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Java Best Practice Checker
Expert Java code auditor for SE 8–24, flagging performance leaks, threading risks, and modernization gaps.
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java-best-practice-checker
Example session with this skill installed
Can you review this Java code for me? It's a method that builds a report by looping through a list and adding strings together using the plus operator.
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- Compiled the java-best-practice-checker
🔴 Issue 1 — Concatenation in loop (Report.build)
Each += allocates a new String; O(n²) performance.
// ✅ Fix
StringBuilder sb = new StringBuilder();
for (var item : list) { sb.append(item); }
return sb.toString();
| # | Location | Category | Issue | Severity |
|---|---|---|---|---|
| 1 | Report.build() | Strings | Loop concat | 🔴 High |
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About this skill
What it does
This skill performs an exhaustive, automated audit of Java source code ranging from SE 8 through the latest SE 24 features. It acts as a specialized static analysis engine that identifies violations of modern best practices, concurrency hazards, and architectural anti-patterns.
Why use this skill
Unlike standard linters, this skill provides deep context and "why it matters" explanations for every flag. It helps developers modernize legacy codebases by suggesting Java 21+ features like Record Patterns and Virtual Threads, while simultaneously catching classic "silent killers" like String Pool bypasses and thread-safety bugs in Singletons.
Supported areas
- Modern Syntax: Pattern matching (SE 21), Unnamed variables (SE 22), Stream Gatherers (SE 24).
- Core Performance: String handling, wrapper class caching, and JIT-friendly coding patterns.
- Collections: Deep analysis of the Collections Framework and the new SequencedCollection API.
- Architecture: Dependency injection, OOP encapsulation, and Design Pattern implementations.
- JVM Internals: Garbage collection awareness, memory leak detection, and resource management.
The Output
The skill generates a structured report featuring severity-coded issues (🔴/🟡/🟢), root-cause analysis, and side-by-side "Fix" code blocks. Every review concludes with a professional Summary Table for quick triage by lead developers or PR reviewers.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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Unzip into your skills folder
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- 3
Ask your agent to use it
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Reviews
77 people have installed this skill.
Trust & safety
Security scanned
Verified clean 5 months ago
- Free to download with an account