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研究空白分析

act_topic_gaps
Read-only

研究空白分析 用户问这个领域还有什么没做的、哪里有空白、从哪切入 研究空白清单

Input Schema

NameRequiredDescriptionDefault
topicYes研究领域
populationNo目标人群

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so safety is covered. The description contributes one useful behavioral fact — the deliverable is a "研究空白清单" (a list of gaps) — but says nothing about depth, evidence basis, or limits of the analysis.

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?

Very short with no filler and the purpose front-loaded. The trade-off is that it is written as unpunctuated fragments, and the opening phrase merely restates the title, which makes it slightly harder to parse than a single clean sentence.

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

Completeness3/5

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

For a two-parameter read-only analysis tool with no output schema, stating that it returns a gap list is the minimum needed, and that is present. What the list contains, and how it differs from a novelty or feasibility assessment, is left unstated.

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 coverage is 100%, so topic and population are already documented in the schema. The description adds nothing about how topic scope or population choice affects the gap analysis, so the 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?

"研究空白分析" names a specific analytical resource, and the following clause ("这个领域还有什么没做的、哪里有空白、从哪切入") sharpens what kind of analysis it is. It does not, however, distinguish itself from close siblings such as act_topic_novelty or act_topic_feasibility, which an agent could easily confuse it with.

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 phrase "用户问这个领域还有什么没做的" gives an explicit trigger condition — use it when the user asks what remains unexplored. There are no exclusions or named alternatives, so the agent gets clear context but no routing guidance against novelty/feasibility siblings.

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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