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xuzhougeng

ScientificFigureLibrary

by xuzhougeng

Search scientific figure templates

figure_library_search
Read-onlyIdempotent

Find scientific figure templates and visual references by submitting compact visual and data profiles. Searches FigureYa and user libraries to match plotting intent and scientific purpose.

Instructions

Search FigureYa and user-imported references after analyzing the user's image, text, or data. Pass compact derived profiles, never an entire dataset.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYesPlotting intent and scientific purpose, in Chinese or English.
languageNo
assetKindNoFilter reusable plotting templates separately from visual-only references.
sourceIdsNoOptional source filter. By default both FigureYa and the user library are searched.
codeStatusNo
plotFamilyNo
dataProfileNoCompact shape, column/type, semantic-role, and missingness summary. No raw data.
reviewStatusNo
visualProfileNoCompact chart family, layout, axes, encodings, labels, and style summary.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
sourcesYes
candidatesYes
intentFamiliesYes
libraryVersionYes
reviewRequiredYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is known. The description adds important behavioral nuance: it expects compact derived profiles rather than raw data, which is a significant operational constraint. This goes beyond the schema by explaining the intended input transformation. No contradiction with 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 two sentences: the first states the purpose, the second provides a critical usage rule. Every word earns its place, and the instruction is front-loaded. No redundancy or filler.

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?

With an output schema present, the description does not need to explain return values. The description covers core behavior: what is searched, when to use, and how to format input. It omits mention of optional filters (assetKind, sourceIds, etc.), but these are visible in the schema. Given the tool's complexity, the description is adequate, though a brief nod to filtering could make it more complete.

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

Parameters4/5

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

Schema coverage is 50%, so the description must compensate. The instruction 'Pass compact derived profiles, never an entire dataset' directly clarifies the role of dataProfile and visualProfile, which the schema already describes as summaries. It reinforces the meaning of these key parameters. While some parameters (e.g., limit, language) remain undocumented in the description, their names and schema properties are self-explanatory. The added value is meaningful enough for a 4.

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's function: 'Search FigureYa and user-imported references.' The verb 'search' is specific, the resource is identified, and the tool is distinct from sibling tools like import, apply, or diff. The context 'after analyzing the user's image, text, or data' adds purpose without ambiguity.

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 clear contextual guidance: this tool should be used after analyzing the user's input, and it instructs to 'Pass compact derived profiles, never an entire dataset.' This tells the agent when and how to call it. It does not explicitly mention alternatives or exclusions, but the context is strong enough for a 4.

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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