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mem_project

Navigate project memories: list projects, summarize one, read graph facts, or inspect topic-key memory.

Instructions

Project-level memory navigation. Lists projects, summarizes one project, reads graph facts, or inspects topic-key memory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum items to return
actionYesProject view to return
projectNoProject name. Required except action=list and optional for action=topics or health
relationNoGraph relation filter for action=graph
max_charsNoResponse character budget; 0 is supported for action=summary only
topic_keyNoTopic key for action=topic or graph filtering
navigationNoGraph navigation mode for action=graph; defaults to ledger
continuationNoOpaque continuation token returned by graph navigation views
focus_node_idNoGraph focus node id for navigation=neighborhood, currently obs:<id>
observation_idNoObservation id for lineage or superseded graph navigation
include_supersededNoExplicit history opt-in; honored by navigation=superseded only
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden but only hints at read-only behavior. It does not disclose potential side effects, authentication needs, or any operational constraints beyond what is in the schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The single sentence is concise and front-loaded with the core purpose. However, it could be slightly more structured to list the modes separately.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 11 parameters and multiple actions, the description is too brief. It does not explain how the actions interact, what each returns, or how parameters like continuation or focus_node_id are used. Without an output schema, more guidance is needed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Since schema coverage is 100%, the description adds no new meaning beyond the parameter names and schema descriptions. The baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it is for project-level memory navigation and lists specific capabilities (list, summarize, graph, topic-key). This distinguishes it from sibling tools like mem_save or mem_recall, though it could be more explicit about scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives. The description does not mention conditions or exclusions, leaving the agent to infer from the name alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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