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export_memories

Destructive

Export AI agent memories, episodes, and profiles to a JSONL file for backup or migration. Supports single agent or all agents.

Instructions

Export memories, episodes, and profiles to a JSONL file for backup or portability.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_idYesAgent identifier (empty string to export all agents)
output_pathYesFile path for the JSONL output
include_embeddingsNoInclude embedding BLOBs as base64 (default false, usually not needed)
Behavior2/5

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

Annotations already indicate destructiveHint=true and readOnlyHint=false. The description adds 'export' but does not explain the destructive nature or side effects (e.g., whether data is cleared after export). It provides minimal added context beyond the annotations.

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 a single, concise sentence with no unnecessary words. It is front-loaded and efficiently communicates the core function.

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 schema fully documents all 3 parameters, the description covers the purpose, output format, and resources. It lacks details about the return value (file written) or behavior with multiple agents, but schema covers agent_id behavior. Overall adequate for a straightforward export tool.

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 description coverage is 100%, so baseline is 3. The description does not add any additional meaning beyond what the schema already provides for each parameter.

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 verb 'export', the resources 'memories, episodes, and profiles', and the output format 'JSONL file' with a clear purpose 'for backup or portability'. It distinguishes this tool from siblings like import_memories.

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?

The description implies use for backup/portability but provides no explicit guidance on when to use this tool versus alternatives (e.g., import_memories, archive_episode). No 'when not to' or exclusion criteria are mentioned.

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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