database-patterns

database-patterns is a skill for Claude Code, Codex from taipt1504/agent-skills. It costs 97 tokens per session (1,450 once invoked), scanned A, original, no licence file.

A reference for database code in Java Spring applications. It covers R2DBC for reactive database access, JPA and Hibernate for standard access, PostgreSQL, MySQL, connection pools, Flyway migrations, and query tuning.

In plain words
What is it for?
Use it when creating database models and repositories, writing queries, planning Flyway migrations, configuring connection pools, or improving query performance.
Why use it?
It helps choose and apply database patterns without mixing incompatible access styles or overlooking schema changes and performance issues.

Skill for Claude CodeCodex

Part of the devco-agent-skills plugin — 32 skills, 16 commands, 11 agents, 7 hooks shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/taipt1504/agent-skills/database-patterns
Any agent
npx skills add taipt1504/agent-skills --skill database-patterns
Clone the repo
git clone --depth 1 https://github.com/taipt1504/agent-skills

Made for: Claude Code, Codex.

Or install devco-agent-skills, the plugin that ships this one along with the rest of its 32 skills, 16 commands, 11 agents, 7 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for database-patterns

README.md
[![agentmods](https://agentmods.dev/badge/skills/taipt1504/agent-skills/database-patterns.svg)](https://agentmods.dev/skills/taipt1504/agent-skills/database-patterns)
Your own site
<a href="https://agentmods.dev/skills/taipt1504/agent-skills/database-patterns"><img src="https://agentmods.dev/badge/skills/taipt1504/agent-skills/database-patterns.svg" alt="Measured on agentmods" height="20"></a>
Per session 97 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,450 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00097 $0.01450
Opus 5 $0.00048 $0.00725
Sonnet 5 $0.00019 $0.00290
Haiku 4.5 $0.00010 $0.00145

Measured 4d ago against content hash 95269fa0c163, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

database-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/validate-migration.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/database-patterns/SKILL.md · 101 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 101 lines · 97 tokens per session scan A 95269fa0c163

Subscribe to this mod's changes

database-patterns is a skill published in the GitHub repository taipt1504/agent-skills (4 stars, last pushed 3mo ago), with no licence file. It adds 97 tokens to every session and 1,450 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

symfony-doctrine-persistence

Symfony Doctrine persistence — repository adapters, entity mapping, migrations, transactions, database patterns. Triggers on: doctrine, repository, persistence, database, mapping, migration, ORM, entity manager, DBAL, transaction.

aligundogdu/symfony-hexagonal-skill · 42 tokens

design-postgis-tables

Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications.

timescale/pg-aiguide · 31 tokens

pgvector-semantic-search

Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. Trigger when user asks to: Store or search vector embeddings in PostgreSQL Set up semantic search, similarity search, or nearest neighbor search Create HNSW or IVFFlat indexes for vectors…

timescale/pg-aiguide · 190 tokens

find-hypertable-candidates

Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. Trigger when user asks to: Analyze database tables for hypertable conversion potential Identify time-series or event tables in an existing schema Evaluate if a table would…

timescale/pg-aiguide · 184 tokens

postgres-hybrid-text-search

Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). Trigger when user asks to: Combine keyword and semantic search Implement hybrid search or multi-modal retrieval Use BM25/pgtextsearch with pgvector together Implement RRF (Reciprocal…

timescale/pg-aiguide · 162 tokens

add-sample-data

Use when the user wants to seed Dataverse tables with realistic sample records so a freshly-scaffolded code app shows real-looking data on first launch. Generates contextually appropriate rows from each table's schema and inserts them in dependency order. Mirrors…

microsoft/power-platform-skills · 72 tokens