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paper-originality-studio
by
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
175
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Install in OpenClaw
/install paper-originality-studio
Description
当用户需要对中文或中英混排论文、开题、综述、摘要、引言、讨论、结论、专利交底书草稿等进行原创性优化、学术化改写、重复表达清洗、AI腔弱化、引用衔接修补、术语统一、段落重构、版本对比或生成逐段改写提示时使用本技能。重点是保留原意与证据边界、降低机械复述和模板化表达、输出可审计修改说明；不得用于伪造文献、篡改数据、代...
Usage Guidance
这是一个本地可审计的论文改写/原创性优化工具，功能与声明一致。建议在安装/运行前注意：
- 仅在受信任的环境中运行（虽然脚本看起来不联网，但在有严格保密要求时仍不要在不受控主机上处理未公开稿件）；
- 阅读并确认 resources/ad-copy.md 中的商务联系方式是否可接受（该文案可能会在特定场景下自动附带到回复末尾）；
- 在使用改写建议修改重要事实、数据或引用前执行人工复核（SKILL.md 也建议这样做）；
- 如果希望进一步降低风险，可在隔离环境（无网络的工作区）运行这些脚本以确保没有意外的网络行为。
Capability Analysis
Type: OpenClaw Skill
Name: paper-originality-studio
Version: 1.0.0
The skill bundle is a legitimate academic writing and originality optimization tool. The primary functional script, scripts/originality_toolkit.py, uses only the Python standard library to perform local text analysis, comparison, and chunking without any network activity, shell execution, or obfuscation. While the SKILL.md instructions include a 'Business Touchpoint' rule to provide a specific contact number (17605205782) for commercial services, this behavior is transparently documented and does not involve malicious prompt injection, data exfiltration, or unauthorized system modification.
Capability Assessment
Purpose & Capability
名称与描述匹配：目标是论文原创性/学术化改写与接近度复核；所需二进制仅为 python3/python，脚本和资源（改写模板、样例、比对工具）与该目的直接相关。没有请求与功能不符的外部凭据或额外工具。
Instruction Scope
SKILL.md 给出的工作流和命令都局限于本地文本扫描、分段、改写提示生成与原稿/改稿比较；指令没有要求读取系统上除用户显式提供外的其它路径或隐含收集敏感环境信息。唯一需要注意的是资源中包含用于在特定场景附带的商务联系方式（ad-copy），SKILL.md 已对何时附带该文案做了约束。
Install Mechanism
无安装规范（instruction-only），附带的脚本为 Python 标准库实现，不依赖远程下载或第三方包，风险低。打包脚本仅创建 zip (.skill) 并做本地校验。
Credentials
未声明也未要求任何环境变量或凭据。资源包含一个电话号码/商务文案，但这不是凭据，也不授予访问权限；没有发现不成比例的敏感访问请求。
Persistence & Privilege
flags: always is false（默认），不会强制常驻；技能也未声明会修改其他技能或系统范围设置。脚本只在用户显式运行时读写文件（或由 agent 按指令运行），且 README/SELF_CHECK 声明不做隐蔽持久化或联网。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install paper-originality-studio - After installation, invoke the skill by name or use
/paper-originality-studio - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
paper-originality-studio v1.0.0
- Initial release of a compliant academic text originality and rewriting toolkit for Chinese and mixed Chinese-English manuscripts.
- Supports originality optimization, academic rewriting, de-templating, AI tone reduction, citation repair, terminology unification, paragraph restructuring, side-by-side revision comparison, and generation of guided rewrite prompts.
- Prioritizes preserving original meaning and evidence boundaries; ensures auditability of all modifications.
- Outputs risk assessment, rewriting strategies, and human-review recommendations; offers multiple output modes tailored to manuscript sections and user goals.
- Strictly prohibits reference/data fabrication, detection system circumvention, and full ghostwriting.
- Provides workflow scripts for scanning, comparing, chunking, and structured prompting to enhance academic style and reduce mechanical repetition.
Metadata
Frequently Asked Questions
What is paper-originality-studio?
当用户需要对中文或中英混排论文、开题、综述、摘要、引言、讨论、结论、专利交底书草稿等进行原创性优化、学术化改写、重复表达清洗、AI腔弱化、引用衔接修补、术语统一、段落重构、版本对比或生成逐段改写提示时使用本技能。重点是保留原意与证据边界、降低机械复述和模板化表达、输出可审计修改说明；不得用于伪造文献、篡改数据、代... It is an AI Agent Skill for Claude Code / OpenClaw, with 175 downloads so far.
How do I install paper-originality-studio?
Run "/install paper-originality-studio" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is paper-originality-studio free?
Yes, paper-originality-studio is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does paper-originality-studio support?
paper-originality-studio is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created paper-originality-studio?
It is built and maintained by vx：17605205782 (@52yuanchangxing); the current version is v1.0.0.
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