System Diagnostician

Project health diagnosis analyzes testing, security, performance, documentation, and architecture to surface capability gaps. This Skill applies AI-powered analysis to detect missing or incomplete capabilities and generate a prioritized improvement plan based on codebase structure and anti-pattern detection.

Yes. Automated code analysis identifies security vulnerabilities, missing test coverage, and performance issues across inherited codebases. This Skill performs comprehensive health assessment and dependency review to surface critical gaps and recommend specific capabilities to address them.

A capability-action plan prioritizes identified improvement areas by severity and impact. It includes health scores across testing, security, performance, and documentation domains, ranked recommendations for missing capabilities, and specific enhancements tied to dependency analysis and anti-pattern detection results.

Run the System Diagnostician on your current project directory. It automatically scans your codebase structure, dependencies, and code patterns to identify the top capability gaps requiring immediate attention and produces a ranked improvement plan.

Project health diagnosis requires codex for AI-powered analysis, jq for structured data processing, and python3 for scripting. These enable codebase scanning, anti-pattern detection, dependency review, and health-scoring calculations.

Run comprehensive health assessment during onboarding or periodic reviews to establish baseline capability coverage across all domains. Use targeted analysis when addressing specific concerns like security vulnerabilities or performance bottlenecks identified in the broader health report.