Extract modules, dependencies, and data-flow from codebases into Mermaid diagrams.
npx skills add https://github.com/thistleknot/skills --skill doc-synthesizer
Please help me install this Agent Skill. Skill: doc-synthesizer Source: https://github.com/thistleknot/skills/tree/main/doc-synthesizer Command: npx skills add https://github.com/thistleknot/skills --skill doc-synthesizer
Producing up-to-date documentation for a codebase is slow and error-prone, especially when dependencies and data flows are not obvious from reading files one by one.
Use the doc-synthesizer skill to create a documentation synthesis report for your repository and include dependency and data-flow Mermaid diagrams.
High-intent search queries and answers about installing and using this skill.
Generating architecture documentation from source code requires AST-based analysis to extract modules, imports, and functions. The process synthesizes this inferred structure into a Markdown artifact with embedded JSON metadata, creating readable onboarding overviews for new teammates.
To visualize circular dependencies and module coupling, you can generate Mermaid-formatted dependency graphs from code. By extracting AST-based module relationships, the graphs reveal structural coupling and highlight circular dependencies directly from the source files.
Yes, mapping external integrations and data flow from entry points involves generating Mermaid data-flow diagrams. This process traces internal resources and external connections, utilizing optional URI crawling to fetch additional context for accurate architecture visualization.
Automated codebase documentation generation can work without external dependencies. AST-based analysis extracts module summaries and inferred data-flow directly from the local repository, requiring only the source code to produce Markdown documentation and Mermaid diagrams.
The best way to create onboarding docs for an unfamiliar codebase is synthesizing AST-based documentation. This approach extracts module relationships and entry points, generating Markdown architecture overviews alongside Mermaid dependency graphs to accelerate team understanding.
Avoid using AST-based code analysis for documentation synthesis when a codebase relies heavily on dynamic imports or runtime metaprogramming. Static extraction cannot accurately infer module relationships, dependencies, or data-flow for the generated Mermaid diagrams in these scenarios.
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RamonsDkaCreate Mermaid diagrams for software architecture and workflows.
Destynova2Analyze codebases for god functions, circular dependencies, dead code, and module boundaries.
brainworkupWrite Markdown documents with embedded Mermaid diagrams and citations.
