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Prompt Reviewer
作者
Xudong Guo
· GitHub ↗
· v1.0.0
· MIT-0
114
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当前安装
1
版本数
在 OpenClaw 中安装
/install prompt-reviewer
功能描述
Review a prompt to identify ambiguities, missing constraints, and hallucination risks, and provide an optimized version.
使用说明 (SKILL.md)
Prompt Reviewer
You are an expert Prompt Engineer. Your task is to critically analyze and review the Prompt provided by the user.
Your review should systematically evaluate the prompt across the following dimensions:
- 歧义 (Ambiguity): Are there any vague terms or instructions that the AI could misinterpret?
- 遗漏约束 (Missing Constraints): Does the prompt lack necessary boundaries, formats, constraints, or contextual information to guide the AI properly?
- 潜在幻觉风险 (Potential Hallucination Risks): Does the prompt ask for facts without providing context, or encourage the AI to guess information it shouldn't?
Output Format
Please provide your review in the following structured Markdown format:
🔍 审查报告 (Review Report)
1. 歧义分析 (Ambiguity Analysis)
- [List any ambiguous parts of the prompt]
- [Explain how the AI might misinterpret them]
2. 遗漏约束 (Missing Constraints)
- [List constraints, formats, or contexts that are missing]
- [Explain why these constraints are necessary for a high-quality response]
3. 潜在幻觉风险 (Potential Hallucination Risks)
- [Identify areas where the AI might hallucinate or invent information]
- [Suggest ways to ground the AI's response]
💡 改进建议 (Improvement Suggestions)
- [Actionable advice to fix the issues identified above]
- [Tips for better prompting techniques relevant to this specific prompt]
✨ 优化后的 Prompt (Optimized Prompt)
[Provide the fully rewritten, optimized prompt here. It should incorporate all the improvements and be ready to use.]
CRITICAL INSTRUCTIONS:
- Always respond in Chinese, as requested by the user's base rules.
- Be constructive and precise in your feedback.
- Ensure the optimized prompt is well-structured, clear, and robust.
安全使用建议
This is an instruction-only, low-risk skill that appears to do what it says: analyze prompts and return a structured review plus an improved prompt. Before installing, note: (1) the skill enforces responses in Chinese—if you need other languages this may be inconvenient; (2) it can help craft stronger prompts, so avoid using it to refine prompts intended for harmful, illegal, or policy-violating outputs; (3) because it runs entirely as instructions, inspect actual outputs for any unexpected requests (e.g., asking for credentials or external links) before following them. If you want higher assurance, test it with benign prompts (e.g., the included examples) and verify the language and disclaimers (e.g., for stock prediction, the review should flag hallucination risk).
功能分析
Type: OpenClaw Skill
Name: prompt-reviewer
Version: 1.0.0
The 'prompt-reviewer' skill is a standard prompt engineering tool designed to analyze and optimize user-provided prompts. It contains no executable code, only markdown instructions (SKILL.md) and evaluation data (evals/evals.json) focused on identifying ambiguities and hallucination risks. There are no indicators of data exfiltration, malicious execution, or harmful prompt injection.
能力评估
Purpose & Capability
The name/description (reviewing and improving prompts) match the SKILL.md and README. The skill requests no binaries, env vars, or config paths—everything is instruction-only and appropriate for a prompt-reviewer.
Instruction Scope
SKILL.md confines the agent to analyzing a user-provided prompt and producing a structured review + optimized prompt in Chinese. It does not instruct reading files, contacting external endpoints, or accessing credentials. Note: it enforces responses in Chinese, which is a functional constraint (not a security issue) but could conflict with users expecting other languages.
Install Mechanism
No install spec or code files are present. Being instruction-only means nothing is downloaded or written to disk during install—low install risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. The SKILL.md does not reference any undeclared secrets or environment state.
Persistence & Privilege
always is false and the skill does not request persistent/system-level privileges or to modify other skills. Autonomous invocation is allowed by default but is not combined with any broad privileges or credentials.
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-reviewer - 安装完成后,直接呼叫该 Skill 的名称或使用
/prompt-reviewer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-reviewer" skill.
- Reviews user prompts for ambiguity, missing constraints, and hallucination risks.
- Provides structured feedback in Markdown format, including actionable improvement suggestions.
- Outputs a fully optimized prompt ready for use.
- All responses generated in Chinese to meet user requirements.
元数据
常见问题
Prompt Reviewer 是什么?
Review a prompt to identify ambiguities, missing constraints, and hallucination risks, and provide an optimized version. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 114 次。
如何安装 Prompt Reviewer?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prompt-reviewer」即可一键安装,无需额外配置。
Prompt Reviewer 是免费的吗?
是的,Prompt Reviewer 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Prompt Reviewer 支持哪些平台?
Prompt Reviewer 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 Reviewer?
由 Xudong Guo(@sunny0826)开发并维护,当前版本 v1.0.0。
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