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sanhao-global-experts

flow-sort-tool

A production-ready flow sort tool system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

With no annotations, the description carries the full behavioral burden. It hints that output is a 'prompt pack with examples', which is modestly useful, but says nothing about whether any state is read or modified, what permissions are needed, how large or repeatable the output is, or what happens with an empty query.

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

Conciseness3/5

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

Only two sentences, so it is not bloated, but both are marketing framing rather than functional detail; the front-loaded content is boilerplate ("production-ready... system") instead of the action being performed.

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

Completeness3/5

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

For a zero-required-parameter tool with no output schema, an agent could technically invoke it, so it is not unusable. However, given the dense sibling cluster of flow-* and *-sort-tool variants, the definition leaves the agent without enough information to know what result to expect or why to choose it.

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?

There is a single optional parameter with 100% schema description coverage ("Optional user query to scope the analysis"), so the schema already does the explanatory work. The description adds nothing about the query parameter, but per the high-coverage baseline a 3 is appropriate.

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

Purpose2/5

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

The description largely restates the name ("flow sort tool system") and then describes the delivery format ("copy-paste prompt pack with examples") rather than the operation. It never says what 'flow' is being sorted, what criteria are applied, or how this differs from the many siblings such as flow-audit-tool, flow-check-tool, flow-gen-tool, or flow-summary-tool.

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?

The only scoping signal is the audience ("marketing and operations leaders"); there is no statement of when to pick this over flow-write-tool, flow-rewrite-tool, flow-audit-tool, or the numerous other *-sort-tool variants. No prerequisites, inputs needed, or exclusions are given.

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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