“debugging”

Plan, implement, or review systematic debugging work in an existing codebase with compatibility, security, and verification controls.

Systematic debugging workflow for unexpected bugs or errors.

A systematic approach to debugging complex issues.

Troubleshoot Java backend failures through reproduction, evidence, root cause, and verification.

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.

Debug incidents, outages, regressions, production errors, and urgent operational problems.

Use when the user reports an error, failing command, broken workflow, unexpected output, or asks why something is happening.

Systematic debugging with structured reproduction and root cause analysis.

Disciplined debugging methodology.

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

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

Debug issues using a systematic approach

Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and attempted solutions

Debug failures by finding evidence and root cause before changing code.

Debug REST, GraphQL, webhook, and OAuth/API-key integrations with layered request, auth, schema, and response checks.

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 complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration.

Debug issues by investigating logs, database state, and git history

Debug Astroclaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before…

Create a debugging reset handoff for a fresh agent, preserving the issue, reproduction, impacted files, commands run, attempted fixes, failures, findings, and…

Debug AOTInductor (AOTI) errors and crashes.

Disciplined diagnosis loop for hard bugs and performance regressions.