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nexo_learning_search

Search learning entries by keyword in title and content. Filter results by category to find relevant information.

Instructions

Search learnings by keyword. Searches title and content.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch term.
categoryNoFilter by category (optional).
limitNoAccepted for Desktop/client compatibility; search ranking is owned by the Brain handler.
Behavior2/5

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

No annotations provided, and description only mentions basic search behavior; does not disclose limitations, result format, or potential side effects like rate limiting.

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 concise sentences with no filler; front-loads purpose and scope, earning every word.

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?

With no output schema and minimal description, tool is usable but lacks details on return format or empty results; adequate for simple search but not fully complete given sibling complexity.

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 adds 'Searches title and content' but otherwise does not extend beyond schema, meeting baseline.

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 verb 'Search learnings by keyword' and specifies scope 'title and content', distinguishing it from sibling tools like nexo_learning_list.

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 such as nexo_learning_list or nexo_memory_search; lacks explicit context or 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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