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get_user_analytics

Get per-end-user usage breakdown: total requests, cost, latency, models used, recent calls. Supports filtering by user ID.

Instructions

Get per-end-user usage breakdown — total requests, cost, latency, models used, recent calls. The 'user' here is the customer's end-user, identified by the x-spanlens-user header the SDK attaches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax rows when returning the top-N list. Default 20.
userIdNoWhen set, returns the detail view for a single end-user. When omitted, returns the top-N usage list across all end-users.
Behavior4/5

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

No annotations provided, so the description carries full burden. It clearly states the tool returns usage breakdown data, implies read-only operation via 'get', and clarifies the user identifier. However, it omits details like pagination limits or safety guarantees.

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?

Two sentences, front-loaded with the core purpose, and a second sentence clarifying a critical context (the user definition). No unnecessary words.

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?

Given no output schema, the description adequately lists the return fields (requests, cost, latency, models, recent calls) but does not describe the response structure or data format, leaving some ambiguity for an agent.

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 elaborate on parameters beyond what the schema already provides (limit and userId meanings). It adds no parametric context beyond the user header clarification.

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 specifies the verb 'get', the resource 'per-end-user usage breakdown', and lists concrete metrics (requests, cost, latency, models, recent calls), clearly distinguishing it from siblings like get_anomalies or get_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 siblings. The description implies it is for end-user analytics but does not mention prerequisites or alternatives.

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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