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511-frameworks-micronaut-jdbc

Use when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. This should trigger for requests such as Review JDBC or SQL data access in a Micronaut project; Improve transactions and parameter binding for Micronaut JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix self-invocation bypassing @Transactional in Micronaut. Part of cursor-rules-java project

69

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

70%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured overview skill that delegates detail to a real reference and includes a validation-gated workflow. It loses points on conciseness (redundant constraint restatements) and actionability (abstract step phrasing with no inline concrete guidance).

Suggestions

Collapse the five near-identical constraint bullets (MANDATORY/PREREQUISITE/SAFETY/BLOCKING/VERIFY) into one compile-before / verify-after rule to remove redundancy.

Add one short concrete inline cue (e.g. a 2-line snippet showing parameterized PreparedStatement use) so the body is actionable before opening the reference.

Trim the 'What is covered' bullet list to items not already enumerated in the description to reduce overlap.

DimensionReasoningScore

Conciseness

Mostly dense and free of basic-concept padding, but the Constraints section restates the compile/verify rule five times (MANDATORY, PREREQUISITE, SAFETY, BLOCKING CONDITION, VERIFY) and the 'What is covered' list overlaps the deferred reference.

2 / 3

Actionability

As an instruction-only overview it defers all executable code to the reference, but the body's own steps are abstract ('Implement or refactor configuration/code following the reference patterns') with no inline specifics.

2 / 3

Workflow Clarity

A clear 4-step sequence with an explicit compile-before / verify-after checkpoint and a stop-on-failure feedback loop, appropriate for batch code-modification work.

3 / 3

Progressive Disclosure

Clean overview body with a single, clearly signaled one-level-deep reference to references/511-frameworks-micronaut-jdbc.md, which exists as a real bundle file.

3 / 3

Total

10

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, well-targeted description that names concrete capabilities, supplies natural trigger phrasings, and explicitly covers both what and when. Only minor blemish is the trailing 'Part of cursor-rules-java project' which adds no trigger value.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'pooled DataSource', 'parameterized SQL', 'Transactional', 'batching', 'domain exception translation' — rather than vague language.

3 / 3

Completeness

Explicit 'Use when…' clause plus 'This should trigger for requests such as…' clearly answers both what the skill does and when to invoke it.

3 / 3

Trigger Term Quality

Natural user phrasings like 'Review JDBC or SQL data access', 'Improve transactions and parameter binding', and 'Fix self-invocation bypassing @Transactional' give strong coverage.

3 / 3

Distinctiveness Conflict Risk

Scoped narrowly to Micronaut JDBC with distinct triggers, making conflict with other skills unlikely.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
jabrena/cursor-rules-java
Reviewed

Table of Contents

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