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detect_gaps

Read-only

Identify knowledge gaps in your corpus including thin topics, entities lacking depth, stale high-value items, missing concept articles, and unconnected items without knowledge edges.

Instructions

Detect knowledge gaps in your corpus: thin topics (few items), entities without depth, stale high-value items, topics missing concept articles, and unconnected items with no knowledge edges.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
thin_topicsNo
stale_high_valueNo
unconnected_itemsNo
entities_without_depthNo
missing_concept_articlesNo
Behavior3/5

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

Annotations already declare readOnlyHint=true (safe read) and openWorldHint=false. Description adds types of gaps detected, but does not disclose performance characteristics or exact scanning scope. Adds some context beyond annotations.

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?

Single sentence with clear verb and bullet-like list of gap types. Front-loaded and no wasted words.

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

Completeness5/5

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

Tool has no parameters, annotations cover safety, and output conceptually described by gap types. Even without output schema, the description sufficiently conveys what to expect.

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

Parameters4/5

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

No parameters in input schema, so schema description coverage is 100%. Description need not add parameter info. Baseline 4 is appropriate.

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 uses specific verb 'detect' and resource 'knowledge gaps', lists five distinct gap types. Distinguishes from siblings like 'knowledge_health' which likely assesses overall health rather than specific gaps.

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 explicit guidance on when to use this tool versus alternatives like 'knowledge_health' or 'retrieval_quality'. With 27 sibling tools, lacking usage context makes agent selection harder.

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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