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Pandough.app

troubleshoot

Read-only

Search the Pandough baking knowledge base for troubleshooting advice, technique guides, and flour science. Returns curated expert content about common baking issues.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
issueYesThe baking issue or question (e.g. 'sticky dough', 'no oven spring', 'cold proof technique')

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

The readOnlyHint already signals a safe read operation, and the description's 'Search...Returns' aligns with that. It adds useful context that results are curated expert content, but it does not disclose return format, result size, or pagination, which is a minor gap for a search tool.

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 sentences, tightly packed with the action, resource, content scope, and result type. There is no wasted wording, and the most important information appears first.

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?

For a single-parameter, read-only search tool with no output schema, this is mostly complete: the agent knows what to search, where, and what kind of content will come back. The main omission is the exact shape of the returned content, which keeps it from being fully self-sufficient.

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?

The input schema fully documents the single issue parameter with an example and length constraints, so the description does not need to add syntax-level detail. The description's mention of troubleshooting advice, technique guides, and flour science gives some semantic color to what kinds of issues are supported, but it does not go beyond the 100% schema coverage.

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?

The description states a specific action (Search) and resource (Pandough baking knowledge base) with a clear content focus: troubleshooting advice, technique guides, and flour science. It does not explicitly distinguish itself from sibling search tools, so it falls just short of full clarity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly implies when to use it: whenever the agent needs baking troubleshooting advice, technique guides, or flour science from the knowledge base. It does not name alternatives or provide exclusions, but it establishes a clear usage context for a single-purpose search tool.

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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