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expert_consult

Escalate repo-specific coding problems to a ChatGPT expert via a structured briefing after local attempts fail.

Instructions

本地调查之后,把难题交给 ChatGPT 极高档。仅在本仓库已开通时可用(标记文件 .claude/expert-consult.json)。reason 必须是闭集之一。已有咨询在进行时不要重试。briefing 用英文填写,源码保持原样。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
reasonYes为什么这是专家级问题。follow-up 仅在本 MCP 进程已有会话时可用。
attemptsYes已经尝试过的方案(英文)。
excerptsYes关键代码摘录,不要整文件粘贴。
questionYes要专家回答的具体问题(英文)。
repo_rootYes已开通仓库的 git 根绝对路径。
constraintsNo硬性约束(英文,可选)。
establishedYes本地已确认的事实(英文)。
desired_outputYes希望专家产出什么(英文)。
timeout_secondsNo等待专家回复的秒数。

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.2/5.0
Behavior4/5

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

由于未提供任何注解,描述承担了全部行为披露责任。它涵盖了启用检查、状态竞争(进行中不重试)、输入语言要求(briefing 用英文,源码保持原样)。缺失了对返回形式、潜在延迟或超时行为的说明,但相对于同类工具已属充实。

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?

四句话,没有多余信息,条件、枚举约束、并发警告和格式要求全部前置。紧凑而可执行。

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?

对于一个有9个参数、7个必填、无输出架构的复杂工具,描述覆盖了启用状态、并发、参数闭集和语言要求等关键决策信息。考虑复杂度,信息量足够启动调用,但缺少对超时等待体验的说明。

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?

架构描述覆盖率达到 100%,每个参数都有详细的描述,描述本身只额外给出了英文填写要求和源码原样保留的格式提示。基线为 3,因为架构承担了绝大部分参数含义,描述的价值增量有限。

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?

描述以清晰的中文动宾短语开头,指明是将本地调查后的难题升级给达到极高能力的 ChatGPT 专家。它说明了工具是什么,但没有明确区分同类工具(兄弟工具缺失),与usage指南部分有重叠。

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

Usage Guidelines5/5

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

明确说明适用条件:仅在本仓库已开通时可用(标记文件 .claude/expert-consult.json);reason 必须是闭集之一;已有咨询进行时不要重试。这些排他性条件为智能体提供了完整的调用语境。

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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