-visible MCP failure, or capturing evidence that a feature works. Do not use npm test as proof. Those tests mock the database.
Agentic data quality validation across warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres) with LLM diagnosis, root cause analysis, and audit trail.
Drive the local PlanetScale MCP server (stdio) end to end and capture proof that a tool behaves correctly. Use after changing anything in src/tools/ or src/lib/, before pushing to Gram, or when asked to verify/prove MCP tool behavior.
Bootstraps a local Node.js backend development stack with Docker, PostgreSQL, and an ORM (Prisma or Sequelize). Use this skill whenever the user wants to: initialize a new backend project, set up a Dockerized database locally, wire up an ORM with automated migrations, scaffold an Express server with a health endpoint…
Use this skill when the user wants to write or improve SQL++ queries against Couchbase Analytics through cb-analytics-mcp. Trigger when they mention "SQL++", "Analytics query", "executequery", "scanconsistency", "requestplus", "pagination", "EXPLAIN", "truncated", "row cap", or anything about querying datasets…
Use when Java/Kotlin code uses easy-query (often abbreviated as eq; EasyEntityQuery, EasyQueryClient, proxy DSL) or when migrating JPA/MyBatis to easy-query. Covers setup and missing Proxy troubleshooting, Spring Boot starter/config, CRUD and mutation APIs (insertable/updatable/deletable, onConflictThen…
Explains and applies the database normal forms (1NF, 2NF, 3NF, BCNF, 4NF, 5NF) and strategic denormalization, with worked examples in PostgreSQL, MySQL, SQLite, MongoDB, Cassandra, ScyllaDB, and DynamoDB. Use when users ask about normal forms, functional/multivalued/join dependencies, anomalies…
Guide OpenCode to use OceanBase MCP for metadata-first OceanBase querying, SQL assistance, ER diagrams, metadata change review, and result documentation.
Database and backend knowledge for business operators — table design, auth setup, row-level security, storage, and edge functions explained in plain English. Not a developer guide — domain expertise for building your backend on Supabase.
SPARQL reference for Mnemosyne knowledge graphs. Load when writing or debugging SPARQL queries against the RDF store — namespace prefixes, entity URI patterns, predicate catalog, common query patterns, and gotchas.
Read-only access to TraleBot prod Postgres via kubectl port-forward + psql under the agentro role. Use this when you need to look up real production data (user counts, achievements, quiz stats, retention etc.) for analytics or debugging. SELECTs only — INSERT/UPDATE/DELETE will fail with a read-only transaction error…
A tool for creating example time-series data and loading it into an IDMP system. It models assets such as equipment and their hierarchy, then produces configuration and simulated readings.
Use when managing NocturnusAI databases, tenants, health checks, metrics, backups, API key management, RBAC configuration, admin operations, or operational monitoring. Triggers on: NocturnusAI database, tenant, health, metrics, backup, API key, RBAC, admin, monitoring, operational.
Query a database through the valv MCP and turn the results into charts in a single self-contained HTML file (Chart.js). Use whenever the user asks to chart, graph, plot, visualize, or "show me" data from their database — e.g. "visualize revenue by month", "chart signups per week", "graph orders by status". Remembers…
Calculate and recommend optimal YugabyteDB cluster sizing based on workload inputs. Use this skill whenever the user asks about YugabyteDB cluster sizing, capacity planning, node count, vCPU requirements, storage sizing, memory recommendations, or wants to know how many nodes they need for a given workload. Trigger…
Designing Data-Intensive Applications (DDIA) distilled reference guide by Martin Kleppmann. MUST be loaded when: designing database schemas, choosing storage engines, implementing replication or partitioning, handling distributed transactions, building batch/stream processing pipelines, choosing consistency models…
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