Analyze codebases with five lenses and generate layered reports with Mermaid diagrams.
npx skills add https://github.com/joesys/joesys-skills --skill explain-joesys
Please help me install this Agent Skill. Skill: explain Source: https://github.com/joesys/joesys-skills/tree/main/skills/explain Command: npx skills add https://github.com/joesys/joesys-skills --skill explain-joesys
Analyzes a codebase by deploying five parallel lenses (Structure, Behavior, Domain & Data, External Dependencies, Health & Risk) to produce a layered explanation that helps engineers understand how the system is built and where risks lie.
Invoke /explain on a codebase or scope to generate the layered explanation report with the 5 lenses.
High-intent search queries and answers about installing and using this skill.
To analyze a codebase, deploy five parallel lenses covering Structure, Behavior, Domain & Data, External Dependencies, and Health & Risk. This synthesizes a layered explanation report with Mermaid diagrams to clarify system architecture and highlight operational risks.
Yes, codebase documentation can target a specific scope. You can apply analysis to a whole project by default or narrow it down to a specific directory, file, or symbol, respecting your scope intent while generating the same layered report.
The best way to visualize code structure is by generating layered reports with Mermaid diagrams. By applying analysis lenses to external dependencies and structural components, you receive visual diagrams and non-reproduced code pointers for clarity.
Yes, code analysis works without external dependencies or components. The five-lens analysis operates intrinsically on the provided target codebase or scope to produce structural, behavioral, and health risk insights without requiring external setup.
Identify health and risk factors by deploying the Health & Risk lens during codebase analysis. This lens evaluates operational guidance and risk mitigation rationale, synthesizing findings into a layered report that highlights system vulnerabilities.
Multiple analysis lenses provide a comprehensive layered report rather than a shallow overview. Converging five distinct perspectives—Structure, Behavior, Domain, Dependencies, and Health—ensures deep operational guidance and uncovers risks a single overview would miss.
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