Best database skills, page 4

Step-by-step guide for adding a new task implementation to Mirage Persistent Kernel (MPK).

mirage-project/mirage

Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request.

dynamodb-toolbox/dynamodb-toolbox

AnyLine数据库操作开发规范，涵盖动态数据源注册切换注销、DDL动态建表改表、DML增删改与事务管理、DQL动态查询与聚合统计、元数据管理、查询结果集的聚合、过滤、格式转换等数学计算，AnyLine方法内部会自动适配100+数据库方言，调用方法时忽略不同数据库差异。

anylineorg/anyline

Run SQL queries across databases (Postgres, MySQL, SQLite, etc.) via the squix CLI.

eduardofuncao/squix

Generates TypeScript or JavaScript readers and writers for ClickHouse's RowBinary formats over HTTP in Node.js, after checking that RowBinary suits the data.

ClickHouse/agent-skills

The project's episodic memory: a timestamped ledger of rules paid for with real outages and near-misses, one entry per incident.

kortix-ai/suna

Analyze indexed Aily chat session history for prior decisions, tool executions, project summaries, usage tips, and session-store reindexing.

ailyProject/aily-blockly

Add or extend Redis commands in the Jedis client API — a new core command, a family of new commands, an extension to an existing command's options, or a module command (Search/TimeSeries/JSON/Bloom).

redis/jedis

Timeplus streaming SQL covering stream types, EMIT policies, window functions, JOINs, materialized views, external streams, and UDFs.

timeplus-io/proton

MUST USE when reviewing ClickHouse schemas, queries, or configurations.

vemetric/vemetric

Install and configure Mnemosyne as a Hermes Agent memory provider — local SQLite with vector search, episodic consolidation, and temporal knowledge graphs.

mnemosyne-oss/mnemosyne

通过 Evotown Database MCP Proxy 对已注册的业务数据库执行只读 SQL 查询。当用户需要查 CRM、订单、报表等结构化数据时使用；禁止直连数据库或写入 SQL。

EXboys/evotown

Scans the repository for optimization opportunities — complexity, performance issues, large files, and maintainability problems — and fixes them one at a time with user confirmation.

kovrichard/catalyst

Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth.

deadlock-mod-manager/deadlock-mod-manager

Used to analyze Apache ShardingSphere community issues. An agent skill from apache/shardingsphere.

apache/shardingsphere

Inspect what a Laravel request actually did — queries, exceptions, timing, cache, auth, views — by reading the profiling data Laravel Debugbar already captured, via Artisan commands.

hexlet-volunteers/hexlet-sicp

Load or backfill the ORD ORM Postgres database and verify it before cutover.

open-reaction-database/ord-schema

A skill your agent uses when building, wiring, reviewing, or debugging MailTime and ostrio:mailer email queues for horizontally scaled Node.js, Bun, or Meteor apps.

veliovgroup/mail-time

Generate Perses dashboards or single panels for GreptimeDB. An agent skill from GreptimeTeam/dashboard.

GreptimeTeam/dashboard

ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML.

Kaelio/ktx

Specialized skill for working in the fdb-relational-core SQL processing layer — parser, plan generator, and Cascades planner.

FoundationDB/fdb-record-layer

Inspects, queries and carefully modifies the MoviePilot SQLite or PostgreSQL database through a bundled script that reads connection settings itself, without needing the password in the prompt.

jxxghp/MoviePilot

Write idiomatic Effect v4 TypeScript following official best practices from effect-solutions and the Effect source.

mattiacerutti/supernova

A skill your agent uses when needing to visualize database schema, generate ERD diagrams from Drizzle ORM schemas, or understand table relationships

hiroppy/mf-dashboard

Diagnose and correct GPT-QModel tokenizer initialization, tokenization normalization, special-token handling, prompt rendering, and chat-template problems.

ModelCloud/GPTQModel

基于 tgf v2（github.com/thkhxm/tgf/v2）用确定性的 tgfctl 工作流创建、验证和维护 Go 游戏服务器项目。

thkhxm/tgf

Find and safely remove unused ("dead") npm dependencies in RedisInsight using a grep + leaf-check + build-gate recipe.

redis/RedisInsight

Guides and best practices for working with Lakebase Postgres, the database behind Neon.

smontlouis/bible-strong

Query ClickHouse system tables to inspect query logs, monitor cluster health, check replication status, and analyze slow queries.

FrankChen021/datastoria

Search, query, and manage Weaviate vector database collections.

weaviate/agent-skills

MUST USE when reviewing ClickHouse schemas, queries, or configurations.

langfuse/langfuse

Enforces strict avoidance of unwrap() in Rust code. An agent skill from shencangsheng/easydb_app.

shencangsheng/easydb_app

Checks a fix proposed by a user or reviewer for intent, correctness and compatibility before the agent implements it in the TiDB codebase.

pingcap/tidb

Build a standalone phone-first HTML App with an SVG icon, Xiaowan skill, Agent-callable tools, reusable connectors, real data paths, and optional SQLite, then validate, publish, and add it to the…

omnimind-ai/OmniBot

Explains which of the three PSL syntax tree layers to use with Prisma's parser output, and how to move between them without hand-written walks.

prisma/orm

Build interactive analytics webapps, demos, dashboards, or embedded app surfaces from Sidemantic semantic models using copyable component primitives and deterministic query inspection.

sidequery/sidemantic

Build and harden React Flow diagram surfaces in VeloxDB using @xyflow/react patterns (nodes, edges, viewport, controls, interactions, performance).

veloxbase/veloxdb

Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files.

Haohao-end/openagent

Deep dive into SwiftData design patterns and best practices.

KartikLabhshetwar/better-shot

Read before adding or changing backend code in lightlystudio - FastAPI routes, services, resolvers, SQLModel tables, or database access.

lightly-ai/lightly-studio

Profile a ClickHouse query using the sampling query profiler and system.tracelog.

ClickHouse/ClickHouse

Query AutoRAG-Research pipeline results using natural language.

NomaDamas/AutoRAG-Research

Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.

FlyinPancake/yoink

A skill your agent uses when creating, editing, reviewing, or troubleshooting Bruin semantic layer models, semantic query CLI usage, metric and dimension definitions, joins, segments, filters…

bruin-data/bruin

Guidance on Vitess sharding, VSchema design, query tuning and connection problems for MySQL-compatible databases running on PlanetScale.

planetscale/database-skills

Review a GitHub issue or pull request URL as a node-redis maintainer, with a staged assessment of whether the claim is real, practically important, already solvable with supported functionality…

redis/node-redis

FlyCms 项目（backend/ Spring Boot 4.1.1 + frontend/ vue-vben-admin v5）的架构地图与开发规范总纲。凡在本仓库做任何开发——写后端接口、新增/修改模块、管理页面、数据库变更、修 bug、重构——都要先加载本 skill 再动手，即使用户只说"改一下""加个功能"；前端登录/菜单/权限专项另见…

sunkaifei/FlyCms

Validates SQL schema files for compliance with internal safety and naming policies.

rominirani/antigravity-skills