Initialize a shadow knowledge base mirroring source trees with markdown files.
npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog-init
Please help me install this Agent Skill. Skill: shadow-frog-init Source: https://github.com/microsoft/ShadowFrog/tree/main/skills/shadow-frog-init Command: npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog-init
This Skill automates the initialization of a shadow knowledge base for codebases, creating a mirror of the source tree with markdown files containing AI-discovered insights.
.shadow/ directory with markdown files that mirror the source tree..md files with symbol headings and cross-references..shadow/ directory management.Run the 'shadow-frog-init' command within your codebase to initialize the shadow knowledge base.
High-intent search queries and answers about installing and using this skill.
To generate a shadow knowledge base, initialize a mirrored markdown structure by running an automated initialization command that discovers source files and extracts symbols into a `.shadow/` directory.
A shadow knowledge base works by mirroring your source tree with markdown files, containing AI-discovered insights and symbol headings extracted directly from your source files.
Yes, the symbol extraction process handles file discovery and symbol extraction for a variety of programming languages, creating per-file shadow markdown files with cross-references.
Yes, you need a version control system and access to the source code, as the initialization process integrates with version control to manage the `.shadow/` directory.
The best way to automate symbol extraction is to initialize a shadow knowledge base, which automatically discovers source files and generates comprehensive markdown files with symbol headings.
The shadow directory handles version control integration by automatically creating a `.shadow/` folder that mirrors the source tree, ensuring the generated markdown files are managed alongside your codebase.
microsoftCreates a shadow knowledge base from source code and markdown files for analysis and understanding.
pikakitResolve symbol references across codebases using AST-based semantic analysis.
ThiagoVitaleArchive completed milestones and update project documentation for the next version.
HughYauExtract and organize library API signatures and documentation into structured knowledge files.