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MABAAM
by MABAAM

research

Read-onlyIdempotent

Search the web, fetch top pages, summarize content, and synthesize findings to answer a research question.

Instructions

Compound research: search → fetch top pages → summarize → synthesize.

Args: query: The research question. depth: Research depth — "quick" (2 pages), "standard" (5 pages), or "deep" (10 pages). context: Optional context from prior research to inform synthesis.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
depthNostandard
queryYes
contextNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

Annotations already indicate readOnlyHint, openWorldHint, idempotentHint, and destructiveHint. The description adds valuable behavioral context: the multi-step process (search, fetch, summarize, synthesize) and the meaning of depth, which goes 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 very concise with a front-loaded pipeline overview and bullet points for arguments. Every sentence adds value; no wasted words.

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

Completeness5/5

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

Given that there is an output schema (not shown) and annotations cover safety, the description explains the tool's composite nature, parameter meanings, and pipeline stages. It is complete for an agent to understand and invoke the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description carries full burden. It explains all three parameters: query is the research question, depth with three options, and context as optional prior research. This fully compensates for missing schema descriptions.

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 tool does 'Compound research: search → fetch top pages → summarize → synthesize', which is a specific verb+resource and distinguishes it from sibling tools like web_search, fetch_url, or academic_lookup that perform only individual steps.

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 provides the research pipeline and explains the depth parameter with clear options. It implies use for comprehensive research combining multiple steps, but does not explicitly state when not to use or compare directly with 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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