Response Optimization

Quality score: 70/100 · Category: General · Sub-category: automation

type:integration

Patterns for human/LLM readable MCP responses with automation flags, token/ID cross-tool references, and confidence-based progressive detail. 人機雙讀響應設計、自動化標誌、token效率優化。Use when: user asks about JSON flags, token IDs, cross-tool references, progressive detail, response optimization, human and LLM readable, automation flags, confidence-based detail, or discusses optimizing MCP responses for both human and machine consumption.

What this skill does

Response Optimization is a production-ready Claude Code skill (quality score 70/100) in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/response-optimization/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: user asks about JSON flags, token IDs, cross-tool references, progressive detail, response optimization, human and LLM readable, automation flags, confidence-based detail, or discusses optimizing MCP responses for both human and machine consumption.

Who uses this skill

The Response Optimization skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/response-optimization
curl -L https://claudskills.com/skills/response-optimization/SKILL.md \
  -o ~/.claude/skills/response-optimization/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/response-optimization/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/response-optimization/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\response-optimization\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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