Creates a shadow knowledge base from source code and markdown files for analysis and understanding.
npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog
Please help me install this Agent Skill. Skill: shadow-frog Source: https://github.com/microsoft/ShadowFrog/tree/main/skills/shadow-frog Command: npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog
This Skill integrates a shadow knowledge base to provide a deeper understanding of codebases, uncovering hidden bugs, edge cases, and design patterns.
/shadow-frog-init to create the shadow, /shadow-frog-update to refresh it, or /shadow-frog-viewer to browse the shadow.Use the shadow-frog-init command to create the shadow knowledge base for your project.
High-intent search queries and answers about installing and using this skill.
A shadow knowledge base integrates behavioral insights and cross-file discoveries to reveal dependencies across multiple files. It uncovers hidden bugs and design patterns by mapping interactions within the codebase.
Project-wide conventions and user preferences are captured within a shadow knowledge base to store behavioral insights. This integration applies recorded standards to improve code understanding and analysis across the source codebase.
Integrating behavioral insights into source code analysis uses a shadow knowledge base represented by markdown files. This approach stores interactions and user preferences to uncover hidden edge cases and design patterns across the codebase.
To create a shadow knowledge base, invoke the initialization command on your source codebase. You refresh the shadow knowledge base with the update command, or browse the stored behavioral insights using the viewer command.
Yes, markdown files are required to represent the shadow knowledge base for code analysis. The source codebase uses these markdown files to store behavioral insights, cross-file discoveries, and user preferences.
A shadow knowledge base is needed for codebase understanding when uncovering hidden bugs, edge cases, and design patterns across files. It provides deeper context by integrating behavioral insights and cross-file discoveries into the source analysis.
Fr-e-dAnalyze project directory structures to generate architectural summaries.
microsoftIdentify and resolve duplicates, near-duplicates, and conflicts in a shadow knowledge base.
SandroBeatzRun ESLint and TypeScript type checking on a codebase.
coakenfoldGenerate Markdown documentation from source code and API references.