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Scientific and Technological Novelty Search Report Review
by
charliegates309-oss
· GitHub ↗
· v1.0.0
· MIT-0
271
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Install in OpenClaw
/install novelty-report-review
Description
根据《科技查新技术规范》对科技查新报告进行专业审核，按"只报问题"原则逐步检查查新点理解、检索词与中英文翻译、检索式构造、文献筛选合理性，最终仅输出需要注意和优化改进的事项。适用于用户提到"科技查新报告""查新报告审核""报告质量审查"等场景。
Usage Guidance
该技能总体上与其宣称用途一致，属于说明型（instruction-only）技能。安装前/使用前请注意：1) 上传的 .doc/.docx 将被技能读取并解析，避免在待审核文档中包含不必要的敏感信息或凭证；2) 若环境中没有 python-docx、textract 或 antiword，技能的回退解析命令将失败——在这情况下请将报告另存为 PDF 或纯文本后重试；3) 技能指令建议通过 Shell 运行带有文件路径的 python -c 命令，若平台或代理在替换文件路径时不对输入进行适当转义，可能存在命令注入风险；选择可信环境或将文件路径以安全 API/工具方式传递可以降低风险；4) 如需更高安全性，可在上传前对报告去除敏感段落或仅提供与查新点相关的摘录；5) 若你希望技能在无法本地解析时自动安装依赖，应谨慎——当前技能没有自动安装步骤，因此不会在后台下载代码。总体建议：在受控环境下使用，优先上传 PDF/纯文本或经脱敏的报告。
Capability Analysis
Type: OpenClaw Skill
Name: novelty-report-review
Version: 1.0.0
The skill is designed to audit technology novelty reports and includes a fallback mechanism in SKILL.md that uses a shell command to execute Python code for parsing .docx files. While this capability is directly related to the stated purpose of reading user-provided documents, the use of shell execution for file processing introduces a potential risk of command injection if the file path is not properly handled, which qualifies as a high-risk behavior without clear malicious intent.
Capability Assessment
Purpose & Capability
技能标题与描述是对科技查新报告进行规范化审核；所述运行步骤（读取用户提供的 .doc/.docx，检查检索词、检索式、文献与结论）与目的直接相关，未请求与用途不符的资源或凭证。
Instruction Scope
SKILL.md 明确要求读取用户提供的报告并按步骤逐项审核，这是合理且与目的对齐。但指令包含使用 Shell 工具执行 python -c 片段并调用 python-docx / textract / antiword 等库或工具以提取文档文本——这是合理的回退方案，但带来两点注意事项：1) 该命令依赖运行时已有相应 Python 库/二进制，若不存在会失败；2) 在通过 Shell 直接插入未消毒的文件路径时存在命令/参数注入的常见风险（取决于代理/工具如何转义参数）。SKILL.md 其余部分限定了只读取用户提供的报告，不要求访问其它系统路径或网络外发，因此总体范围清晰。
Install Mechanism
无 install 规范（instruction-only），因此不会在安装阶段从不受信任的 URL 下载或写入磁盘——这是低风险的安装模型。
Credentials
未声明任何环境变量、凭证或外部服务访问权限。技能只处理用户提供的文档，并没有不成比例地请求敏感凭据或配置路径。
Persistence & Privilege
技能未设置 always:true，未请求修改其他技能或系统配置，也不要求长期驻留权限。允许模型自主调用（平台默认）并不构成额外风险单独判定。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install novelty-report-review - After installation, invoke the skill by name or use
/novelty-report-review - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Provides systematic, standards-aligned review for technology novelty reports.
- Audits reports strictly following GB/T "科技查新技术规范".
- Reviews understanding of novelty points, search terms (including C-E translation), search strategy, literature selection, and conclusions.
- Follows a "problems only" principle: only outputs detected issues and actionable recommendations, omitting compliant content.
- Outputs a structured audit report, highlighting priority fixes and supplying alternative language or methods where needed.
- Includes fallback extraction methods for problematic Word files and clear instructions for users to re-upload in other formats if needed.
Metadata
Frequently Asked Questions
What is Scientific and Technological Novelty Search Report Review?
根据《科技查新技术规范》对科技查新报告进行专业审核，按"只报问题"原则逐步检查查新点理解、检索词与中英文翻译、检索式构造、文献筛选合理性，最终仅输出需要注意和优化改进的事项。适用于用户提到"科技查新报告""查新报告审核""报告质量审查"等场景。 It is an AI Agent Skill for Claude Code / OpenClaw, with 271 downloads so far.
How do I install Scientific and Technological Novelty Search Report Review?
Run "/install novelty-report-review" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scientific and Technological Novelty Search Report Review free?
Yes, Scientific and Technological Novelty Search Report Review is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scientific and Technological Novelty Search Report Review support?
Scientific and Technological Novelty Search Report Review is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scientific and Technological Novelty Search Report Review?
It is built and maintained by charliegates309-oss (@charliegates309-oss); the current version is v1.0.0.
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