“Debugging”

Reproduce an observed bug or performance regression, isolate its cause, fix it within scope, and verify the user's failing behavior with a repeatable check.

Use when encountering errors or bugs to follow a systematic debugging process instead of jumping to conclusions.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

当任务需要写入或维护 logs/debug 的逐轮调试与修复日志时使用。

Debug and audit a financial model for errors — usage: /debug-model [path to .xlsx model file]

Use when a local application, CLI tool, or service on the user's Linux workstation isn't working and needs interactive debugging.

Use when debugging or reviewing rendered frontend UI, screenshots, responsive layout, text overflow, visual regressions, browser console errors, network…

Debug database connection issues including too many connections, idle transactions, lock contention, and connection pool exhaustion.

Triage failures systematically to find root causes and recover safely.

Collect Apollo.io debug evidence for support.

Diagnose bugs and failing behavior with causal-chain discipline before fixing.

Diagnose failures systematically.

Diagnose CI/build failures and produce the smallest verifiable repair.

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

Select a layout layer on a live web or Android UI, move it, and hand the edit to any MCP agent.

Diagnose software failures systematically instead of guessing.

Use when child opencode server startup, health checks, event streams, session prompts, registry inspection, or stop behavior fails.

Use after resolving a bug, test failure, build failure, CI issue, deployment issue, or framework/API pitfall when the verified lesson should be published to…

Diagnose failed Quark ONNX installation, calibration, quantization, custom-op compilation, or export attempts.

Debug Azure pipeline build failures by inspecting logs, identifying transient vs deterministic failures, and proposing fixes.

针对 AI 代理 (Agent) 失败的结构化自调试工作流，包括捕捉、诊断、受控恢复和内省报告。

Skill for debug-tool-failure

Skill for debug-tool-wrapper

Starts a structured interview to diagnose WordPress issues, then proposes a ranked list of solutions.