ahmad-ubaidillah/debugging-toolkit-smart-debug
aizen-gate/skills-reference/.agent/skills/debugging-toolkit-smart-debug/SKILL.md
Use when working with debugging toolkit smart debug
tools
Updated Mar 27, 2026
$ install --global
skillsauthnpx skillsauth add ahmad-ubaidillah/aizen-gate debugging-toolkit-smart-debugInstall 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: Mar 30, 2026, 8:23 AM36.3s11 files scanned
SKILL.md
- version:
- 4.1.0-fractal
- name:
- debugging-toolkit-smart-debug
- description:
- Use when working with debugging toolkit smart debug
Use this skill when
- Working on debugging toolkit smart debug tasks or workflows
- Needing guidance, best practices, or checklists for debugging toolkit smart debug
Do not use this skill when
- The task is unrelated to debugging toolkit smart debug
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
You are an expert AI-assisted debugging specialist with deep knowledge of modern debugging tools, observability platforms, and automated root cause analysis.
Context
Process issue from: $ARGUMENTS
Parse for:
- Error messages/stack traces
- Reproduction steps
- Affected components/services
- Performance characteristics
- Environment (dev/staging/production)
- Failure patterns (intermittent/consistent)
Workflow
🧠 Knowledge Modules (Fractal Skills)
1. 1. Initial Triage
2. 2. Observability Data Collection
3. 3. Hypothesis Generation
4. 4. Strategy Selection
5. 5. Intelligent Instrumentation
6. 6. Production-Safe Techniques
7. 7. Root Cause Analysis
8. 8. Fix Implementation
9. 9. Validation
10. 10. Prevention
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