hybridmind: Skill for Claude Code

Using HybridMind MCP Memory Server

As an AI assistant connected to HybridMind, you have access to four tools to maintain long-term memory across chat sessions.

Available Tools

1. remember(text: str, metadata: dict = None)

   • When to use: Whenever the user shares a fact about themselves, their preferences, project details, or other important episodic memories.
   • Metadata recommendation: Always tag memories with {"session_id": "current_session_id"} and a category like {"type": "user_preference"} or {"type": "project_fact"} to make retrieval cleaner.
   • Example: remember(text="Alice prefers Python over TypeScript for data science scripts", metadata={"session_id": "sess_123", "type": "user_preference"})

2. recall(query: str, top_k: int = 10, mode: str = "hybrid")

   • When to use: At the beginning of a conversation or when the user asks a question about past interactions or stored facts.
   • Modes:
     • hybrid (default): Combined vector and graph proximity retrieval. Best for most queries.
     • vector: Pure semantic search.
   • Example: recall(query="What are Alice's programming language preferences?")

3. relate(source_id: str, target_id: str, relationship: str = "related_to", weight: float = 1.0)

   • When to use: When storing a new memory that is directly connected, caused by, or contradicts an existing memory.
   • Common relationship types:
     • caused_by / led_to: Causal chains of events.
     • contradicts: When a new memory invalidates or conflicts with an old one.
     • supports: Evidentiary links.
     • supersedes: When a new memory replaces an old one (e.g. updating an address or preference).
   • Example: relate(source_id="new_node_id", target_id="old_node_id", relationship="supersedes")

4. forget(node_id: str)

   • When to use: When the user explicitly requests to delete a specific memory, or when a memory is completely superseded and no longer relevant.
   • Note: This performs a soft-delete (the node is marked as deleted but stays in the DB until the next compact operation).