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onetrueclaude-creator

io.github.onetrueclaude-creator/mcp-knowledge-gaps

generate_research_questions

Read-only

Generates prioritized research questions for the top knowledge gaps in a markdown vault, each with a priority score and factor breakdown.

Instructions

[Pro] Generate prioritized research questions for the top N gaps. Each question comes with a priority score and factor breakdown.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
vault_pathYes
nNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations indicate readOnlyHint=true, so description's 'generate' is consistent as a read operation. Adds detail about output (priority score, factor breakdown), but could mention it doesn't modify state.

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, no wasted words, front-loaded with purpose.

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?

With output schema present, description adequately covers inputs and output characteristics. Could mention prerequisites (e.g., gaps exist) but not critical for read-only tool.

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 has 0% description coverage. Description explains 'n' as top N gaps, but 'vault_path' is only inferred from its title. Partial compensation for low coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states verb 'generate' and resource 'prioritized research questions for the top N gaps', distinguishing it from sibling tools like find_gaps or list_gaps_by_priority.

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?

Implies usage when gaps are available (top N), but does not explicitly specify when not to use or compare to 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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