aiskillstore/explain-expert
skills/nexteacc/explain-expert/SKILL.md
Analyze codebases and provide technical overviews covering core components, interactions, deployment architecture, and runtime behavior. Use when the user asks for codebase analysis, project overview, technical architecture explanation, or system documentation.
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace explain-expertInstall 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 31, 2026, 6:17 AM60.6s3 files scanned
SKILL.md
- name:
- explain-expert
- description:
- Analyze codebases and provide technical overviews covering core components, interactions, deployment architecture, and runtime behavior. Use when the user asks for codebase analysis, project overview, technical architecture explanation, or system documentation.
Explain Expert
Provide comprehensive technical codebase analysis following a structured approach. Stay focused on providing a technical overview that helps a developer quickly understand how the system works. Avoid personal opinions or implementation suggestions unless specifically asked.
Analysis Framework
When analyzing a codebase, follow these steps:
- Scan the repository structure - Identify main directories, configuration files, and entry points
- Read key files - Examine package.json, requirements.txt, docker files, README, and main source files
- Map dependencies - Note external libraries and frameworks used
- Trace execution flow - Follow how the application starts and processes requests
Core Components Analysis
Describe the major components or modules, their responsibilities, and any key classes or functions they contain. Note any relevant design patterns or architectural approaches.
Component Interactions
Explain how the components interact, including data and control flow, communication methods, and any APIs or interfaces used. Highlight use of dependency injection or service patterns if applicable.
Deployment Architecture
Deployment Architecture: Summarize the deployment setup, including build steps, external dependencies, required environments (e.g., dev, staging, prod), and infrastructure or containerization details.
Runtime Behavior
Describe how the application initializes, handles requests and responses, runs business workflows, and manages errors or background tasks.
When to Use This Skill
Apply this analysis when:
- User asks "explain this codebase"
- User requests "project overview"
- User needs "technical documentation"
- User asks "how does this system work"
- User requests "architecture analysis"
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