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query_logs_insights

Run CloudWatch Logs Insights queries to analyze log data across specified log groups, with flexible time ranges and result limits.

Instructions

Execute CloudWatch Logs Insights queries for advanced log analysis. Supports the full Logs Insights query syntax.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results to return (default: 1000)
queryYesCloudWatch Logs Insights query string
endTimeNoEnd time - relative or ISO 8601 (default: now)
logGroupsNoLog group names to query. Uses CLOUDWATCH_LOG_GROUP env var if not provided
startTimeYesStart time - relative (30m, 1h, 2d, 1w) or ISO 8601
Behavior2/5

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

With no annotations, the description must fully disclose behavioral traits. It only states the tool supports full query syntax, but fails to mention whether the operation is read-only, any authorization requirements, rate limits, or what happens on error. This is insufficient for an execution tool.

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?

The description is concise with two sentences that efficiently convey the core purpose and capability. There is no extraneous information.

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 no output schema and five parameters, the description is incomplete. It does not describe the return format, time range handling, or behavior for invalid queries. More context is needed for an agent to use it correctly.

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?

The input schema has 100% description coverage for all five parameters, so the descriptions already provide meaning. The tool description adds no additional parameter-level insight beyond 'supports the full query syntax' for the query parameter, so baseline score of 3 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?

The description clearly states the tool executes CloudWatch Logs Insights queries for advanced log analysis, using a specific verb and resource. It effectively distinguishes from sibling tools like 'search_logs' by specifying that it supports the full Logs Insights query syntax.

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?

The description provides no guidance on when to use this tool versus alternatives. It mentions 'advanced log analysis' but does not give explicit context, prerequisites, or scenarios where this tool is preferred over sibling tools.

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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