Topic · Databases

Best database schema design skills for Claude Code, Codex and other agents.

Skills that design normalized, evolvable database schemas and data models.
skills
390
official
20

Database schema design skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Database schema design skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Gives the agent Postgres rules to consult before writing or changing tables, queries, indexes, RLS policies or migrations, and when diagnosing slow queries.

supabase/agent-skills2.7k24 repos~808Automated safety check: PassMIT5 days ago
2

Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.

langgenius/dify158k—~676Automated safety check: PassUnknowntoday
3

Guides safe, measurable MySQL and InnoDB changes across schema design, indexing, query tuning, transactions, locking and replication, with rollout steps.

planetscale/database-skills6983 repos~1.4kAutomated safety check: PassMITyesterday
4

Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts.

giancarloerra/SocratiCode3.3k1 repo~1.5kAutomated safety check: PassAGPL-3.05 days ago
5

Walks through adding a new persisted memory kind to EverOS: choose storage among Markdown, SQLite and LanceDB, pick a Markdown strategy, then wire schemas, repos and writers.

EverMind-AI/EverOS13k—~2.6kAutomated safety check: PassApache-2.0today
6

Rules for writing Django migrations in Saleor that avoid long table locks and stay compatible with zero-downtime rolling deploys.

saleor/saleor23k—~1.6kAutomated safety check: PassBSD-3-Clauseyesterday
7

A skill your agent uses when optimizing Jazz applications for speed, responsiveness, and scalability.

garden-co/classic-jazz2.5k—~1.9kAutomated safety check: PassMIT1 mo ago
8

Currency handling patterns for the Dinero.js money library. An agent skill from dinerojs/dinero.js.

dinerojs/dinero.js6.8k—~650Automated safety check: PassMITyesterday
9

Explore an existing PostgreSQL database before answering questions about its data or writing SQL.

timescale/pg-aiguide1.9k—~1.1kAutomated safety check: PassApache-2.06 days ago
10

Guides SQLite schema changes in the Cursor BYOK server, keeping SQLx migrations, the Rust store, API contracts and fixtures aligned.

leookun/cursor-byok3.2k—~1.3kAutomated safety check: PassMIT9 days ago
11

日本語文書のAI由来の均一さ、翻訳調、不自然さ、論旨、読解負荷を、決定的なRust CLIと目視で診断し、依頼に応じて書く・直す。日本語の学術論文・研究報告では、中心命題、用語、論証、DOCX/PDF納品を監査契約で確認する。Use when the user explicitly mentions suiko, asks whether Japanese text looks…

nwiizo/suiko114—~1.8kAutomated safety check: PassMITtoday
12

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries.

ynulihao/AgentSkillOS61710 repos~3.3kAutomated safety check: PassNo licence7 mo ago
13

Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases.

MoizIbnYousaf/ai-agent-skills1.1k1 repo~1.2kAutomated safety check: PassMIT16 days ago
14

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

mirage-project/mirage2.5k—~4.5kAutomated safety check: PassApache-2.0yesterday
15

Plans the stack, database schema and API for an app clone, from the recon map replica-recon wrote.

Jakeschincariol/replica-skill734—~1.1kAutomated safety check: PassMIT4 days ago
16

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

mattiacerutti/supernova187—~2.8kAutomated safety check: PassMITtoday
17

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

hiroppy/mf-dashboard418—~627Automated safety check: PassMITtoday
18

Comprehensive C and .NET development skill for TSP projects.

querylenshq/ef-querylens225—~1.3kAutomated safety check: PassMIT1 mo ago
19

Define implementation contracts (APIs and data models) that developers will build against during PRD v0.6 Architecture.

mattgierhart/PRD-driven-context-engineering1791 repo~3.4kAutomated safety check: PassMIT1 mo ago
20

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

ModelCloud/GPTQModel1.3k—~1.1kAutomated safety check: PassUnknowntoday
21

Deep dive into SwiftData design patterns and best practices.

KartikLabhshetwar/better-shot2.4k2 repos~1.2kAutomated safety check: PassUnknown6 days ago
22

Overview and information about Neki, the sharded Postgres product by PlanetScale. Load when working with Neki-related tasks and the need to scale or…

planetscale/database-skills6981 repo~483Automated safety check: PassMITyesterday
23

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

rominirani/antigravity-skills591—~264Automated safety check: PassNo licence3 mo ago
24

Friendly, step-by-step setup for ERD Studio in an existing dbt project, for people who may be new to dbt or data modelling.

liam-machine/erd-studio165—~8.5kAutomated safety check: PassUnknown3 days ago
25

A skill your agent uses when the user wants to design or extend a FlashAttention-style forward kernel on B200/Blackwell, involving the two MMAs QKᵀ and PV, online softmax, S/P/O in TMEM, warp roles…

mirage-project/mirage2.5k—~1.9kAutomated safety check: PassApache-2.0yesterday
26

Write idiomatic Effect v4 TypeScript verified against the pinned effect@4.0.0-rc.112 source.

tellahq/opensession392—~3.7kAutomated safety check: PassMITtoday
27

Apply Shadmin feature-development standards (backend Go/Gin/Ent + frontend React/TS).

ahaodev/shadmin174—~2.7kAutomated safety check: PassMIT5 days ago
28

Generates a self-contained HTML file with an interactive, clickable Mermaid diagram (flowchart or ER diagram) that explains how a codebase feature, flow, architecture, or database schema works.

alexanderop/walkthrough141—~3.4kAutomated safety check: NotesNo licence6 mo ago
29

Turns a Tushare API doc URL into a full data plugin for the stock_datasource repo: extractor, ClickHouse schema, query service, config and curl examples.

Yourdaylight/stock_datasource188—~2.5kAutomated safety check: PassMIT29 days ago
30

Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, Blueprints, and…

robotostudio/turbo-start-sanity182—~940Automated safety check: PassMIT2 days ago
31

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

planetscale/database-skills6981 repo~1.2kAutomated safety check: PassMITyesterday
32

Audit experiment integrity before claiming results. An agent skill from wanshuiyin/Auto-claude-code-research-in-sleep.

wanshuiyin/Auto-claude-code-research-in-sleep17k1 repo~2.7kAutomated safety check: NotesMITtoday
33

SPD V1 Batch. An agent skill from flaqai/backlink_skills.

flaqai/backlink_skills750—~1.7kAutomated safety check: PassMIT13 days ago
34

Design robust, scalable database schemas for SQL and NoSQL databases.

meshery/meshery-operator1513 repos~4.4kAutomated safety check: PassMIT16 days ago
35

Create visual data models for database schemas using Nimbalyst's DataModelLM editor.

nimbalyst/nimbalyst1.8k—~713Automated safety check: PassMIT2 days ago
36

Designs and debugs Elixir persistence with Ecto: schemas, changesets, queries, preloads, migrations and multi-tenancy, kept within application contexts.

georgeguimaraes/elixir-agent-tools184—~1.2kAutomated safety check: PassApache-2.017 days ago
37

Reviews schema design, SQL queries, ORM patterns. An agent skill from DanielPodolsky/ownyourcode.

DanielPodolsky/ownyourcode2901 repo~1.6kAutomated safety check: PassMIT3 mo ago
38

Build, validate, and manage semantic models using Sidemantic.

sidequery/sidemantic129—~4.2kAutomated safety check: PassApache-2.0today
39

A skill your agent uses for general PostgreSQL table design.

timescale/pg-aiguide1.9k—~4.2kAutomated safety check: PassApache-2.06 days ago
40

Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context…

unxed/f42402 repos~2.9kAutomated safety check: PassMITtoday
41

Database performance optimization, schema design, query analysis, and connection management across PostgreSQL, MySQL, MongoDB, and SQLite with ORM integration.

cin12211/orca-q223—~2.8kAutomated safety check: PassMIT16 days ago
42
42.Databricks DbsqlOfficial

Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities.

databricks/databricks-agent-skills3451 repo~2.8kAutomated safety check: PassUnknownyesterday
43

Design or review schemas for crates/cloudsync using SQLite Sync constraints, not generic SQLite advice.

fastrepl/anarlog9.4k—~1.9kAutomated safety check: PassMITtoday
44

Safely run database schema migrations. An agent skill from agulli/atlas-agents.

agulli/atlas-agents578—~702Automated safety check: PassMIT2 mo ago
45

Design and implement collaborative data schemas using the Jazz framework.

garden-co/classic-jazz2.5k—~3.2kAutomated safety check: PassMIT1 mo ago
46

A skill your agent uses when generating or regenerating Drizzle migration files, changing database schema tables or columns, resolving migration sequence conflicts after rebase, reviewing migration…

kurealnum/dotfiles290—~820Automated safety check: PassNo licence5 mo ago
47

MongoDB schema design patterns and anti-patterns. An agent skill from mongodb/agent-skills.

mongodb/agent-skills1902 repos~3.4kAutomated safety check: PassApache-2.0yesterday
48

How a zhtw-mcp change is validated - make check as the gate, the generated tables and the ruleset normalization that have to be current before it passes, the formatter chain in scripts/indent.sh…

sysprog21/zhtw-mcp488—~2.8kAutomated safety check: PassMIT2 days ago

Questions, answered from the data.

What is the best database schema design skill?

Supabase Postgres Best Practices (official) from supabase/agent-skills ranks first of the 390 database schema design skills listed here, with the highest score: its repository has 2.7k GitHub stars, 24 other GitHub owners carry a copy, its SKILL.md loads about 808 tokens and it passes the automated safety check with no findings. Next come Backend Code Review and MySQL Schema and Query Tuning.

Which database schema design skills are official?

20 of the 390 database schema design skills are official, published by the vendor's own GitHub organization: Supabase Postgres Best Practices, MySQL Schema and Query Tuning, PlanetScale Neki Overview, Vitess for PlanetScale, Databricks Dbsql and 15 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.