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Cloto-dev

CPersona

Official
by Cloto-dev

list_memories

Read-only

Retrieve recent agent memories for dashboard display. Filter by agent, project, or limit results.

Instructions

List recent memories for an agent (for dashboard display).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax memories to return
agent_idNoAgent identifier (empty for all agents)
project_idNov2.4.17 γ filter. Omit → no filter; '' → global pool only; 'X' → 'X' ∪ global pool. v2.5.1: pass '@auto' to resolve this agent's default from the server's operating context (the resolution is echoed as resolved_project_id; an unmapped agent yields operating_context_warning). bug-186: resolution requires a configured operating context. With none — the default, and equally the outcome of a sidecar that fails to parse — the sentinel is NOT resolved: it is stored and filtered as the literal project_id '@auto', resolved_project_id echoes '@auto', and no warning is raised. Read resolved_project_id before relying on the resolution.
Behavior3/5

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

Annotations already indicate read-only. The description adds 'recent' but does not clarify how recency is defined or whether results are ordered. Adds some context beyond annotations but not rich.

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

Conciseness5/5

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

Single sentence, front-loaded with purpose, no extraneous information. Economical and clear.

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

Completeness3/5

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

Acceptable for a simple read-only list with good schema coverage, but lacks mention of return format or behavior (e.g., what 'recent' means, whether pagination exists). The output schema is absent, so description could provide more context.

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?

All 3 parameters are fully described in the schema (100% coverage). The tool description adds no additional parameter information, so baseline 3 applies.

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 the tool lists recent memories for an agent, with a specific use case (dashboard display). However, it does not differentiate from sibling tool 'list_episodes' which also lists entities.

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 guidance on when to use this tool versus alternatives like 'list_episodes' or 'export_memories'. No mention of prerequisites or context.

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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