Atlas / Skills / hoangnguyen0403 / Java Language

Java LanguageSAFE

skills/hoangnguyen0403/java-language

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
575
01

Overview

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Read from source at commit 6f5be687a268OBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: java-language
description: Modern Java 21+ language standards including Records, Pattern Matching, and Virtual Threads. Use for Java language constructs or Java-to-Java upgrades; defer Kotlin, tests, formatting/build tools, CompletableFuture, builder patterns, and isolated null-handling questions.
metadata:
  triggers:
    files:
    - '**/*.java'
    - 'pom.xml'
    - 'build.gradle'
    keywords:
    - record
    - sealed
    - switch
    - var
    - Optional
    - stream
    - VirtualThread
    - instanceof
    - text block
---
# Java Language Patterns

## **Priority: P0 (CRITICAL)**


## Implementation Guidelines

- **Records**: Use record for immutable DTOs/Value Objects. Records auto-generate equals, hashCode, toString. Avoid Lombok @Data on Pojos.
- **Local Variables**: Use **`var`** for inferred types. Explicitly type interface variables.
- **Switch**: Use Switch Expressions (->) and Pattern Matching over complex if/else chains.
- **Text Blocks**: Use **`"" (Text Blocks)`** for JSON, SQL, or multi-line strings.
- **Pattern Matching**: Use **`instanceof`** with pattern binding: `if (obj instanceof String s)`.
- **Sealed Classes**: Use sealed interface/class with permits clause for domain-driven restricted hierarchies. Switch expressions then exhaustive switch (compiler-verified).
- **Collections**: Use **`List.of()`**, **`Map.of()`**, and **`Set.of()`** for immutable collections.
- **Streams**: Use **`stream()`** pipelines for functional transformations. Use **`.toList()`** (Java 16+).
- **Optional**: Utilize **`Optional<T>`** for return types. Use **`.ifPresentOrElse()`** or **`.orElseThrow()`**.
- **Virtual Threads**: Favor **`Executors.newVirtualThreadPerTaskExecutor()`** for I/O-heavy workloads.

## Anti-Patterns

- **No Nulls**: Return Optional or empty collections; avoid null parameters.
- **No Raw Types**: Always use generics; never use raw List or Map.
- **No Old Switch**: Use switch expressions (->); avoid fall-through.
- **No Manual get/set**: Use Records or value objects instead.
- **No synchronized blocks**: Use java.util.concurrent or Virtual Threads instead.

## References

- [Records, Pattern Matching & Virtual Threads](references/example.md)

## Canonical response anchors

When this skill applies, preserve the following domain terminology or equivalent concrete examples in the answer when relevant:
- DTOs/Value Objects
- Lombok
- exhaustive switch
- if/else chains
- sealed interface/class
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 6f5be687a268full audit observations/trust-audit/skill/hoangnguyen0403__java-language.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-146f5be687a268SAFEB89first audit
05

Questions

What does the Java Language skill do?

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Is Java Language safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Java Language access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (6f5be687a268), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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