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memory_recall

Retrieve stored memories about users, preferences, and past discussions to provide context-aware responses.

Instructions

综合检索记忆(情景+实体)。【重要】当用户询问'我是谁'、身份信息、个人偏好、历史决策、之前讨论过的内容时,应主动调用此工具检索相关记忆,而不是凭空回答。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes检索查询
top_kNo返回结果数量
include_deprecatedNo是否包含已废弃的实体
Behavior3/5

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

No annotations provided, so description carries burden. It describes a read operation but does not disclose any side effects, error handling, or behavior like relevance scoring. Adequate for a simple retrieval.

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 plus an important note, front-loaded with key information. Every word earns its place.

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?

Adequate for a retrieval tool with three parameters and no output schema. Does not describe return format but provides sufficient context for invocation.

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?

Schema coverage is 100% with descriptions for all parameters. Tool description adds no additional parameter context beyond the schema. Baseline score 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?

Description clearly states it retrieves memories (scenarios and entities), with specific examples of when to use. However, it lacks explicit differentiation from sibling tools like memory_search_by_type.

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 explicit guidance on when to use (e.g., user asks about identity, preferences) and instructs to avoid answering from scratch. Could be improved by also mentioning when not to 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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