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Convert a review score across venues

convert_score
Read-onlyIdempotent

Map an overall review score at one venue to the same position on other venues' scales, keeping its distance from each venue's rough acceptance bar. A heuristic for intuition, not an official equivalence.

Input Schema

NameRequiredDescriptionDefault
toNoTarget venues (default: all).
scoreYesOverall score on that venue's scale.
venueYesVenue the score is from, e.g. 'neurips'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive, closed-world), so the bar is lower. The description adds real context beyond them: the mapping preserves distance from each venue's acceptance bar and is explicitly a heuristic, which is meaningful behavioral disclosure.

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 tight sentences, front-loaded with the core action and closed with the caveat. Every clause earns its place with no repetition of structured fields.

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 no output schema the description should ideally hint at the return shape; it implies per-venue mapped scores but doesn't state the format explicitly. Everything else an agent needs to call it correctly is present.

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 description coverage is 100%, so the schema already documents venue, score, and the default-all to list. The description adds no parameter-specific syntax or format detail, making the baseline 3 correct.

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 gives a specific verb+resource ('Map an overall review score at one venue to the same position on other venues' scales') and even explains the mapping philosophy, so the agent knows exactly what it does. It stops short of naming a sibling like iclr_acceptance_odds to distinguish itself, keeping it at 4 rather than 5.

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?

'A heuristic for intuition, not an official equivalence' tells the agent the trust level and appropriate context of use. It gives clear usage context but names no explicit alternative tool or when-not condition, so it falls short of a 5.

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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