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query_logs

Query CloudWatch logs for recent events by log group, with optional filters and region.

Instructions

Query CloudWatch logs for recent events

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
regionNoAWS region; defaults to AWS_DEFAULT_REGION
filter_patternNoOptional CloudWatch filter pattern
log_group_nameYesCloudWatch log group name
Behavior2/5

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

With no annotations provided, the description must fully disclose behavioral traits. It only implies a read operation ('Query') but does not mention permissions, rate limits, cost implications, or the meaning of 'recent events' in terms of time window.

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 a single sentence with no extraneous words, conveying the core purpose efficiently.

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?

For a tool with no output schema and no annotations, the description lacks context on return format, time range for 'recent', and differentiation from sibling tool 'query_audit_log'. This is insufficient for an agent to use 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 description adds no parameter-level information beyond the input schema, which has 75% coverage. It does not clarify the 'limit' parameter (lacking schema description) or explain how parameters relate to 'recent events'.

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 queries CloudWatch logs for recent events, specifying a verb and resource. However, it does not differentiate from the sibling tool 'query_audit_log', which may have similar functionality.

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 like 'query_audit_log'. There is no mention of prerequisites, limitations, or appropriate contexts.

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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