Systematically reproduce, isolate, diagnose, and fix tricky software or environment issues.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "debug" skill from askskill: 1. Download https://raw.githubusercontent.com/anthropics/knowledge-work-plugins/main/engineering/skills/debug/SKILL.md 2. Save it as ~/.claude/skills/debug/SKILL.md 3. Reload skills and tell me it's ready
Here is a production error log and stack trace. Please debug it systematically using this structure: reproduction steps, likely root causes, validation methods, fix recommendations, and risk checks. Prioritize the most likely cause first:\n[paste error log/stack trace]
A structured debugging report with likely root causes, validation steps, fix options, and pre-release checks.
This feature works in staging but fails in production. Help me create a debugging plan to compare configuration, dependencies, data, cache, permissions, network, and build differences, and propose the smallest validation experiments. Context:\n[describe behavior and environment details]
A prioritized checklist for environment-difference debugging and quick experiments to validate hypotheses.
A feature broke after deployment. Based on the changes, help me determine whether this is a regression and provide: impact scope, suspicious commit types, rollback advice, fix path, and prevention measures. Change summary:\n[paste deploy notes, commits, or PR summary]
A regression-focused analysis to support quick rollback, remediation, and future prevention decisions.
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
Run a structured debugging session to find and fix issues systematically.
/debug $ARGUMENTS
┌─────────────────────────────────────────────────────────────────┐
│ DEBUG │
├─────────────────────────────────────────────────────────────────┤
│ Step 1: REPRODUCE │
│ ✓ Understand the expected vs. actual behavior │
│ ✓ Identify exact reproduction steps │
│ ✓ Determine scope (when did it start? who is affected?) │
│ │
│ Step 2: ISOLATE │
│ ✓ Narrow down the component, service, or code path │
│ ✓ Check recent changes (deploys, config changes, dependencies) │
│ ✓ Review logs and error messages │
│ │
│ Step 3: DIAGNOSE │
│ ✓ Form hypotheses and test them │
│ ✓ Trace the code path │
│ ✓ Identify root cause (not just symptoms) │
│ │
│ Step 4: FIX │
│ ✓ Propose a fix with explanation │
│ ✓ Consider side effects and edge cases │
│ ✓ Suggest tests to prevent regression │
└─────────────────────────────────────────────────────────────────┘
Tell me about the problem. Any of these help:
## Debug Report: [Issue Summary]
### Reproduction
- **Expected**: [What should happen]
- **Actual**: [What happens instead]
- **Steps**: [How to reproduce]
### Root Cause
[Explanation of why the bug occurs]
### Fix
[Code changes or configuration fixes needed]
### Prevention
- [Test to add]
- [Guard to put in place]
If ~~monitoring is connected:
If ~~source control is connected:
If ~~project tracker is connected:
Embed Zoom meeting features into web apps with full or component-based integration.
Build weighted sales forecasts with scenario planning, commit splits, and gap analysis.
Prepare compliant month-end journal entries with debits, credits, and support.
Analyze compensation bands, offer competitiveness, equity grants, and retention risks.
Track hiring stages, update candidate status, and monitor pipeline counts.
Research competitors and compare positioning, messaging, gaps, opportunities, and threats.
Systematically triage failures and fix broken builds or unexpected runtime issues.
Create debug tests and iterate to reliably reproduce and diagnose tricky bugs.
Systematically investigate bugs, test failures, and unexpected behavior before fixing.
Diagnose common issues, compatibility problems, and session or stream debugging cases.
Identify common bugs, version conflicts, and state machine failures faster.
Diagnose misconfigurations, failures, and unexpected behavior in the current Amplifier session.