“Debugging”

Read run traces and choose the next action when a fetch/extract fails.

Debug and develop MCP servers with hot-swapping, session recording, and playback testing

Systematic debugging with root cause investigation.

Use when CI exposes flaky async tests; fix races remotely.

Plugin diagnostics: version, EDA tool status, state files, hook health.

Systematic root cause analysis — reproduce, isolate, hypothesize, verify before any fix

Use when a bug report or failing test names a symptom and the code path producing it is not yet known — trace the call chain from symptom to entry point…

Diagnose Deployment rollout failures (stuck rollouts, ProgressDeadlineExceeded, replica mismatch).

出 bug 后派 qa 复现取证并即时登记 B-n、派 dev 只读查根因，bugs.md 自动整理不等批准，不写码；只在契约错 / 需求错 / 找不到期望出处 / 复现不了时停下问你

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…

Load when something in claude-code-framework is FAILING and you need to find the root cause — a tests/check-*.sh test went red (dogfood-drift, consistency…

Deep analysis debugging mode for complex issues.

Perform an evidence-based Parallax diagnosis or post-build audit and verify the repair.

Find and fix bugs: reproduce → locate → fix.

Diagnose a frontend failure by correlating rendered behavior with browser console, network, DOM, application state, source maps, and focused tests before…

Debug and fix torch.compile graph breaks to prioritize and eliminate graph-breaks, and optionally achieve fullgraph compilation

Use this skill when NeMo Relay is installed or imported but application-side runtime behavior is missing or incorrect, including load failures, inactive…

Use when the user pastes a stack trace, traceback, panic, crash log, or error message with a file:line and wants the root cause.

Structured root cause analysis for bugs and unexpected behaviour.

Debugs authentication and authorization issues.

Read-only VMware incident correlation: timeline, spikes, root-cause routing.

VMware incident timeline, root-cause routing, local case ledger; no vSphere access.

Diagnose runtime errors, exceptions, and failing tests.

Debug from a falsifiable hypothesis and new evidence instead of repeating the same fix.