“Debugging”

Comprehensive debugging specialist for errors, test failures, log analysis, and system problems.

Use when the user says 'diagnose', 'debug this', reports something broken/throwing/failing/slow, when encountering a bug/test failure/unexpected behavior and…

Fast hypothesis-driven debugging.

Debug and support PostHog Experiments (A/B tests) for a customer looking at their own results.

Advanced debugging with cdpwave.

Techniques and tools for testing and debugging MCP servers.

Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb.

Use for debugging DSPy programs, inspect_history, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking.

配置 Chrome 远程调试(CDP)授权,使 AI 通过 Chrome DevTools Protocol 控制**用户日常使用的、已登录的** Chrome 实例(登录态、Cookie、扩展全部保留)。核心是引导用户开启 chrome://inspect/#remote-debugging…

Debug or verify a local UI end to end in the user's existing Chrome tab, with temporary runtime probes and a manual browser fallback.

Use when there is a bug, failing test, crash, flaky behaviour or wrong output, an unexpected null or bad data far from its origin, a failing service that…

Evidence-driven investigation for network, streaming, and protocol-layer bugs.

Debug a running TuyaOpen device: register firmware features as device CLI commands and drive them over the serial shell (`tal_cli`), capture serial logs in…

Build, install, launch, and debug HarmonyOS/OpenHarmony applications using DevEco Studio toolchain.

This skill provides tools and workflows for efficiently debugging parity between HamClock instances.

UE5.6/UE5.7 debugging and validation workflow for logs, asset checks, and regression triage.

Run a bridge ASP.NET Core host to inspect and verify Monica Blazor UI when the framework has no standalone entry point.

Generate deterministic build, flash, and debug instructions, with toolchain preference for PlatformIO and fallback to vendor SDKs.

Ascend C 算子卡死/崩溃/内存错误调试路由技能。用于处理程序无法运行完或执行异常崩溃的场景：(1) 程序卡死/挂起/超时，Kernel 无响应，(2) 程序崩溃（Segmentation Fault、Abort），(3) Buffer 冲突/死锁导致的核心挂起，(4) 需要解析 plog…

Debug and diagnose Thread mesh networks and OpenThread Border Routers.

Ascend C 算子精度调试技能，提供精度问题诊断和解决方法。触发：输出异常（全为0、随机值、未初始化）、精度验证失败（rtol/atol 不达标）、FP16 精度差于预期、Cast 后数据错误、需要排查流水线同步（EnQue/DeQue）或 DataCopy 对齐问题。

AscendC 算子精度问题调试与根因定位。当算子精度测试失败（allclose 不通过、结果偏差、输出全零/NaN 等）时使用。流程：误差分布分析 → 代码易错点审查 → 实验隔离 → printf/DumpTensor 插桩 → 修复验证。关键词：精度调试、精度问题、结果不一致、误差定位、allclose…

Inspect RenderDoc `.rdc` captures for Unreal GPU crashes, shaders, resources, draw calls, and visual artifacts.

Systematic problem-solving toolkit: root cause analysis, hypothesis testing, debugging strategies, critical thinking frameworks.