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Create scoring framework

hypotize_framework_create
Idempotent

Create an active custom scoring framework. Requires the editor or owner role in the project; a contributor or viewer gets INSUFFICIENT_ROLE with required_roles.

Input Schema

NameRequiredDescriptionDefault
nameYes
labelYes
dimensionsYes
project_idYes
descriptionNo
formula_typeYes
formula_configNo
idempotency_keyYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare it is a non-readonly, idempotent, non-destructive, closed-world write, so the bar is lower. The description adds real value beyond that: it discloses the authorization requirement (editor/owner) and the exact failure mode (INSUFFICIENT_ROLE with required_roles), which annotations do not cover.

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 action and followed by the gating constraint. No filler or redundancy; every clause earns its place.

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?

For an 8-parameter, 6-required mutation tool with no output schema and 0% schema description coverage, the description covers only the auth path. An agent still lacks guidance on the complex parameters (dimensions array, formula_type enum, formula_config weights) that are central to correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% across 8 parameters (6 required), yet the description names none of them. It does not explain dimensions, formula_type/formula_config, label, or the idempotency_key, so it fails to compensate for the coverage gap as required.

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

Purpose5/5

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

The description states a specific verb (Create) and resource (custom scoring framework) with the distinguishing qualifier 'active custom'. An agent can tell this apart from hypotize_frameworks_list (the only other framework sibling) purely from the description.

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?

The role requirement ('editor or owner') gives a precondition for use, which is genuinely useful context. However, there is no explicit when-to-use vs alternatives guidance and no exclusion of scenarios beyond the role gate.

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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