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Get Knowledge Gaps

get_knowledge_gaps

List gap receipts (coverage + enumeration) for the tenant, filterable by topic and recency.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
since_daysNo
gap_subtypeNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It implies a read-only list operation, but does not disclose any side effects, permissions, or return format specifics. The phrase 'gap receipts' is undefined, and there is no mention of how filtering or pagination behaves beyond the schema.

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?

The description is a single concise sentence that gets to the point quickly. However, it includes an inaccurate reference to 'topic' which detracts from its precision. Despite that, it is appropriately brief and front-loaded.

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?

Given the tool has 3 parameters, no required fields, and no schema descriptions, the description is insufficient. It does not define what a 'gap receipt' is, when to use this tool, or how the parameters affect results. With an output schema present, some completeness is provided, but the description alone is not enough to guide an agent effectively, especially with many related sibling tools.

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 description coverage is 0%, so the description must compensate. It mentions 'filterable by topic and recency', but 'topic' does not correspond to any parameter in the schema (only limit, since_days, and gap_subtype). It does not explain limit or since_days, and only partially connects 'coverage + enumeration' to gap_subtype. This adds confusion rather than clarity.

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?

The description clearly identifies the tool as listing gap receipts, with a parenthetical defining them as 'coverage + enumeration'. This gives a specific action and resource. However, it does not distinguish from sibling tools like 'assess_coverage' or 'fill_gap', and the mention of 'topic' does not map to any schema parameter.

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 guidance is provided on when to use this tool versus alternatives. The description simply states what it does without mentioning excluded scenarios or related tools that might be more appropriate. The sibling list includes 'assess_coverage' and 'fill_gap', but no differentiation is made.

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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