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test_chatbot_reply

Simulate a visitor question to test the bot's RAG retrieval, citations, and reply matching.

Input Schema

NameRequiredDescriptionDefault
bot_idYes
messageYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden and does not say whether the simulated message is persisted as a real conversation, whether it affects analytics, or whether it consumes quota. 'Simulate' hints at non-destructive behavior but never confirms it.

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

Conciseness4/5

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

A single efficient sentence with the capability front-loaded and no filler. Slightly under-specified rather than over-long, but structure itself is good.

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

Completeness2/5

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

With no annotations, no output schema, and zero parameter documentation, the agent cannot tell what the call returns (the matched reply? citations? retrieval scores?) or what side effects it has. For a testing tool whose whole value is its output, that is a significant gap.

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

Parameters2/5

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

Schema description coverage is 0% for both required params. The description only loosely suggests what 'message' is ('a visitor question') and says nothing about bot_id format or whether message supports markup or variables, so it does not compensate for the undocumented schema.

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 action (simulate a visitor question) and names concrete targets: RAG retrieval, citations, and reply matching of a bot. It is clearly distinct from generic chat tools, though it never distinguishes itself from the close sibling test_rag_retrieval.

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 statement of when to use this instead of the near-identical test_rag_retrieval sibling, and no prerequisites (e.g., must knowledge be crawled/indexed first). Usage is only implied by the word 'simulate'.

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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