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kroq86

Runtime Copilot MCP Server

by kroq86

project_compare_baseline

Compare current benchmark and scenario results against a stored baseline to detect regressions in performance.

Instructions

Compare current benchmark/scenario results against a stored baseline.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
baseline_pathNo
root_dirNo./tests/artifacts/mcp/baseline_candidate
tableNoorders
benchmark_iterationsNo
scenario_iterationsNo
benchmark_regression_pctNo
scenario_regression_pctNo
e2e_regression_pctNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

Without annotations, the description should disclose behavioral traits (e.g., side effects, error states). It only states 'compare', implying no side effects, but nothing about permissions, data source, or failure modes.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, extremely concise. However, it sacrifices necessary details for brevity, making it less useful.

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

Completeness2/5

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

Given the tool's complexity (8 parameters, output schema) and no annotations, the description is insufficient. It does not explain input, output, or behavior, leaving significant gaps for an agent.

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

Parameters1/5

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

Schema description coverage is 0%, and the description provides no information about any of the 8 parameters. It completely fails to compensate for the schema's lack of descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool compares current benchmark/scenario results against a stored baseline, with a specific verb and resource. It differentiates from siblings like project_capture_baseline, but could be more precise.

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 guidance on when to use this tool versus alternatives like benchmark_calls or project_capture_baseline. The description does not mention prerequisites or context.

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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