prompt-optimizer

核心功能：集成58种成熟提示词技巧，支持查看全部技巧清单、单技巧详情，以及用指定技巧优化提示词。典型场景：当需要提升提示词清晰度、针对性，或生成不同场景的提示词变体时使用。采用命令行操作，输入对应指令即可输出对应内容。

热度 23.94

最近更新 2026-08-14 09:30:04

分类：效率依赖：代码执行应用场景：模板

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add prompt-optimizer

Metadata

name: prompt-optimizer
description: Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.

A Node.js implementation of 58 proven prompting techniques cataloged in references/prompt-techniques.md.

See all 58 techniques with their IDs and descriptions.

node skills/prompt-optimizer/index.js list

View the template and purpose of a specific technique.

node skills/prompt-optimizer/index.js get <technique_name>

Example: node skills/prompt-optimizer/index.js get "Chain of Thought"

Apply a specific technique's template to your prompt.

node skills/prompt-optimizer/index.js optimize "<your_prompt>" --technique "<technique_name>"

Example:

node skills/prompt-optimizer/index.js optimize "Write a python script to reverse a string" --technique "Chain of Thought"

references/prompt-techniques.md: Full catalog of techniques.
references/quality-framework.md: Framework for evaluating prompt quality manually.