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import_memories

Idempotent

Import memories, episodes, and profiles from a JSONL file with idempotent deduplication by message ID.

Instructions

Import memories, episodes, and profiles from a JSONL file. Idempotent via msg_id deduplication.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
input_pathYesPath to the JSONL file to import
target_agent_idNoRemap all records to this agent ID (empty to use original agent_id from file)
dry_runNoCount records without writing to DB (preview mode)
Behavior3/5

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

Annotations already provide idempotentHint=true; description adds the deduplication mechanism ('via msg_id'). Does not disclose error handling, file format expectations, or side effects beyond writing to DB.

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 sentences, no wasted words. Front-loaded with purpose and key behavior (idempotency).

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

Completeness3/5

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

Covers purpose and idempotency but lacks details on return value (no output schema) and expected file format. Adequate for a simple tool but not fully complete.

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%, so baseline score of 3 applies. Description does not add parameter-specific information beyond what is in 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 the action ('Import') and the resources ('memories, episodes, and profiles') from a JSONL file. It distinguishes from siblings like export_memories by focusing on import.

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?

No guidance on when to use this tool vs alternatives (e.g., `store` for single memories, `merge_memories`). No prerequisites or conditions 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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