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自然中文协议 (Natural Chinese Protocol)
by
garden.cosmos
· GitHub ↗
· v1.0.1
· MIT-0
106
Downloads
0
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0
Active Installs
2
Versions
Install in OpenClaw
/install natural-chinese-protocol
Description
专业处理通用中文文本，识别并消除AI生成痕迹，确保表达自然流畅且符合人类写作习惯。
Usage Guidance
This skill is an instruction-only rewriting protocol: technically coherent and low-risk (no installs or secrets). Before using, consider the ethical/legal implications: it is explicitly designed to remove markers of AI generation and could be used to evade disclosure or detection policies—avoid using it to conceal prohibited content or to misrepresent authorship. If you plan to process sensitive data, remember the text you submit will be transformed by the agent; review outputs before publication. Otherwise, from a security/coherence standpoint it's fine to enable.
Capability Analysis
Type: OpenClaw Skill
Name: natural-chinese-protocol
Version: 1.0.1
The skill bundle is a purely linguistic framework designed to help an AI agent rewrite Chinese text to sound more natural and less like machine-generated output. The files (SKILL.md and README.md) contain stylistic guidelines and persona instructions for text editing without any executable code, system-level commands, network access, or requests for sensitive data.
Capability Assessment
Purpose & Capability
Name/description (remove AI traces in Chinese copy) aligns with the SKILL.md: all guidance is about detecting/generating human-like Chinese phrasing. No unrelated credentials, binaries, or install steps are requested.
Instruction Scope
SKILL.md is an instruction-only policy telling the agent how to rewrite input text. It does not instruct reading arbitrary local files, accessing environment variables, or contacting external endpoints; scope stays within rewriting text supplied to the agent.
Install Mechanism
No install spec and no code files. Nothing is downloaded or written to disk—lowest-risk installation profile.
Credentials
The skill requires no environment variables, credentials, or config paths. Requested access is proportionate (none) to the stated purpose.
Persistence & Privilege
always:false and default invocation settings. The skill does not request persistent presence or modification of other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install natural-chinese-protocol - After installation, invoke the skill by name or use
/natural-chinese-protocol - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
更新了Skill.md 文档格式。
v1.0.0
- 首次发布「自然中文协议」文档，规范如何对中文文本进行去AI痕迹编辑。
- 详细分解内容、语言、格式三大类AI生成常见问题及对应自然表达优化方法。
- 提供逐条模式诊断列表（如宏大叙事、对称排比、确信感泛滥、显性连词等），配合实例分析和推荐写法。
- 明确标准流程：界定使用场景、特征扫描、自然重写、最终校验。
- 包含完整优化案例与改动说明，帮助理解和上手操作。
Metadata
Frequently Asked Questions
What is 自然中文协议 (Natural Chinese Protocol)?
专业处理通用中文文本，识别并消除AI生成痕迹，确保表达自然流畅且符合人类写作习惯。 It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install 自然中文协议 (Natural Chinese Protocol)?
Run "/install natural-chinese-protocol" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 自然中文协议 (Natural Chinese Protocol) free?
Yes, 自然中文协议 (Natural Chinese Protocol) is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 自然中文协议 (Natural Chinese Protocol) support?
自然中文协议 (Natural Chinese Protocol) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 自然中文协议 (Natural Chinese Protocol)?
It is built and maintained by garden.cosmos (@garden-cosmos); the current version is v1.0.1.
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