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java-best-practice-checker

by PromptSpace

Expert Java code auditor for SE 8–24, flagging performance leaks, threading risks, and modernization gaps.

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Free

One-time purchase

⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →

Included in download

  • Downloadable skill package
  • Works with OpenClaw, Cursor
  • Instant install

See it in action

🔴 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 |

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.

Use Cases

  • Modernize legacy Java 8 code to use Records, Switch Expressions, and var.
  • Identify thread-safety hazards and manual lock contention in concurrent code.
  • Optimize String handling and Collection choices for high-throughput apps.
  • Ensure proper resource cleanup and prevent JVM memory leaks.

Reviews

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Security Scanned

Passed automated security review

Permissions

No special permissions declared or detected

OpenClaw, Cursor, Claude Code, Codex CLI

Creator

P

PromptSpace

We build AI agent skill packages for content creators. Specializing in Chinese social media automation.

Frequently Asked Questions

java-best-practice-checker — AI Agent Skill | PromptSpace