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read_chat

Read the latest messages in a problem's chat.

Input Schema

NameRequiredDescriptionDefault
programYes

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?

With no annotations, the description carries the full behavioral burden. It implies read-only behavior and that only the 'latest' messages are returned, which hints at a limited window, but it never says how many messages, the ordering, whether pagination exists, or what permissions are needed.

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 short sentence with no filler and the key scope ('latest messages') front-loaded. It is efficient, though arguably too terse to be 'appropriately sized' for a tool with an unexplained required parameter.

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?

No annotations, no output schema, and 0% parameter description coverage mean the description must fill all gaps, yet it omits the meaning/format of the required 'program' argument and any sense of what the returned messages contain. It is not sufficient for an agent to call the tool confidently.

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 coverage is 0% and the single required parameter ('program') is undocumented in both schema and description. The description's reference to 'a problem's chat' loosely gestures at the identifier but does not clarify whether it expects an ID, name, or slug, and the problem/program naming mismatch adds confusion.

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 ('Read') and resource ('chat') scoped to 'latest messages,' which is clear on its own. However it offers no differentiation from siblings like get_program or search_notebook, and it says 'problem's chat' while the schema requires a 'program' parameter, leaving a minor terminology ambiguity.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives. The agent must infer entirely on its own that this is the way to inspect a chat versus using search_notebook or get_program.

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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