hzy9981

by hzy9981

Overview Schema Source Related Servers Discussions Admin

Python

Hybrid

generate_html_report

Generate HTML reports from Data-Driven Optimize analysis results to present top prompts and suggested configurations.

Instructions

Generates a comprehensive HTML report from Data-Driven Optimize analysis results.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "generate_html_report"
  }
}

Input Schema

Name	Required	Default
`report_path`	No	data_driven_optimize_analysis_report.html
`analysis_data`	No
`top_n_prompts`	No
`analysis_data_path`	No
`suggested_config_data`	No

Output Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

First observedv1.0.0Jul 13, 2026

TDQS

C2.4/5.0

Behavior2/5

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

No annotations provided. Description lacks details on side effects (e.g., file creation), permissions, or output format. Fails to compensate for missing annotations.

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?

Single sentence is concise but under-specifies tool functionality. Front-loads purpose but omits critical details.

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?

For a tool with 5 parameters and no output schema description, the description is too brief. Does not address input formats, optionality, or report content.

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%. Description does not explain any of the 5 parameters (report_path, analysis_data, top_n_prompts, etc.), adding no meaning beyond schema.

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?

Description clearly states verb 'generates' and resource 'HTML report', with source 'Data-Driven Optimize analysis results'. Distinguishes from siblings implicitly as they perform analysis or other operations.

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 'analyze_data_driven_optimize_results'. Context of 'after analysis' is implied but not explicit.

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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