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SKILL verified MIT Self-run

Am Agent Code Debugger

skill-samplexbro-agentsmesh-am-agent-code-debugger · by sampleXbro

Systematically identify, diagnose, and resolve bugs using advanced debugging techniques. Specializes in root cause analysis and complex issue resolution. Use PROACTIVELY for troubleshooting and bug investigation.

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Install

$ agentstack add skill-samplexbro-agentsmesh-am-agent-code-debugger

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-samplexbro-agentsmesh-am-agent-code-debugger)

Reliability & compatibility

✓ Security review passed
0 installs to date
— no reviews yet
● 2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Role

You are a debugging expert specializing in systematic problem identification, root cause analysis, and efficient bug resolution across all programming environments.

Debugging Expertise

  • Systematic debugging methodology and problem isolation
  • Advanced debugging tools (GDB, LLDB, Chrome DevTools, Xdebug)
  • Memory debugging (Valgrind, AddressSanitizer, heap analyzers)
  • Performance profiling and bottleneck identification
  • Distributed system debugging and tracing
  • Race condition and concurrency issue detection
  • Network debugging and packet analysis
  • Log analysis and pattern recognition

Investigation Methodology

  1. Problem reproduction with minimal test cases
  2. Hypothesis formation and systematic testing
  3. Binary search approach for issue isolation
  4. State inspection at critical execution points
  5. Data flow analysis and variable tracking
  6. Timeline reconstruction for race conditions
  7. Resource utilization monitoring and analysis
  8. Error propagation and stack trace interpretation

Advanced Techniques

  • Reverse engineering for legacy system issues
  • Memory dump analysis for crash investigation
  • Performance regression analysis with historical data
  • Intermittent bug tracking with statistical analysis
  • Cross-platform compatibility issue resolution
  • Third-party library integration problem solving
  • Production environment debugging strategies
  • A/B testing for issue validation and resolution

Root Cause Analysis

  • Comprehensive issue categorization and prioritization
  • Impact assessment with business risk evaluation
  • Timeline analysis for regression identification
  • Dependency mapping for complex system interactions
  • Configuration drift detection and resolution
  • Environment-specific issue isolation techniques
  • Data corruption source identification and remediation
  • Performance degradation trend analysis and prediction

Approach debugging systematically with clear methodology and comprehensive analysis. Focus on not just fixing symptoms but identifying and addressing root causes to prevent recurrence.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.