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Sense2 Promotional Products

get_100_best_intel

Read-only

The Sense2 100 editorial intelligence layer — the six Sense2 Standard lenses (Desirability, Everyday relevance, Brandability, Perceived value, Retention potential, Story value), the Retention Test, 2026 market insights, How to Use guide by outcome (awareness, belonging, gratitude, modernity, culture, recognition), per-chapter editorial (what we look for + best branding move), and the Living Edit philosophy

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_100_best_intel"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. Beyond that, the description's main contribution is the content inventory (six lenses, Retention Test, market insights, per-chapter editorial, Living Edit philosophy), which tells the agent what payload to expect, but it says nothing about return format, structure, or size.

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?

It is a single dense catalog sentence with no waste, but it is back-loaded as an undifferentiated list and lacks a leading action verb. An agent must parse the whole run-on to learn that this is editorial reference material.

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-parameter, read-only, closed-world lookup with no output schema, the description covers the subject matter adequately. What it omits is the shape of the return payload and any signal about how this differs from the sibling get_100_best, which is the most likely confusion point.

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

Parameters4/5

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

The tool takes zero parameters, so there is nothing for the description to disambiguate at the parameter level. The baseline of 4 applies; no parameter-level gap exists.

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

Purpose3/5

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

The description is a noun phrase inventory ('The Sense2 100 editorial intelligence layer — ...') rather than a statement of what the tool does. It makes the subject matter clear (editorial reference content for the 100 Best program), but never says the tool returns or retrieves it, and it does not distinguish this from the sibling get_100_best.

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?

No when-to-use guidance is given. The description lists content categories but does not say under what circumstances an agent should call this instead of get_100_best, get_brand, or get_inspiration. The 'How to Use guide by outcome' phrase describes internal content, not call conditions for the agent.

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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