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yoloshii

gigaxity-deep-research

by yoloshii

search

Retrieve ranked search results from multiple sources using Reciprocal Rank Fusion. Combine results from SearXNG, Tavily, and LinkUp for raw, unsynthesized output.

Instructions

Multi-source search with RRF (Reciprocal Rank Fusion).

Returns ranked results from SearXNG, Tavily, and LinkUp. Use for raw search results without synthesis. No LLM call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query
top_kNoResults per source (1-50)
openrouter_api_keyNoPer-request key override; ignored by `search` since no LLM call is made, but accepted for consistency across tools.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations, so description must cover behavior. Mentions RRF ranking, three sources, no LLM call. Lacks details like result limits or permissions but is adequate for a read search tool.

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 short, information-dense sentences. Front-loaded with key purpose. No wasted words.

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?

Has output schema, so return details not needed. Explains core purpose and differentiation. Could mention more about result structure or limitations.

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%, baseline 3. Description adds no extra meaning to parameters beyond 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?

Clearly states multi-source search with RRF, no synthesis, no LLM call. Verb and resource explicit. Distinguishes from siblings like synthesize.

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?

States 'Use for raw search results without synthesis', providing clear context. Could be more explicit about when not to use or alternatives.

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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