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Response Optimization

Official

Dual-format MCP responses for humans and bots.

Content & Communication#automation#json#response#cross-tool#id#machine-parseable#human-readable
Authorstandardbeagle
Version1.0.0
Installs0

System Documentation

What problem does it solve?

MCP tool responses are often a mix of narrative text and data structures, which makes automation fragile and hard to scale. This skill standardizes outputs to be both human-friendly and machine-parseable, enabling reliable cross-tool communication.

Core Features & Use Cases

  • Dual-format outputs: provide a concise human-readable summary alongside a machine-parseable JSON payload.
  • Automation flags & IDs: include status flags and cross-tool reference IDs to support chaining between tools.
  • Progressive detail: adjust the level of detail based on relevance or confidence, reducing token usage for low-signal results.
  • Error handling & warnings: surface non-fatal warnings while preserving workflow continuity.

Quick Start

Provide a sample response that includes both a human-readable summary and a machine-parseable JSON payload.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Response Optimization
Download link: https://github.com/standardbeagle/standardbeagle-tools/archive/main.zip#response-optimization

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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