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geoffbelknap

LimaCharlie MCP

by geoffbelknap

lc_review_detection_noise

Summarize detection volume and concentration for a bounded time window to assess noise levels.

Instructions

Summarize bounded detection volume and concentration for a time window.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endYes
oidYes
limitNo
startYes
Behavior2/5

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

With no annotations, the description carries full responsibility for behavioral disclosure. It only states the action but not side effects, permissions, or whether it is read-only. For a summarization tool, it fails to clarify if it modifies state or just queries.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, which is concise but lacks structure. It is front-loaded but too short to cover necessary details, making it minimally acceptable.

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 no output schema and 4 parameters, the description should explain output format, pagination, or behavior. It only describes the high-level function, leaving the agent guessing about what the summary looks like or how limit affects results.

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

Parameters1/5

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

The input schema has 4 parameters (oid, start, end, limit) with 0% schema description coverage. The description does not explain any parameter's meaning or format, so it adds no value over the raw schema.

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 states the tool summarizes bounded detection volume and concentration for a time window, using a specific verb and resource. It distinguishes from sibling review tools like lc_review_case_backlog by focusing on detection noise.

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 lacks any context about prerequisites or scenarios, leaving the agent without decision support.

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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