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.
git clone --depth 1 https://github.com/lsampaioweb/ai-instructionsWrote 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.
[](https://agentmods.dev/rules/lsampaioweb/ai-instructions/spring-boot-jdbc)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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-jdbcplus the matching JDBC driver (for exampleorg.postgresql:postgresql) and an explicitcom.zaxxer:HikariCPruntime dependency. Dependency comments, ordering, and the JPA ban are owned by the pom contract.
Access API
- Use Spring
JdbcClientfor ordinary reads and writes. - Use
NamedParameterJdbcTemplateonly when you need APIsJdbcClientdoes not cover cleanly (for example multi-rowbatchUpdate). - Keep
JdbcClientand JDBC templates inside repository implementations (architecture contract). - Prefer the Boot-provided
JdbcClientbean. Load SQL with@PropertySourceon a dedicated config class; do not recreateJdbcClientunless 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@ConfigurationPropertiesrecord (for examplesql.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 withJdbcClient(.query(…).single()). Do not invent primary keys in Java. - Prefer
RETURNINGon 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 featureAppException(exception contract). Do not returnnullfrom repositories. - Unbounded collection reads that page in SQL use
COUNTplusLIMIT/OFFSET(or the database equivalent) with SpringPageable/Page. - When building dynamic
ORDER BY, allowlist column names. Never concatenate raw client sort fields into SQL.
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.
- 14d ago First seen · 99 lines · 0 tokens per session scan A e04523916ad7
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.
Other cursor rules, from other repositories
ehs-ims-conventions
EHS IMS app — RBAC, data layer, tRPC, migrations, AI boundaries.
rulesforconvex
description: Convex guidelines globs: alwaysApply: true.
startup-migration-bounded-work
Production djangostartup migrate must be bounded; never run makemigrations in production.
redis_rate_limiting
Complete guide for implementing Redis-based rate limiting with authentication troubleshooting and FastAPI integration.
schema
Scalable and secure schema design patterns for relational databases, NoSQL, and APIs. / TR: İlişkisel veri tabanları, NoSQL ve API'ler için ölçeklenebilir ve güvenli şema tasarım kalıpları.
java-springboot-jpa-cursorrules-prompt-file
description: "Cursor rules for Java development with Springboot and JPA integration." globs: / alwaysApply: false.