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memory_prune

Remove expired or stale memories from an AI agent's persistent memory. Use dry_run to preview deletions.

Instructions

Remove expired memories (TTL elapsed). Use dry_run to preview without deleting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dry_runNoPreview only — show what would be pruned without deleting (default: false)
stale_daysNoDays since last access to consider a memory stale (default: 30)
Behavior4/5

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

Discloses that the tool is destructive (removes) and offers a safe preview via dry_run. With no annotations, the description carries the burden and does so adequately, though it could mention permanence or auth requirements.

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?

Two concise sentences that are front-loaded and to the point. No unnecessary words.

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

Completeness4/5

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

Covers the core functionality and safe usage pattern. Lacks details on return values or post-deletion state, but given the simplicity of the tool and lack of output schema, it is reasonably complete.

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

Parameters4/5

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

Schema covers 100% of parameters and the description adds value by explaining the purpose of dry_run (preview without deleting) and the meaning of stale_days (days since last access).

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

Purpose5/5

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

Clearly states the action (remove), the resource (expired memories), and the condition (TTL elapsed). The alternative dry_run mode is also mentioned, differentiating it from other tools.

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

Usage Guidelines4/5

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

Provides guidance on using dry_run for preview, but does not explicitly contrast with sibling tools like forget or knowledge_purge. However, the context is clear enough for typical use.

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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