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get_pipeline_info

Retrieves metadata about the Champollion sulcal embedding pipeline and available MCP tools for monitoring and debugging.

Instructions

Get metadata about the Champollion pipeline and available MCP tools.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, so the description carries full burden. 'Get metadata' suggests a read-only operation without side effects, which is likely safe, but it does not explicitly state that the tool is non-destructive or clarify authentication requirements. The description is adequate but could be more explicit.

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, concise sentence that communicates the tool's purpose without unnecessary detail. Every word is relevant and earns its place.

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 the tool has no parameters and an output schema exists, the description sufficiently conveys the tool's role as a metadata provider. It does not explain return values, but the output schema presumably covers that. It is complete for its simplicity.

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?

There are zero parameters and schema coverage is 100% (trivially). The description adds no parameter information, which is acceptable since none exist. Baseline is high, and no additional info is needed.

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 uses the specific verb 'Get' and clearly identifies the resource as 'metadata about the Champollion pipeline and available MCP tools'. This distinguishes it from sibling tools, which are primarily task starters (e.g., start_training) or job management tools.

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?

The description implies usage for retrieving metadata but does not provide explicit guidance on when to use this tool versus alternatives like get_job_status or list_jobs. Given the tool has no parameters, the context is straightforward, but exclusion criteria or preferred scenarios are missing.

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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