扫描现有项目的代码与配置,生成涵盖技术栈、结构、架构、规范、集成、测试和风险的七份文档。为结论标注文件依据和未知项,并指出计划描述与实际实现的差异。
- 了解陌生代码库
- 准备项目交接文档
- 对照设计资料与实际实现
通过复现问题和逐项验证假设,排查 Java 异常、行为异常和测试失败。借助日志、堆栈跟踪及调试器连接定位原因,并添加回归测试。
Debug Java applications systematically: JDWP remote debugging, jdb, VS Code and IntelliJ attach, debugging Maven/Gradle tests, Spring Boot and Quarkus dev mode, containers, breakpoints/logpoints, and reading stack traces. Use when the user needs to find the cause of a Java bug, exception, wrong behavior, or failing test, or asks how to attach a debugger.
实测评分 未实测
查看安装方法java-debugging 用于复现 Java 应用中的问题,并逐项验证假设,从而缩小原因范围。它介绍如何阅读异常发生时的调用记录,也就是堆栈跟踪;如何使用日志和日志点;以及在必要时如何通过断点检查运行状态。内容还包括使用 jdb、VS Code 和 IntelliJ IDEA 连接调试器,以及排查 Maven、Gradle 测试、Spring Boot、Quarkus 和容器的步骤。
当异常原因不明、测试失败,或仅凭日志无法追踪处理流程时,可以使用此技能。它会说明如何缩小问题并稳定复现、确认原因、添加防止问题再次发生的测试,最后移除临时日志和调试设置。
NullPointerException 的原因。”连接调试器需要合适的 JDK,以及计划使用的 IDE 或工具。请勿将调试端口公开到外部网络;远程连接时应使用隧道。只有收到明确指示时才连接生产环境。设置会因 JDK 和 Gradle 版本而异,暂停程序也可能影响执行时序或触发超时。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月25日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
Find the root cause of a Java defect with a reproducible, hypothesis-driven loop, and attach a debugger safely when logs are not enough.
127.0.0.1). Never bind *:5005 on a reachable network; use an SSH tunnel or kubectl port-forward for remote hosts.suspend=n for running applications. suspend=y is acceptable only for short local test runs bound to loopback (waiting for the IDE to attach). Never leave a debug agent enabled on production; JDWP gives full code execution to whoever connects.java-diagnostics skill).JAVA_TOOL_OPTIONS is picked up by every JVM started in that environment (build tools, forked test JVMs, child processes), causing Address already in use clashes. Prefer scoping the flag to the one process you want to debug.Reproduce deterministically, minimize, read the evidence (stack traces), test one falsifiable hypothesis with the least intrusive tool (log line or logpoint before breakpoints), then add a regression test and remove debug flags and temporary logging.
-XX:+ShowCodeDetailsInExceptionMessages) and on by default from JDK 15 (JEP 358 documents the message format). Source: https://openjdk.org/jeps/358.address=5005 binds all interfaces before JDK 9 and loopback from JDK 9 (see below).--debug-jvm passes a bare address, so on JDK 8 it listens on all interfaces.Start the JVM:
java -agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=127.0.0.1:5005 -jar app.jar
Always write the explicit 127.0.0.1:5005 on every JDK version: a bare address=5005 listens on all interfaces before JDK 9 and only on loopback from JDK 9. On JDK 8 and older, the host:port form may not be honored, so also restrict access with a firewall or tunnel.
Attach with jdb:
jdb -attach 127.0.0.1:5005
# stop in com.example.OrderService.place | stop at com.example.OrderService:42
# cont | next | step | locals | print order | where | catch java.lang.NullPointerException
.vscode/launch.json:
{
"version": "0.2.0",
"configurations": [
{
"type": "java",
"name": "Attach to JVM",
"request": "attach",
"hostName": "127.0.0.1",
"port": 5005
}
]
}
Run | Edit Configurations | + | Remote JVM Debug; host 127.0.0.1, port 5005, debugger mode Attach. The dialog shows the matching JVM argument string.
| Scenario | Command (port 5005) |
|---|---|
| Maven Surefire unit test | mvn test -Dmaven.surefire.debug -Dtest=OrderServiceTest |
| Maven Failsafe IT | mvn verify -Dmaven.failsafe.debug -Dit.test=OrderIT |
| Gradle test | gradle test --debug-jvm --tests '*OrderServiceTest' |
| Spring Boot (Maven) | mvn spring-boot:run -Dspring-boot.run.jvmArguments="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=127.0.0.1:5005" |
| Spring Boot (Gradle) | Configure bootRun as below, then gradle bootRun (loopback, no suspend) |
| Quarkus dev mode | mvn quarkus:dev (debug port 5005 open by default; -Ddebug=5006 changes it, -Ddebug=false disables) |
Surefire/Failsafe debug mode and --debug-jvm suspend until a debugger attaches, which is fine for a local run. Surefire and Failsafe accept a custom agent string instead of the bare flag, e.g. -Dmaven.surefire.debug="-agentlib:jdwp=transport=dt_socket,server=y,suspend=y,address=127.0.0.1:5005". Verified listeners on 127.0.0.1 (via lsof -nP -iTCP:5005 -sTCP:LISTEN) for Gradle 9.7 --debug-jvm, Maven Surefire 3.5 -Dmaven.surefire.debug and Quarkus 3.40 dev mode on JDK 26; Gradle 7.6.4, 8.0.2 (JDK 17), 8.5 (JDK 21) and 8.14.3 also listened on 127.0.0.1. Gradle passes a bare address=5005 (no host), so the bind address comes from the JDK: loopback on JDK 9+, but all interfaces (0.0.0.0:5005, checked in an eclipse-temurin:8-jdk container with Gradle 7.6.4 and 8.14.3) on JDK 8. Older Gradle/plugin versions were not tested; run the same lsof check and use an explicit loopback agent on shared networks or JDK 8.
Explicit Gradle configuration (Gradle 7.6+; debugOptions.host was added in 7.6; Kotlin DSL):
tasks.withType<Test> {
debugOptions { enabled.set(true); host.set("127.0.0.1"); port.set(5005); server.set(true); suspend.set(true) }
}
// BootRun extends JavaExec, not Test; configure it separately when the Boot plugin is applied.
tasks.named<JavaExec>("bootRun") {
debugOptions { enabled.set(true); host.set("127.0.0.1"); port.set(5005); server.set(true); suspend.set(false) }
}
Then run gradle test --tests '*OrderServiceTest' or gradle bootRun, without --debug-jvm (which enables suspension). Configure only the task you are debugging; do not run both listeners on port 5005 at once. For Gradle before 7.6, use jvmArgs("-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=127.0.0.1:5005") on the target task instead (suspend=y for local tests), without also enabling debugOptions or --debug-jvm. On JDK 8 and older, retain the firewall/tunnel precaution above.
Publish the port to loopback only and let the JVM listen inside the container:
docker run --rm -p 127.0.0.1:5005:5005 \
-e JAVA_TOOL_OPTIONS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" my-app
Inside the container the agent must bind * for the port mapping to work, so JDWP (full code execution) is reachable by every other container on the same Docker network; the 127.0.0.1: mapping only blocks access from other hosts. Use this only on a developer machine where no untrusted containers share the network: run it on a dedicated user-defined network (not the shared default bridge) containing only this container, or keep the agent on 127.0.0.1 inside the container and reach it with docker exec/kubectl port-forward style forwarding instead of publishing it. For Kubernetes use kubectl port-forward pod/<name> 5005:5005 against a dev/staging pod only.
-g shows unavailable variables (Maven and Gradle include it by default). In lambdas, step into the lambda body.Hooks.onOperatorDebug() in dev only.jcmd <pid> Thread.dump_to_file -format=json file.json for an overview.toString(), which may trigger lazy loading or mutate state.If the Copilot CLI lsp tool is configured (see the lsp-setup skill), go-to-definition, find-references, and call hierarchy help trace the execution path. It is optional; grep and reading code work as well.
java-diagnostics skill.Official tool docs (prefer them over this skill for the JDK in use; change 21 to your version): jcmd https://docs.oracle.com/en/java/javase/21/docs/specs/man/jcmd.html, JDK troubleshooting guide https://docs.oracle.com/en/java/javase/21/troubleshoot/.
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扫描现有项目的代码与配置,生成涵盖技术栈、结构、架构、规范、集成、测试和风险的七份文档。为结论标注文件依据和未知项,并指出计划描述与实际实现的差异。
使用AgentRC评估代码仓库对AI智能体的准备情况,并生成可独立打开的HTML报告。查看九个方面的评分和优先改进建议,也可按组织自定评分政策。
使用AgentRC分析项目代码中的语言、框架和开发惯例,生成或更新AI编程代理的指令文件。可集中写入一个文件,也可按主题和项目区域拆分,并在写入前预览改动。
按团队或组织标准调整AgentRC准备度评估。可选择或创建JSON策略,调整检查权重、停用无关检查、设置通过率,并在CI流程中设定自动检查门槛。
分析你提供的广告成效数据,找出浪费支出和表现较好的广告,并整理暂停、加预算或继续测试的候选项。还可比较不同平台、评估A/B测试差异,并提出预算调整建议。
为指定代码文件添加学习注释,解释语法、编程概念和设计选择;可按读者水平调整讲解深度和重复频率,并保持文件结构、编码与语法。