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researchoracle

health_check

ResearchOracle status, backends, coverage.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

C2.6/5.0
Behavior1/5

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

There are no annotations, so the description must disclose behavior. It only lists subjects (status, backends, coverage) without stating whether the tool is read-only, what side effects exist, or what operations it performs. The health-check name implies safety, but the description does not say so.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise with no wasted words, front-loading the key subjects. It is a sentence fragment, but this is acceptable for such a simple tool. It scores slightly below 5 because it lacks a full-sentence structure.

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

Completeness2/5

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

With no annotations, no output schema, and no parameters, the description must stand alone. It states what the tool checks but omits the return format, any prerequisites, and potential impacts. A sentence noting that it returns status information would improve completeness.

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?

The tool has zero parameters and an empty schema, so no parameter information is needed. The baseline for zero-parameter tools is 4, and the description does not need to compensate for missing parameter details.

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 identifies the tool as checking ResearchOracle status, backends, and coverage. Though it lacks an explicit verb, the name 'health_check' plus the specific resource and fields makes the purpose clear and distinguishes it from the research-paper sibling tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No usage context is provided. The description does not indicate when to call this tool, whether it is a prerequisite for other operations, or how it relates to sibling tools. It is a bare noun phrase with no guidance on alternatives or exclusions.

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

B3.2/5.0
Disambiguation4/5

Most tools target distinct resources (papers, authors, citations, DOIs). arxiv_search and search_papers both search for papers, but they are differentiated by corpus (preprints vs all). compliance_research is a convenience wrapper for compliance topics but is still distinct.

Naming Consistency3/5

Tool names mix noun-noun (author_papers, citation_graph), noun-verb (arxiv_search, doi_lookup), and verb-noun (search_papers) patterns. While each name is readable, there is no consistent verb_noun convention, making it harder to predict tool names.

Tool Count5/5

At 11 tools, the set is well-scoped for a research discovery platform. Each tool covers a necessary aspect: search, metadata, authors, citations, recommendations, trending, and system health.

Completeness4/5

The surface covers core research workflows: searching, retrieving details, author exploration, citation analysis, recommendations, and trending. Minor gaps exist (e.g., no journal-specific search or batch export), but agents can accomplish typical tasks without dead ends.

Resources