FrancoStino/error-debugging-error-analysis
bundled-skills/error-debugging-error-analysis/SKILL.md
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
$ install --global
skillsauthnpx skillsauth add FrancoStino/opencode-skills-antigravity error-debugging-error-analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 24, 2026, 8:29 AM54.3s2 files scanned
SKILL.md
- name:
- error-debugging-error-analysis
- description:
- You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
- risk:
- safe
- source:
- community
- date_added:
- 2026-02-27
Error Analysis and Resolution
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
Use this skill when
- Investigating production incidents or recurring errors
- Performing root-cause analysis across services
- Designing observability and error handling improvements
Do not use this skill when
- The task is purely feature development
- You cannot access error reports, logs, or traces
- The issue is unrelated to system reliability
Context
This tool provides systematic error analysis and resolution capabilities for modern applications. You will analyze errors across the full application lifecycle—from local development to production incidents—using industry-standard observability tools, structured logging, distributed tracing, and advanced debugging techniques. Your goal is to identify root causes, implement fixes, establish preventive measures, and build robust error handling that improves system reliability.
Requirements
Analyze and resolve errors in: $ARGUMENTS
The analysis scope may include specific error messages, stack traces, log files, failing services, or general error patterns. Adapt your approach based on the provided context.
Instructions
- Gather error context, timestamps, and affected services.
- Reproduce or narrow the issue with targeted experiments.
- Identify root cause and validate with evidence.
- Propose fixes, tests, and preventive measures.
- If detailed playbooks are required, open
resources/implementation-playbook.md.
Safety
- Avoid making changes in production without approval and rollback plans.
- Redact secrets and PII from shared diagnostics.
Resources
resources/implementation-playbook.mdfor detailed analysis frameworks and checklists.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
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