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kroq86

Runtime Copilot MCP Server

by kroq86

capture_roi_baseline

Capture baseline KPI snapshots to establish initial performance metrics for ROI analysis, enabling objective measurement of optimization improvements.

Instructions

Capture baseline KPI snapshot for ROI Phase 0.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
root_dirNo./tests/artifacts/mcp/baseline_runtime
tableNoorders
benchmark_iterationsNo
scenario_iterationsNo
output_pathNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are present, so the description carries the full burden. It does not disclose whether the tool modifies state, requires permissions, or returns data. The name suggests a read-only snapshot, but this is not confirmed.

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 very concise (one sentence), which is good for brevity but at the expense of essential details. It could benefit from a bit more structure without being verbose.

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 5 parameters with no descriptions and an output schema that is not explained, the description is insufficient for a complete understanding. The context of 'ROI Phase 0' and the baseline snapshot process is missing.

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?

The schema description coverage is 0%, meaning the description provides no explanation for any of the 5 parameters. The defaults are present but their meaning and usage remain unclear.

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

Purpose3/5

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

The description states it captures a baseline KPI snapshot for ROI Phase 0, which gives a general idea but is vague. The verb 'capture' and the term 'ROI Phase 0' are not elaborated, and it does not distinguish from similar sibling tools like 'project_capture_baseline'.

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 is provided on when to use this tool versus alternatives (e.g., 'benchmark_calls', 'project_capture_baseline'). There is no mention of prerequisites, context, or scenarios where this tool is appropriate.

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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