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get_working_memory

Retrieve working memory data for a specific pipeline session, or view the 20 most recent entries across all sessions when no session ID is provided.

Instructions

Retrieve working memory for a session, or the most recent entries if no session given.

Args:
    session_id: Pipeline session ID. Leave empty to get the 20 most recent entries
                across all sessions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
session_idNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

With no annotations, the description must disclose behavioral traits. It notes the read-only nature ('Retrieve') and the limit of 20 entries when no session is given, but lacks details on output format, permissions, or side effects.

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?

The description is extremely concise with no unnecessary words. It front-loads the purpose and efficiently explains the parameter in a separate line.

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 the tool's simplicity and the existence of an output schema, the description covers the core functionality adequately. It could mention the output type, but the output schema likely fills that gap.

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 coverage is 0%, but the description explains the parameter's purpose and behavior ('Pipeline session ID. Leave empty to get the 20 most recent entries across all sessions.'), adding significant value beyond the schema.

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 'Retrieve working memory for a session' with a specific verb and resource. It distinguishes two use cases (with and without session_id), setting it apart from siblings like 'set_working_memory' and 'search_session_memory'.

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?

The description implicitly guides when to use: provide session_id for a specific session or leave empty for recent entries. However, it does not explicitly mention when not to use or compare to 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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