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Prompt Evolution Engine
作者
charlie-morrison
· GitHub ↗
· v1.0.0
· MIT-0
55
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install prompt-evolution-engine
功能描述
Iteratively improve AI prompts by analyzing, rewriting, comparing, and refining them using structured patterns for clarity, structure, and format compliance.
安全使用建议
This skill appears coherent and low-risk: it only rewrites and analyzes prompts and asks for no credentials or installs. Before using, avoid pasting secrets or proprietary data into prompts you ask the skill to optimize, and review any generated prompt (especially chain-of-thought or model-specific instructions) to ensure it doesn't expose internal processes or sensitive details. If you plan to run batch tests that involve real user data or external systems, treat those test inputs as sensitive and sanitize them beforehand.
功能分析
Type: OpenClaw Skill
Name: prompt-evolution-engine
Version: 1.0.0
The skill bundle consists of metadata and a Markdown instruction file (SKILL.md) designed to guide an AI agent in optimizing user prompts. There is no executable code, no network activity, and no evidence of malicious instructions or prompt injection attempts; the content is entirely aligned with its stated purpose of prompt engineering.
能力评估
Purpose & Capability
Name/description (prompt optimization) match the SKILL.md content: all actions are about analyzing and rewriting prompts, A/B testing, and model-specific tuning—no unrelated capabilities requested.
Instruction Scope
Runtime instructions are limited to examining and rewriting prompts, suggesting patterns, and producing formatted output. The SKILL.md does not instruct the agent to read system files, environment variables, or transmit data to third-party endpoints.
Install Mechanism
No install spec or code files are present (instruction-only), so nothing will be downloaded or written to disk during installation.
Credentials
The skill declares no required environment variables, credentials, or config paths; this is proportionate to a prompt-editor utility.
Persistence & Privilege
always is false and there is no request to modify other skills or system-wide settings. The skill does allow autonomous invocation by default (platform normal), but it does not request elevated or persistent privileges.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install prompt-evolution-engine - 安装完成后，直接呼叫该 Skill 的名称或使用
/prompt-evolution-engine触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Prompt Optimizer skill v1.0.0 released.
- Introduces an interactive AI prompt optimizer supporting iterative improvement via structured analysis, rewrite, and evaluation.
- Offers optimization patterns including clarity, structure, constraints, examples, chain-of-thought, persona-setting, and output anchoring.
- Provides detailed usage instructions, output format, and parameter controls.
- Supports advanced features like batch prompt optimization, A/B test generation, and model-specific tuning.
- Designed for users needing to improve underperforming prompts for clarity, consistency, and task fit.
元数据
常见问题
Prompt Evolution Engine 是什么？
Iteratively improve AI prompts by analyzing, rewriting, comparing, and refining them using structured patterns for clarity, structure, and format compliance. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 55 次。
如何安装 Prompt Evolution Engine？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prompt-evolution-engine」即可一键安装，无需额外配置。
Prompt Evolution Engine 是免费的吗？
是的，Prompt Evolution Engine 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Prompt Evolution Engine 支持哪些平台？
Prompt Evolution Engine 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Prompt Evolution Engine？
由 charlie-morrison（@charlie-morrison）开发并维护，当前版本 v1.0.0。
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