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Check Estimate Red Flags

check_red_flags
Read-only

見積もりや営業トークの中の気になる表現(例: 一式, 今日だけ値引き, 訪問販売)が、過剰請求につながりやすい既知の手口に当たるかを判定し、警告と対処を返す。代表的な手口のみを判定する。 / Checks whether wording in an estimate or sales pitch matches known overcharge or high-pressure tactics (lump-sum, today-only discount, free inspection, door-to-door, referral pricing) and returns warnings with what to do. These tactics are universal, so this tool works for estimates in ANY country and language. Covers representative tactics only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes見積書や営業トークで気になった表現・項目

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNoHow many records matched. 0 means the source was read and nothing matched. It never means the source could not be read, that returns isError: true.
flagsNo該当手口の配列
inputNo判定対象の文言
lookupNook = the source was read and something matched. absent = the source was read and nothing matched. A source that could NOT be read never appears here: that returns isError: true and makes no claim about what does or does not exist.
resultNo件数の要約
source_readNotrue on every successful result. A failed lookup does not return a result at all, so this is never false, it is declared so a consumer can assert on it.
did_you_meanNoNear matches, when an exact match was not found.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

The description transparently discloses its limitation (covers representative tactics only) and claims universality across countries and languages. While it doesn't explicitly mention side effects, the read-only annotation already covers that, and the description adds useful behavioral context without contradicting annotations.

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?

The description is well-structured and concise despite being bilingual. It includes the tool's purpose, examples, applicability, and a limitation in two compact sentences per language. No unnecessary verbosity or redundancy.

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?

Without an output schema, the description gives a high-level indication that it returns warnings and recommended actions, which provides sufficient context for a simple tool. However, it could be more explicit about the exact output format or structure, so slightly below maximum.

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

Parameters5/5

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

The single parameter 'text' is fully described in the schema as the expression/item of concern from an estimate or sales pitch, and the tool description reinforces this by referencing examples. The semantics are unambiguous and complete.

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 clearly states that the tool checks wording in estimates or sales pitches against known overcharge/high-pressure tactics and returns warnings with actions. It provides concrete examples (lump-sum, today-only discount, etc.) and explicitly notes it covers only representative tactics, which effectively distinguishes it from more comprehensive audit tools.

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 description implies use for quick red-flag screening by stating it covers representative tactics only, but it does not explicitly compare with alternative tools (e.g., audit_estimate, verify_fair_price) or specify when to prefer this tool. The universal applicability note gives some context, but the guidance is mostly implicit.

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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