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list_providers

List all configured providers and models from a config file to discover available models for probing.

Instructions

List all providers and models defined in the config file. Returns provider names, model identifiers, and any configured thresholds. Use this to discover what models are available before probing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
configNopath to probes.yml config file
Behavior3/5

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

Implicitly a read operation, but with no annotations, the description should explicitly state it is read-only or disclose any side effects. It lacks explicit non-destructive guarantee.

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 concise sentences: first states what it does, second tells when to use it. No wasted 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?

For a simple single-parameter tool with no output schema, the description is sufficiently complete, covering purpose, returns, and usage context. Minor gap in behavioral transparency.

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% with a single parameter described. The description adds no additional meaning beyond what the schema provides.

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 lists providers and models from a config file, specifying the exact information returned (names, identifiers, thresholds). This distinguishes it from sibling tools like 'probe_all' or 'get_config'.

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 advises using it 'before probing', providing clear usage context. However, it does not contrast with siblings or specify when not to use it.

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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