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Sleeper Hit Studio — Public Discovery

Find writers

find_writers
Read-onlyIdempotent

Search opt-in public Sleeper Hit Studio writer profiles.

Input Schema

NameRequiredDescriptionDefault
genreNoFilter by public discovery genre.
limitNoMaximum writers to return.
queryNoName, location, headline, summary, specialty, or genre.
formatNoFilter by public discovery format.
specialtyNoFilter by public writer specialty.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / query / description
      Previous value: -"Name, location, headline, specialty, genre, or background text."New value: +"Name, location, headline, summary, specialty, or genre."
  2. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds useful scope context by specifying 'opt-in public' profiles, but does not describe return format, pagination, or rate limits.

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?

A single front-loaded sentence with zero waste. It is appropriately sized for a simple search tool and every word earns its place.

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?

Given the simple query nature, full schema coverage, and annotations that cover safety, the description is nearly complete. It states what is searched and the opt-in public scope, though it could briefly hint at return content or sibling differentiation.

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 all five parameters are fully documented in the schema. The description adds no additional meaning beyond what the schema provides, which is the baseline expectation when schema coverage is high.

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?

States a specific verb (Search) and resource (writer profiles) with scope qualifiers (opt-in public, Sleeper Hit Studio). However, it does not distinguish itself from sibling tools like get_writer_profile or search, which could cause selection ambiguity.

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

Usage Guidelines2/5

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

Provides no when-to-use guidance, no exclusions, and no mention of alternatives. The agent must infer that this tool is for discovering writers rather than retrieving a specific profile via get_writer_profile.

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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