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generation_stats

Displays local generation tracking statistics including total runs, unique combinations, and breakdown by model family.

Instructions

Show local generation tracking statistics — total runs, unique combos, breakdown by model family.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
model_familyNoFilter stats to a specific model family
Behavior4/5

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

No annotations provided, so description bears full burden. It accurately describes a read-only operation ('Show...tracking statistics'), with no hidden side effects or permissions implied. However, it does not mention data freshness or rate limits.

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?

Description is a single, efficient sentence with no wasted words. It front-loads the purpose and includes key details (total runs, unique combos, breakdown).

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?

For a simple tool with one optional parameter and no output schema, the description covers the essential functionality. However, it does not specify the output format or explain 'unique combos' further, leaving minor 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% (one parameter described). The description adds context like 'local generation tracking' but does not significantly expand on the parameter meaning beyond the schema's description.

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 resource (local generation tracking statistics) and the actions (show total runs, unique combos, breakdown by model family). It distinguishes from siblings like get_system_stats by specifying 'generation' tracking.

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 explicit guidance on when to use this tool versus alternatives (e.g., get_system_stats, get_history). While the description implies usage for generation statistics, it lacks when-not-to-use or alternative recommendations.

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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