Entelechy Control Plane

• Retain — Store important information to long-term memory. Use this tool PROACTIVELY whenever the user shares: - Personal facts, preferences, or interests - Important events or milestones - User history, experiences, or background - Decisions, opinions, or stated preferences - Goals, plans, or future intentions - Relationships or people mentioned - Work context, projects, or responsibilities
• Sync Retain — Store information to long-term memory and wait for completion. Unlike retain (which is asynchronous), this tool blocks until the memory is fully stored and immediately available for recall.
• Recall — Search memories to provide personalized, context-aware responses. Use this tool PROACTIVELY to: - Check user's preferences before making suggestions - Recall user's history to provide continuity - Remember user's goals and context - Personalize responses based on past interactions
• Reflect — Generate thoughtful analysis by synthesizing stored memories with the bank's personality. WHEN TO USE THIS TOOL: Use reflect when you need reasoned analysis, not just fact retrieval. This tool thinks through the question using everything the bank knows and its personality traits. EXAMPLES OF GOOD QUERIES: - "What patterns have emerged in how I approach debugging?" - "Based on my past decisions, what architectural style do I prefer?" - "What might be the best approach for this problem given wha
• List Banks — List all available memory banks. Use this tool to discover what memory banks exist in the system. Each bank is an isolated memory store (like a separate "brain"). Returns: JSON list of banks with their IDs, names, dispositions, and missions.
• Create Bank — Create a new memory bank or get an existing one. Memory banks are isolated stores - each one is like a separate "brain" for a user/agent. Banks are auto-created with default settings if they don't exist.
• List Mental Models — List mental models (pinned reflections) for a memory bank. Mental models are living documents that stay current by periodically re-running a source query through reflect. Use them to maintain up-to-date summaries, preferences, or synthesized knowledge.
• Get Mental Model — Get a specific mental model by ID. Returns the mental model with the requested detail level. Use list_mental_models first to discover available model IDs.
• Create Mental Model — Create a new mental model (pinned reflection). A mental model is a living document generated by running the source_query through reflect. The content is auto-generated asynchronously - use the returned operation_id to track progress. EXAMPLES: - name="Coding Preferences", source_query="What coding patterns and tools does the user prefer?" - name="Project Goals", source_query="What are the user's current project goals and priorities?" - name="Communication Style", source_query="How does the use
• Update Mental Model — Update a mental model's metadata. Changes the name, source query, or tags of an existing mental model. To regenerate the content, use refresh_mental_model after updating the source query.
• Delete Mental Model — Delete a mental model. Permanently removes a mental model and its generated content.
• Refresh Mental Model — Refresh a mental model by re-running its source query. Schedules an async task to re-run the source query through reflect and update the mental model's content with fresh results. Use this after adding new memories or when the mental model's content may be stale.
• List Directives — List directives for a memory bank. Directives are instructions that guide how the memory engine processes and responds to queries. They influence reflect behavior and memory organization.
• Create Directive — Create a new directive for a memory bank. Directives guide how the memory engine processes queries and generates reflections.
• Delete Directive — Delete a directive. Permanently removes a directive from the memory bank.
• List Memories — Browse stored memories with optional filtering. Lists memory units (facts) stored in the bank. Unlike recall, this is a direct browse/search without relevance ranking.
• Get Memory — Get a specific memory by ID. Returns the full memory unit including content, metadata, and timestamps.
• List Documents — List documents in a memory bank. Documents are containers for related memories (e.g., a conversation transcript, a meeting notes file). Memories created with a document_id are grouped under that document.
• Get Document — Get a specific document by ID. Returns document metadata and associated memory information.
• Delete Document — Delete a document and its associated memories. Permanently removes a document and all memories linked to it.
• List Operations — List async operations for a memory bank. Operations track background tasks like retain processing, mental model refresh, etc.
• Get Operation — Get the status of an async operation. Check progress of background tasks like retain processing or mental model refresh.
• Cancel Operation — Cancel a pending or running async operation.
• List Tags — List tags used in a memory bank. Tags are used to organize and filter memories, directives, and mental models.
• Get Bank — Get the profile of a memory bank. Returns bank metadata including name, disposition, and mission.

Showing the first 25 tools — full list and schemas: Directory API.