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在 OpenClaw 中安装
/install prompt-optimizer-chinese
功能描述
专为 Claude 用户打造的提示词优化工具，节省 30% Token，内置 4 大角色预设，全场景自动结构化，降本提效
安全使用建议
This skill is instruction-only and internally consistent: it asks the agent to take a user prompt and return a compact, role-structured optimized prompt (Chinese/English-aware) and claimed token savings. It requests no credentials and has no installer. Before using, remember: (1) The skill will operate on whatever text you submit, so avoid sending secrets or sensitive data in prompts you want optimized. (2) The claimed "30% token saving" is a feature claim—results depend on the agent implementation and your inputs; verify empirically. (3) If you expect automatic calls to Claude, this skill does not provide credentials or integration code—you would need to supply or configure a Claude connector separately. Overall the package appears coherent and low-risk, but treat any user-supplied sensitive content cautiously.
功能分析
Type: OpenClaw Skill
Name: prompt-optimizer-chinese
Version: 1.0.0
The skill is a text-based prompt optimization tool designed to restructure user inputs for better efficiency and token savings in LLMs. Analysis of SKILL.md and _meta.json reveals no executable code, network requests, data exfiltration attempts, or malicious prompt injection instructions; the content is entirely aligned with its stated purpose of prompt engineering.
能力评估
Purpose & Capability
Name/description (Chinese prompt optimizer for Claude) align with SKILL.md: the file contains only explicit instructions to analyze and rewrite user prompts into a compact structured format. No unrelated capabilities, binaries, or credentials are requested.
Instruction Scope
SKILL.md limits the agent to analyzing user-provided prompts, classifying the scenario, assigning a role, and returning an optimized prompt plus claimed savings. It does not instruct reading files, accessing environment variables, calling external endpoints, or exfiltrating data. Error handling is limited to input validation.
Install Mechanism
No install specification or code files are present (instruction-only). This is the lowest-risk pattern—nothing is written to disk or downloaded.
Credentials
The skill declares no required environment variables, credentials, or config paths. That is proportionate for an instruction-only prompt optimizer. (Note: it claims to be for Claude users but does not request Claude keys—this is reasonable for a generic instruction helper.)
Persistence & Privilege
always is false and there is no install or configuration writing. The skill does not request persistent system-level presence or elevated privileges and does not modify other skills.
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-optimizer-chinese - 安装完成后，直接呼叫该 Skill 的名称或使用
/prompt-optimizer-chinese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
Initial release of prompt-optimizer-chinese.
- 专为 Claude 用户设计的提示词优化工具
- 内置开发者、作家、产品经理、设计师四大专业角色
- 自动识别场景并结构化优化提示词，节省约 30% Token
- 输出标准格式，提升 Claude 输出的精准度与效率
- 支持中英文自动识别与一致性
- 覆盖开发、写作、产品、设计等多种使用场景
元数据
常见问题
Prompt Optimizer Chinese 是什么？
专为 Claude 用户打造的提示词优化工具，节省 30% Token，内置 4 大角色预设，全场景自动结构化，降本提效. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 494 次。
如何安装 Prompt Optimizer Chinese？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prompt-optimizer-chinese」即可一键安装，无需额外配置。
Prompt Optimizer Chinese 是免费的吗？
是的，Prompt Optimizer Chinese 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Prompt Optimizer Chinese 支持哪些平台？
Prompt Optimizer Chinese 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 Optimizer Chinese？
由 whantt（@whantt）开发并维护，当前版本 v1.0.0。
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