Knowledge Graph Context

Extract project context from ChromaDB knowledge graph by querying it to retrieve documentation about architecture, components, and design decisions. The Skill derives collection names from git remotes, filters by node type, and retrieves documents to answer questions about how your project works and its component relationships.

Yes. Query your ChromaDB knowledge graph to trace component relationships, locate implementation points, evaluate design decisions, and identify integration patterns within your project. The Skill supports filtering by node type and retrieving documents by ID.

Add or update knowledge in the ChromaDB knowledge graph using the Skill's support for document insertion and updates. This lets you maintain current architecture documentation and design rationale alongside your codebase.

Retrieve project documentation covering architecture, components, decisions, design rationale, and integration patterns. The Skill obtains document counts, filters collections by node type, and fetches specific documents to answer questions about how your project is structured.

Yes. ChromaDB must be initialized and populated with your project documentation before querying. The Skill derives collection names from git remotes and retrieves context from the existing knowledge graph to answer architecture and component questions.