“debugging”

4-phase root cause debugging: understand bugs before fixing.

引导系统化的 root cause debug。当测试失败、构建中断、行为与预期不符，或遇到任何意外错误时使用。当你需要用系统化的方法定位并修复 root cause、而不是靠猜时使用。

Sysinternals DebugView CLI (DbgViewCli) for capturing and analyzing usermode and kernel-mode Windows debug output from the command line.

Debug helper - Systematic bug investigation and root cause analysis.

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

Four-phase root cause investigation process for diagnosing bugs, errors, and unexpected behavior

Four-phase root cause investigation for bugs and unexpected behavior

Structured debugging when systematic-debugging is not installed.

Debug errors and exceptions.

Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of…

Systematic debugging.

Executes JavaScript in browser pages, captures console output, and debugs page-side behavior with cdp.

Diagnoses and fixes runtime bugs in Capacitor iOS/Android apps - white/blank screen on launch, startup crashes, `"X" plugin is not implemented on…

4-phase root cause analysis and debugging

Use for ANY bug, test failure, crash, or unexpected behavior.

Use when diagnosing Flutter layout issues, inspecting widget rebuilds, setting breakpoints, or tracking down UI rendering anomalies.

Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.

Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.

Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments.

Find and repair unresolved root causes.

Diagnose Python exceptions using a minimal reproduction and traceback-first workflow.

Debug sub-mode for Phase 3 — Investigate → Analyze → Hypothesize → Implement, with the iron rule that no fix ships before root-cause investigation.

Disciplined debugging methodology.

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts…