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AIops-tools

fabric-aiops

overview

Provides a one-shot fleet health overview of networks and device status for a Meraki organization, enabling triage before drilling into specific components.

Instructions

[READ] One-shot fabric fleet health: networks + device status/product rollup.

Call this first to triage a Meraki organization before drilling into a
specific network or device.

Args:
    org_id: Meraki organization id; omit to use the target's default org.
    target: Target name from config; omit for the default.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
org_idNo
targetNo
Behavior3/5

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

With no annotations, the description carries full burden. It indicates read-only behavior with '[READ]' and describes it as a one-shot rollup. However, it lacks details on side effects, rate limits, or data freshness, which is adequate but not thorough.

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 compact and front-loaded: a header line stating purpose, a usage line, and concise parameter descriptions. No wasted words.

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

Completeness3/5

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

No output schema is provided, so the description should hint at the return value. It mentions 'networks + device status/product rollup,' which is vague but adequate for a high-level triage tool. More detail on the output structure would improve completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, but the description explains both parameters: org_id is the Meraki organization id (omit for default) and target is the target name from config (omit for default). This adds sufficient meaning beyond the schema.

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 it's a read operation for fabric fleet health, summarizing networks and device status/product rollup. It distinguishes itself from specific sibling tools by being a one-shot triage call.

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

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says 'Call this first to triage a Meraki organization before drilling into a specific network or device.' This provides clear context on when to use it, though alternatives are implied rather than named.

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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