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agentbay_brain_import

Import operational knowledge into your Brain. Accepts markdown (splits by ## headers) or JSONL (one entry per line).

Instructions

Import operational knowledge into your Brain. Accepts markdown (splits by ## headers) or JSONL (one entry per line).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
formatYesInput format
contentYesThe knowledge content to import
projectIdYesBrain project ID (from brain_setup)
Behavior2/5

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

No annotations provided, so description must disclose behavior. It explains format parsing (## headers for markdown, one per line for JSONL) but omits side effects (overwrite vs append), success/failure indication, size limits, or authorization requirements. Insufficient for a write operation.

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, verb-object structure, no filler. Every word adds value.

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?

No output schema and no annotations; description explains input parsing but fails to mention return value (e.g., count of imported entries) or error handling. Adequate but leaves gaps for an import 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 covers 100% of parameters with descriptions. Description does not add extra meaning beyond schema; format enum is already documented. Baseline 3 is appropriate.

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?

Description clearly states the tool imports operational knowledge into the Brain, with specific formats (markdown, JSONL) and parsing rules. It distinguishes from siblings like knowledge_query and knowledge_export 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 Guidelines3/5

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

Implied usage (when you have knowledge to import) but no explicit when-not or alternatives. Does not guide against using other tools for retrieval or management, which are available as siblings.

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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