Hybrid semantic + keyword search across project knowledge.

Args: query: Search query text domain: Filter by "all", "code", or "content" project: Project ID (default: DNOMIA_KNOWLEDGE_PROJECT env var) cross: If True, also search linked projects limit: Maximum results to return language: Filter by language (e.g. "python", "typescript") file_pattern: Filter by file path pattern (e.g. "auth", "models.py") show_content: If True, show full chunk content instead of truncated snippet

Index or reindex a project's content and code.

Args: path: Absolute path to project root (must contain .md/.mdx files) incremental: If True, only reindex changed files (default)

List registered projects with stats.

Args: project: Specific project ID, or None for all projects

Query the knowledge graph.

Args: chunk_id: Chunk ID to start traversal from (required for neighbors mode) project: Project ID (required for communities mode) mode: "neighbors" for BFS traversal, "communities" for Louvain groups depth: BFS depth for neighbors mode (1-3)

Smart file reading with index awareness.

If the file is indexed and large, returns relevant chunks instead of full content. Falls back to raw file reading for non-indexed files.

Args: file_path: Absolute path to the file to read query: Optional search query to find relevant sections in large files project: Project ID (default: auto-detect from file path)

Fetch URL content, convert to text, and index for searching.

After indexing, the content is searchable via the search tool.

Args: url: URL to fetch and index project: Project ID to store under (default: derived from URL domain)

Inspect or mutate schema v4 lifecycle state for a chunk.

Args: chunk_id: Target chunk id action: info | reinforce | supersede | restore new_id: Chunk replacing the target (required when action=supersede) delta: Confidence delta for manual reinforcement (default 0.1) reason: Optional free-text reason stored on the event