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BGPT - Scientific Paper Search

Look up paper by DOI

lookup_paper
Read-onlyIdempotent

Look up a single paper by its DOI.

Args: doi: The DOI of the paper (e.g. "10.1038/s41586-024-07386-0"). output_format: "evidence" for compact claim-level evidence (default), "legacy" for original paper metadata, or "full" for both.

Returns: An envelope with found status and the paper in result, or a not-found message. A found paper counts as one result.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
doiYes
output_formatNoevidence

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.2/5.0
Behavior4/5

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

Beyond the read-only and idempotent annotations, the description adds the return envelope behavior (found status, paper in result, not-found message) and explains output_format options. It also notes that a found paper counts as one result, which is useful context.

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 well-structured with a clear purpose sentence, an Args section, and a Returns section. It is concise and information-dense without unnecessary 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?

For a simple lookup tool with two parameters and an output schema, the description covers the essential operational details: what it does, how to specify parameters, and what the return envelope looks like. The output schema presumably handles the paper structure, so no need to detail that here.

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?

The schema has no descriptions for parameters, but the description fully documents both: doi with an example, and output_format with its three possible values and default. This fully compensates for the 0% schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool looks up a single paper by DOI, which is a specific verb+resource. However, it does not explicitly contrast with the sibling search_papers, so it doesn't fully distinguish alternatives.

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?

Usage is implied: use this when you have a DOI for a single paper. There is no explicit guidance on when not to use it or when to prefer the sibling search_papers, so it only partially addresses 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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TDQS

A4.3/5.0
Disambiguation5/5

lookup_paper and search_papers have clearly distinct purposes: one retrieves a specific paper by DOI, the other performs a query-based search. There is no overlap or ambiguity between the two tools.

Naming Consistency5/5

Both tool names follow the same verb_noun pattern: lookup_paper and search_papers. The naming is consistent, clear, and predictable, with no mixed conventions or vague verbs.

Tool Count3/5

With only 2 tools, the set feels thin for a scientific paper search service. While the two tools cover the core functions of searching and retrieving, the count is at the lower boundary of what would be considered well-scoped.

Completeness4/5

The tool surface covers the essential workflow: find papers via search and retrieve a specific paper by DOI. Minor gaps exist, such as no direct support for retrieving citations or related papers, but agents can likely accomplish primary tasks without dead ends.

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