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memory_delta

Retrieve memories written or updated after a specified timestamp to catch up on changes within a custom time range.

Instructions

Get all memory written or updated after a timestamp.

Use when you need to catch up on a specific time window. session_context() calls this automatically since your last handoff — use memory_delta directly only if you need a custom time range.

Args: since: ISO 8601 timestamp, e.g. "2026-05-01T12:00:00.000Z".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sinceYesISO 8601 timestamp, e.g. "2026-05-01T12:00:00.000Z".

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations exist, so description carries full burden. It describes the behavior as retrieving memory after a timestamp, but does not mention limits, pagination, or error handling. Adequate but could be more precise.

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?

Three concise sentences plus an Args line. Front-loaded with the primary action, followed by usage guidance and parameter format. No superfluous content.

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?

Given an output schema exists (not shown), the description covers purpose, usage, and parameter adequately. Lacks details on edge cases (e.g., invalid timestamps) but is sufficient for a simple tool with one parameter.

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?

The single parameter 'since' is fully described in the schema (100% coverage). The description repeats the schema's ISO 8601 example, adding no new semantic information beyond what the schema provides.

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?

The description clearly states the tool retrieves memory entries created or updated after a given timestamp, distinguishing it from sibling tools like memory_list and memory_search, and notes that session_context() calls it automatically.

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

Usage Guidelines5/5

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

Explicitly advises when to use ('catch up on a specific time window') and when not to (prefer session_context() for automatic catch-up), providing clear alternatives.

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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