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PACKIQ: analyse a supplier quote

packiq_quote_analysis

Benchmark every line of a pasted supplier packaging quote against live PackIndex finished-pack indices: deviation from the benchmark and a verdict per line (Sharp, Competitive, High, Overpriced), with market evidence for lines more than 8% above index. Requires the user's OPN account; costs 2 PACKIQ credits (refunded automatically if the run fails).

Input Schema

NameRequiredDescriptionDefault
inputYesThe supplier quote as text: items, specs, quantities, unit prices and currency.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=false and destructiveHint=false, but the description adds key operational context the annotations cannot: it requires an OPN account, consumes 2 PACKIQ credits, and auto-refunds on failure. It also discloses the >8% threshold that triggers market evidence, exceeding baseline behavioral detail.

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 tightly packed sentences with zero filler; the core function is front-loaded and the cost/auth caveats are appended rather than buried. Every clause earns its place.

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

Completeness5/5

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

With no output schema, the description still tells the agent what comes back (per-line deviation plus verdicts and evidence) and covers the two hidden costs of invocation – account requirement and credit spend with refund policy. Complete for a single-parameter tool of this complexity.

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% and the single 'input' parameter is already fully documented as text with items, specs, quantities, prices and currency. The description restates 'pasted supplier quote' but adds no format or syntax beyond what the schema provides, so baseline 3 applies.

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 (benchmark) and resource (every line of a supplier packaging quote) and even enumerates the verdict taxonomy (Sharp, Competitive, High, Overpriced). It is far more specific than a tautology, but never names or contrasts a sibling like check_quote or estimate_packaging_price, so an agent must infer the distinction.

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?

Usage is only implied: the tool takes a 'pasted supplier quote' and returns a line-by-line benchmark, so the agent can guess the scenario. There is no explicit when-to-use, when-not-to-use, or named alternative despite several plausible siblings (check_quote, estimate_packaging_price).

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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