agent-skill-description-optimizer 是做什么的?
优化Claude Code/Agent技能的描述前置信息(frontmatter)——即决定Claude是否调用该技能的关键文本。评估和改进两个环节完全通过claude -p CLI运行,无需ANTHROPIC_API_KEY。
优化Claude Code/Agent技能的描述前置信息(frontmatter)——即决定Claude是否调用该技能的关键文本。评估和改进两个环节完全通过`claude -p` CLI运行,无需`ANTHROPIC_API_KEY`。
该技能用于自动优化Claude Code或Agent技能文件中的描述前置信息(description frontmatter),这是决定Claude在推理过程中是否调用该技能的关键文本。它通过一个闭环流程工作:首先评估现有描述是否清晰、准确且能有效触发技能匹配,然后基于评估结果生成改进版本。整个过程完全依赖`claude -p`命令行界面执行,因此不需要配置`ANTHROPIC_API_KEY`环境变量。该工具对开发者、AI代理构建者以及任何希望提高Claude技能调用准确性和效率的用户都非常有用。它支持所有能够通过CLI与Claude交互的平台,并能显著减少因描述模糊或不完整导致的技能误调或未调用问题。
npx skills add netopsengineer/agent-skill-description-optimizer优化Claude Code/Agent技能的描述前置信息(frontmatter)——即决定Claude是否调用该技能的关键文本。评估和改进两个环节完全通过claude -p CLI运行,无需ANTHROPIC_API_KEY。
ElevenLabs text-to-speech with mac-style say UX.
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Capture and automate macOS UI with the Peekaboo CLI.
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".