Fields in the index
list_fieldsThe research fields Frontier covers, with how many entries each holds and its median Frontier Score.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
list_fieldsThe research fields Frontier covers, with how many entries each holds and its median Frontier Score.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered. The description adds return-content context (entry counts and median score), but no pagination, ordering, or cardinality behavior. With annotations carrying the load, a 3 is appropriate.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single front-loaded sentence that states the resource and both returned metrics with zero filler. Every clause earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a no-parameter, no-output-schema listing tool whose annotations fully cover the safety profile, the description tells the agent enough to invoke it. Minor gap: no hint about how many fields or whether results are ordered.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool takes zero parameters and the schema is empty, so there is nothing for the description to document. Baseline 4 applies; the description correctly makes no parameter claims.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific resource ('research fields Frontier covers') and what the tool returns ('how many entries each holds and its median Frontier Score'). Clear verbless but resource-specific; however it does not distinguish itself from siblings like search_breakthroughs, so it falls short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Usage is implied: this is a directory-listing tool for enumerating fields. There is no explicit when-to-use guidance, no statement of when to prefer it over explain_frontier_score or search_breakthroughs, and no 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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