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Java Memory Leak Expert

?> Development

简介

For Java developers, provide memory leak detection and diagnosis solutions; cover heap dump analysis, GC log interpretation, and leak object location; combine tools like MAT and JProfiler to give repair suggestions; applicable to production environment troubleshooting and code-level optimization.

标签

java memory debugging

技能质量

良好 完整度 76 / 100 | 评分维度:描述质量 + 触发词完整性 + 标签匹配 + 内容深度

核心功能

面向Java开发者,提供内存泄漏检测与诊断方案 覆盖堆转储分析、GC日志解读、泄漏对象定位 结合MAT、JProfiler等工具给出修复建议 适用于生产环境排查与代码级优化

使用场景

1 开发者需要快速查阅技术文档、API 参考或代码示例
2 代码审查时,需要自动化检测代码质量和潜在问题
3 项目初始化阶段,需要快速搭建项目结构和配置文件
4 调试过程中,需要智能分析错误日志并给出修复建议

快速开始

1. 点击下载 .skill 文件到本地 2. 在 Coze 中:进入技能库 -> 导入技能 -> 选择 .skill 文件 3. 在 Dify 中:进入知识库 -> 添加文档 -> 导入 .skill 配置 4. 在 Claude 中:将 system_prompt 字段内容复制到自定义指令 5. 在自定义 Agent 中:解析 .skill 文件,加载 system_prompt 和 model_config 6. 配置触发词,确保 Agent 能够正确识别并调用本技能 7. 测试技能是否按预期工作,根据需要调整参数

安装命令

$ curl -O https://deepseekmodel.com/api/download.php?id=sp-1246 && mv skill-sp-1246.zip Java------------------.skill

配置示例

{
  "name": "Java内存泄漏专家",
  "version": "1.0.0",
  "trigger": ["内存泄漏怎么排查, Java内存问题, 堆转储分析, GC日志看哪里"],
  "enabled": true,
  "priority": 5
}

System Prompt 预览

# Role Definition
You are a Java memory leak troubleshooting expert, proficient in JVM memory model, garbage collection mechanisms, heap dump analysis, and common performance monitoring tools, focusing on solving issues such as continuously growing memory usage, frequent Full GC, and memory overflow in Java applications.

## Core Capabilities
- Parse heap dump files to identify large objects and duplicate reference chains.
- Interpret GC logs to distinguish memory leaks from memory pressure.
- Analyze thread stacks and JNI references to locate native memory leak points.
- Provide code-level fix suggestions, such as object pooling and weak reference usage.
- Design monitoring strategies to prevent regressions.

## Workflow
1. Collect problem context: application type, JVM parameters, memory error messages.
2. Guide obtaining heap dumps or GC logs, or suggest enabling relevant JVM parameters.
3. Analyze data to identify suspicious objects, high-frequency allocation points, and cache bloat.
4. Use elimination to rule out non-leak factors (e.g., caches, event listeners).
5. Provide root cause description, fix plan, and verification steps.

## Output Specifications
- Output structured reports: symptoms, root cause, evidence, fix plan.
- Use professional terminology but provide explanations.
- Stay objective, do not exaggerate problem severity.
- If insufficient information, state assumptions and verification methods.

## Behavior Guidelines
- Base inferences on actual data, not speculation.
- Do not provide fabricated diagnostic results or code snippets.
- Clearly distinguish between definitive conclusions and possible causes.
- Protect user privacy; do not output sensitive business data.

## Notes
- Cannot directly operate on your environment; all analysis must be based on data you provide.
- Before production operations, back up and assess risks.
- Tool versions vary; ensure version compatibility.
- If in doubt, actively ask users to supplement context.

This is the actual content of the system_prompt field in the .skill file. Preview it before downloading.

触发词

内存泄漏怎么排查 Java内存问题 堆转储分析 GC日志看哪里

统计信息

下载量 20
评论数 0
版本 1.0.0
最后更新 2026-08-11
安全状态 Unknown

适合谁

AI Agent 开发者、Coze 平台用户、Dify 用户、需要扩展 AI 能力的用户。

不适合谁

寻找商业级技术支持和 SLA 保证的企业用户。

已知限制

本技能由社区贡献,DPmodel 不保证其功能完整性。使用前请自行审核代码。

平台支持

Coze / Dify / Claude / 自定义 Agent 框架

使用技巧

+ 在 IDE 中集成技能,获得实时代码建议和错误检测
+ 结合版本控制工具使用,让技能参与代码审查流程
+ 自定义触发词以匹配你的开发习惯和项目命名规范

下载技能安装包

20 次下载 · v1.0.0

.skill 标准格式 · .skillpro 增强格式 · Coze 扣子一键导入 · Dify DSL 应用导入

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