Use when working with StrataDB / stratadb — an embedded multi-model database (key-value, JSON documents, vectors, events, graphs) with git-style branches and time travel. Covers opening databases from Python or the CLI, choosing a primitive, branch isolation, as-of reads, typed error handling, and built-in inference…
A set of database tools for exploring and working with MySQL and PostgreSQL databases. It can inspect connections and schemas, run queries, generate documentation and entity-relationship diagrams, review SQL, and analyze performance.
Use this skill when diagnosing PostgreSQL connection issues through PGAutoPilot. Trigger when user asks to: - "I can't connect to the database" - "Connection refused" - "Connection timed out" - "Database is not reachable" - "How do I fix my database URL?" - "The database won't start" - Connection errors…
Architecture-first development workflow for the MVR self-hosted AI-video reference library. Use when designing, implementing, reviewing, testing, debugging, or evolving the TypeScript MCP server, REST API, dashboard, SQLite vault, or local/S3 asset storage.
Decompose documents or pasted context into a queryable kgrdbms ontology — extract entities and typed relationships, mint stable CURIE ids, and write them gated+logged into a named ontology via the kg CLI. Use when the user hands over source material (notes, docs, transcripts, research, pasted text) and wants it turned…
A business-data analysis assistant for MySQL databases and CSV or Excel files. It helps explain business measures such as sales value, daily active users, conversion, retention, repeat purchases, and customer groups.
Review Flyway SQL migrations for PostgreSQL or MySQL production safety. Use when creating or reviewing versioned or repeatable migration files, pull requests with DDL or backfills, zero-downtime schema changes, expand-contract rollouts, index creation, constraint validation, type changes, renames, or destructive…
This skill enables querying Spanner databases through the AfterShip DSP API. It uses the go-admin-automizely-cli library to obtain authentication tokens and execute SQL queries against Spanner databases in different environments.
Core DQL syntax, pitfalls, query patterns, and query optimization. Load to write, build, fix, or OPTIMIZE a DQL query — prevents syntax errors and makes queries faster, more efficient, and cheaper (less data scanned = lower query consumption/cost per run). Covers fetch commands, data models, field namespaces, time…
The master DBA assistant skill that provides comprehensive guidance for all database administration tasks. Use this skill when: Starting a new DBA session User needs general DBA help Multiple task types might be involved You need to decide which specialized skill to use This skill acts as a router to specialized…
Qdrant MCP Server management and diagnostics skill. Use whenever working with the qmcp (QDrant MCP Server) project for semantic code search. Activates on queries about: Qdrant database state, collections, or indexed content Cleaning up vector database (orphans, stale vectors, missing files) Understanding what's…
Expert in Microsoft SQL Server development and administration. Use when writing T-SQL queries, optimizing database performance, designing schemas, configuring SQL Server, or integrating SQL Server with Node.js using mssql package.
A set of development instructions for an MCP server that reads local A5:SQL Mk-2 files and makes their data available to AI tools. MCP is a standard way for AI assistants to use external tools and resources.
A guide for using Yudao Pilot to generate application code from database tables in Yudao and related projects. Yudao is a software framework; generated code can include backend, frontend, CRUD screens, menus, dictionaries, and SQL when the project configuration supports them.
This skill should be used when building data processing pipelines with CocoIndex, a Python library for incremental data transformation. Use when the task involves processing files/data into databases, creating vector embeddings, building knowledge graphs, ETL workflows, or any data pipeline requiring automatic change…
Persistent memory across sessions and tools for this project, backed by a local Postgres graph. Use when the user states a decision, corrects you, states a preference, or says "remember this"; and at session start, or any time recalling prior context would save the user from re-explaining something they already told a…
Use this skill when the user wants an actual answer from a SQL database in business terms, including totals, trends, rankings, comparisons, or bounded detail, even when they do not know the schema, dialect, or data-source label. Retrieve relevant OKF knowledge through MCP, assemble single-source read-only SQL, execute…
Expert guide for the Zuar Portal dbmodifications service — the API that lets browser code inside portal blocks safely write to a database. Use this skill whenever the user wants to write, insert, update, delete, or upsert data from a portal block or page; mentions /api/dbmodifications/run, /api/dbmodifications/, the…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: