auto_optimize

Transform natural language into optimized prompts for Claude Code. Analyzes text, detects context, and refines inputs to enhance prompt clarity and effectiveness.

Instructions

Automatically detects and optimizes natural language text for Claude Code. Use this when the user is writing conversational text that should be translated into an optimized prompt.

Input Schema

Name	Required	Description
`context`	No	Any additional context about the current project or situation
`interactive`	No	Whether to enable interactive questioning if the prompt is unclear or needs more info (default: auto-detect based on complexity)
`text`	Yes	The natural language text to analyze and potentially optimize

Input Schema (JSON Schema)

{
  "properties": {
    "context": {
      "description": "Any additional context about the current project or situation",
      "type": "string"
    },
    "interactive": {
      "description": "Whether to enable interactive questioning if the prompt is unclear or needs more info (default: auto-detect based on complexity)",
      "type": "boolean"
    },
    "text": {
      "description": "The natural language text to analyze and potentially optimize",
      "type": "string"
    }
  },
  "required": [
    "text"
  ],
  "title": "auto_optimizeArguments",
  "type": "object"
}

Claude Code Prompt Engineer

auto_optimize

Instructions

Input Schema

Input Schema (JSON Schema)

Other Tools from Claude Code Prompt Engineer

Related Tools

MCP directory API