spring-boot-jdbc

spring-boot-jdbc is a cursor rule for Cursor from lsampaioweb/ai-instructions. It costs 0 tokens per session (992 once invoked), scanned A, original, MIT.

A set of rules for using Spring Boot with relational databases through Spring JDBC, rather than JPA. It covers SQL files, transactions, generated keys, and database-owned table definitions.

In plain words
What is it for?
It guides repository implementations that read and write relational data with JdbcClient, use external SQL, handle transactions, and retrieve generated keys.
Why use it?
It keeps database access consistent and prevents application code from mixing different persistence approaches or putting SQL in the wrong place.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit It guides repository implementations that read and write relational data with JdbcClient, use external SQL, handle transactions, and retrieve generated keys.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/lsampaioweb/ai-instructions/spring-boot-jdbc
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.

Clone the repo
git clone --depth 1 https://github.com/lsampaioweb/ai-instructions

Made for: Cursor.

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 spring-boot-jdbc

README.md
[![agentmods](https://agentmods.dev/badge/rules/lsampaioweb/ai-instructions/spring-boot-jdbc/github.svg)](https://agentmods.dev/rules/lsampaioweb/ai-instructions/spring-boot-jdbc)
Your own site
<a href="https://agentmods.dev/rules/lsampaioweb/ai-instructions/spring-boot-jdbc"><img src="https://agentmods.dev/badge/rules/lsampaioweb/ai-instructions/spring-boot-jdbc/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for spring-boot-jdbc

Your own site · 80×15
<a href="https://agentmods.dev/rules/lsampaioweb/ai-instructions/spring-boot-jdbc"><img src="https://agentmods.dev/badge/rules/lsampaioweb/ai-instructions/spring-boot-jdbc.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 992 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 5.1 $0.00000 $0.00992
Opus 5.5 $0.00000 $0.00397
Sonnet 5.5 $0.00000 $0.00198
Haiku 4.5 $0.00000 $0.00099

Measured 14d ago against content hash e04523916ad7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

spring-boot-jdbc 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 14d ago.

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.

.cursor/rules/spring-boot-jdbc.mdc · 99 lines

How it starts

The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spring Boot JDBC Contract

These rules apply to real applications that use relational databases through Spring JDBC. Architecture already forbids JPA; this file owns how JDBC is done.

Exception handling, i18n, packaging, and pom coordinate rules stay in their own instruction files. Do not restate those contracts here.

Dependencies

  • Use spring-boot-starter-jdbc plus the matching JDBC driver (for example org.postgresql:postgresql) and an explicit com.zaxxer:HikariCP runtime dependency. Dependency comments, ordering, and the JPA ban are owned by the pom contract.

Access API

  • Use Spring JdbcClient for ordinary reads and writes.
  • Use NamedParameterJdbcTemplate only when you need APIs JdbcClient does not cover cleanly (for example multi-row batchUpdate).
  • Keep JdbcClient and JDBC templates inside repository implementations (architecture contract).
  • Prefer the Boot-provided JdbcClient bean. Load SQL with @PropertySource on a dedicated config class; do not recreate JdbcClient unless auto-config is disabled.

SQL location and shape

  • Store DML statements in classpath:sql/{feature}.xml (Java properties DTD) and bind them to a feature @ConfigurationProperties record (for example sql.users.find-by-id).
  • Use named parameters only (:id, :name). Do not use ? placeholders in new SQL.
  • Keep domain models as plain records with no JDBC or ORM annotations.
  • Do not bury SQL strings as Java constants in real applications.

Generated keys and updates (PostgreSQL)

  • When an insert must return the new row, use INSERT … RETURNING … and map the result with JdbcClient (.query(…).single()). Do not invent primary keys in Java.
  • Prefer RETURNING on updates when the caller needs the persisted row.

Lookups, paging, and dynamic SQL

  • Single-row repository lookups return Optional. The service turns empty into a feature AppException (exception contract). Do not return null from repositories.
  • Unbounded collection reads that page in SQL use COUNT plus LIMIT/OFFSET (or the database equivalent) with Spring Pageable/Page.
  • When building dynamic ORDER BY, allowlist column names. Never concatenate raw client sort fields into SQL.

Read the full file on GitHub · 99 lines

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. 14d ago First seen · 99 lines · 0 tokens per session scan A e04523916ad7

Subscribe to this mod's changes

spring-boot-jdbc is a cursor rule published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 14d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 992 tokens. 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 2026-10-04.