save_topic_explanation

Answers a natural language query using the configured Vertex AI model enhanced with Google Search results.

Suggests architecture patterns for specific use cases based on industry best practices, with implementation examples and considerations.

Analyzes code snippets by comparing them with best practices from official documentation, identifying potential bugs, performance issues, and security vulnerabilities.

Reviews database schemas for normalization, indexing, and performance issues, suggesting improvements based on database-specific best practices.

Analyzes project dependencies for known security vulnerabilities, providing detailed information and mitigation strategies.

Creates comprehensive documentation for code, APIs, or systems, following industry best practices for technical documentation.

Makes line-based edits to a text file, returning a diff preview or applying changes.

Execute a shell command, optionally specifying cwd and timeout. Returns stdout/stderr.

Provides a detailed explanation for a query about a specific software topic by synthesizing information primarily from official documentation found via web search.

Generates a structured project guidelines document (Markdown) based on a specified list of technologies (optionally with versions), using web search for best practices.

Gets a recursive tree view of files and directories as JSON.

Provides precise, authoritative code snippets or concise answers for technical queries by searching official documentation.

Retrieves detailed metadata (size, dates, type, permissions) about a file or directory.

Lists files and directories directly within a specified path (non-recursive).

Helps design microservice architectures for specific domains, with service boundary recommendations and communication patterns.

Moves or renames files and directories.

Read the complete contents of one or more files. Provide a single path string or an array of path strings.

Provides guidance on regulatory requirements for specific industries (GDPR, HIPAA, etc.), with implementation approaches for compliance.

Answers a query using only internal knowledge and saves the answer to a specified file path.

Answers a query using web search results and saves the answer to a specified file path.

Finds code snippets from documentation and saves the result to a specified file path.

Generates project guidelines based on a tech stack and saves the result to a specified file path.

Recursively searches for files/directories matching a name pattern, with optional exclusions.

Provides security recommendations for specific technologies or scenarios, with code examples for implementing secure practices.

Compares multiple technologies, frameworks, or libraries based on specific criteria, providing detailed comparison tables with pros/cons and use cases.

Creates comprehensive testing strategies for applications or features, suggesting appropriate testing types with coverage goals.

Create new files or completely overwrite existing files. The 'writes' argument accepts a single object ({path, content}) or an array of such objects.