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llmkit_session_summary

Read-onlyIdempotent

Retrieve summaries of recent proxy sessions, including cost, duration, and models used, to track AI spending and usage across providers.

Instructions

Get recent proxy sessions with cost, duration, and models used

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sessionIdNoSpecific session ID
limitNoNumber of sessions (default 10)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sessionsYes
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, covering safety. The description adds that the tool returns cost, duration, and models used, but lacks details on pagination, ordering, or potential side effects.

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, front-loaded sentence with no redundant words. Every word adds value.

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

Completeness4/5

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

With an output schema present and low complexity, the description adequately covers purpose and returned data. However, it omits explanation of 'proxy sessions' and how to integrate with sibling tools.

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?

Schema coverage is 100%, so baseline is 3. The description does not add new parameter details beyond what the schema provides (sessionId, limit). It implies recency but doesn't specify default limit or format.

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 verb 'Get', the resource 'recent proxy sessions', and the specific data points returned (cost, duration, models). This effectively distinguishes it from sibling tools like llmkit_cost_query or llmkit_usage_stats.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

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. It does not mention filtering, prerequisites, or scenarios where other tools like llmkit_cost_query would be more appropriate.

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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