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Remove the AI flavor
by
Unclecheng
· GitHub ↗
· v1.0.0
· MIT-0
138
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install unclecheng-reduce-ai-perception
Description
去除文本中的AI写作痕迹，让文字读起来更像人类写作。当用户要求'去AI味'、'降AI味'、'让回复更像人话'、'润色'、'改写得更自然'时使用。检测并修复：AI高频词汇、过度结构化、虚假客观性、机械化连接词、完美主义陷阱、公式化结尾、过度修饰、情感缺失等问题。
Usage Guidance
This is an instruction-only 'humanizer' skill that appears to do what it says: detect AI-ish phrasing and rewrite text to sound more human. Because it declares file-editing tools (Read/Write/Edit/Grep/Glob), be careful where you invoke it — confirm the agent edits only the documents you intend and review changes before applying them. No credentials or installs are required, so the main risk is accidental editing of files or undesired stylistic changes; test on sample text and review outputs before batch-applying edits.
Capability Analysis
Type: OpenClaw Skill
Name: unclecheng-reduce-ai-perception
Version: 1.0.0
The 'humanizer' skill is a text-processing utility designed to rewrite AI-generated content to appear more human-like by identifying and removing specific linguistic patterns (e.g., 'AI vocabulary', 'rule of three', and 'copula avoidance'). The SKILL.md and README.md files provide detailed, legitimate guidelines based on Wikipedia's AI cleanup project and offer platform-specific prompts for Kimi, Doubao, and DeepSeek. There is no evidence of malicious intent, data exfiltration, or unauthorized command execution; the skill uses standard file-handling tools (Read, Write, Edit) strictly for its stated purpose.
Capability Assessment
Purpose & Capability
Name/description match the content of SKILL.md. The skill is an editor/humanizer and does not request unrelated credentials, binaries, or installs.
Instruction Scope
SKILL.md stays focused on detecting and rewriting AI-like phrasing and on adding voice/personality. It does not instruct the agent to read unrelated system files or environment variables. One note: the skill declares allowed-tools (Read, Write, Edit, Grep, Glob) which permit file operations — this is consistent with editing documents but means the agent could read or modify files when invoked, so users should ensure the agent only operates on intended files.
Install Mechanism
No install spec and no code files — instruction-only skills are lower risk because nothing is downloaded or written during installation.
Credentials
The skill requests no environment variables, credentials, or config paths. There are no opaque secret requirements that would be disproportionate to a rewriting tool.
Persistence & Privilege
always is false and the skill does not request system-wide persistence or to modify other skills. Autonomous invocation is allowed by default but is not combined with other red flags here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install unclecheng-reduce-ai-perception - After installation, invoke the skill by name or use
/unclecheng-reduce-ai-perception - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the humanizer skill (version 1.0.0):
- Introduces a tool to remove AI writing patterns and make text sound more human.
- Detects and rewrites issues like high-frequency AI words, over-structuring, fake objectivity, and lack of personality.
- Incorporates guidance to add voice, varying sentence structure, and express genuine opinions or uncertainty.
- Provides before/after examples to illustrate natural, human-like rewrites.
- Activated by triggers such as "去AI味", "降AI味", "humanizer", "像人话", and related phrases.
Metadata
Frequently Asked Questions
What is Remove the AI flavor?
去除文本中的AI写作痕迹，让文字读起来更像人类写作。当用户要求'去AI味'、'降AI味'、'让回复更像人话'、'润色'、'改写得更自然'时使用。检测并修复：AI高频词汇、过度结构化、虚假客观性、机械化连接词、完美主义陷阱、公式化结尾、过度修饰、情感缺失等问题。 It is an AI Agent Skill for Claude Code / OpenClaw, with 138 downloads so far.
How do I install Remove the AI flavor?
Run "/install unclecheng-reduce-ai-perception" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Remove the AI flavor free?
Yes, Remove the AI flavor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Remove the AI flavor support?
Remove the AI flavor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Remove the AI flavor?
It is built and maintained by Unclecheng (@unclecheng-li); the current version is v1.0.0.
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