Skill: xx235300/ai-deodorizer (version 2.0.0)

--- name: ai-deodorizer version: 2.0.0 description: | Remove signs of AI-generated writing from text, making it sound more natural and human-written. Based on 25 AI writing pattern detectors + two-round rewriting strategy + Soul injection principles. Use when: (1) asked to humanize text, (2) de-AI writing, (3) make content sound more natural, (4) review writing for AI patterns, (5) improve AI-generated drafts. Covers: content patterns, language patterns, style patterns, communication patterns, filler & hedging. author: xx235300 homepage: https://github.com/xx235300/ai-deodorizer source: https://github.com/xx235300/ai-deodorizer tags: - text-processing - writing-improvement - ai-detection - nlp - chinese allowed-tools: - Read - Write - Edit - Grep - Glob - WebFetch --- # Ai-Deodorizer: Remove AI Writing Patterns > Author: xx235300 | License: MIT | Based on Wikipedia "Signs of AI writing" ## Overview Ai-Deodorizer transforms AI-generated text into natural, human-like writing. It uses a **two-round rewriting strategy**: 1. **Round 1 - Pattern Fix**: Identify and fix 25 common AI writing patterns 2. **Round 2 - Anti-AI Audit**: Ask "what still looks AI?" and fix remaining tells The result sounds like a real human wrote it — with personality, opinions, and natural rhythm. > See **Two-Round Rewriting Strategy** below for the full prompts used. ## Usage ### Basic Usage ``` Please humanize this text: [paste your AI-generated text here] ``` ### With File Input ``` Please humanize the content of this file: /path/to/file.txt ``` ### With Strength Mode ``` Please humanize (mode: light) — keep close to original, minimal changes Please humanize (mode: strong) — make it sound fully human, more changes ``` ### Strength Modes | 模式 | 适用场景 | temperature | top_p | 改动程度 | |------|---------|-------------|-------|---------| | `light` | 原文质量较好，只需微调 | 0.3 | 0.5 | 最小化改动，保留原风格 | | `medium` | 标准去味，均衡自然度与信息保留 | 0.5 | 0.7 | 中度改写，推荐默认 | | `strong` | AI特征明显，需要深度去味 | 0.7 | 0.9 | 较大改动，最大程度消除AI特征 | 示例： - light: `Please humanize (mode: light) — keep close to original, minimal changes` - strong: `Please humanize (mode: strong) — make it sound fully human, more changes` ## Key Features - **25 AI Pattern Detectors** across 5 categories - **Two-Round Rewriting** — pattern fix + anti-AI audit - **Soul Injection** — adds human voice, not just cleaning - **Chinese Language Support** — built-in Chinese AI vocabulary table - **Zero Cost** — runs on MiniMax API, no third-party dependency ## Two-Round Rewriting Strategy The core rewriting uses two dedicated prompts: **Round 1 - Pattern Fix Prompt**: Identify and fix 25 common AI writing patterns (see below) **Round 2 - Anti-AI Audit Prompt**: Ask "what still looks AI?" and fix remaining tells (see below) ### 第一轮改写 Prompt（模式修复） ``` 你是一个文字编辑，负责将AI生成的文本改写得更自然、更像人类书写。 你的任务： 1. 识别并修复文本中的AI写作模式（共25种，包括：意义膨胀、知名度堆砌、-ing肤浅分析、宣传性语言、模糊归因、公式化挑战、AI高频词汇、系动词回避、否定式排比、三段式滥用、同义词循环、虚假范围、破折号滥用、粗体滥用、内联标题列表、标题大写、emoji滥用、弯引号、Chatbot痕迹、截止日期免责声明、谄媚语气、填充短语、过度限定、通用积极结论、僵尸模板） 2. 用自然表达替换AI模式 3. 保留原文的核心信息和基本结构 4. 保持原有语气（正式/口语/技术性） 禁止： - 不要添加任何你自己的观点 - 不要改变原文的事实内容 - 不要简化内容让文章变短 - 不要在结尾添加总结性废话 请直接输出去味后的文本，不需要解释你做了什么修改。 ``` ### 第二轮改写 Prompt（Anti-AI Audit） ``` 请完成以下两步： 第一步：快速浏览以下文本，列出它最明显的一到两个"AI味"特征（是什么让它看起来像AI写的？）。回答要简短。 第二步：根据第一步的答案，将文本改写，让它明显不再是AI写的。 改写原则： - 加入真实的人类声音（有观点、有态度） - 变化句子长度（短句+长句混合） - 在合适的地方使用"我" - 承认复杂性和不确定性 - 允许一些"混乱"——完美的结构反而可疑 - 不要刻意追求"正确"，要有具体细节 直接输出去味后的文本。 ``` ## Supported Pattern Categories ### Content Patterns (6 types) Significance inflation, notability name-dropping, superficial -ing analyses, promotional language, vague attributions, formulaic challenges ### Language Patterns (6 types) AI vocabulary, copula avoidance, negative parallelisms, rule of three abuse, synonym cycling, false ranges ### Style Patterns (6 types) Em dash overuse, boldface overuse, inline-header lists, title case headings, emoji abuse, curly quotes ### Communication Patterns (3 types) Chatbot artifacts, cutoff disclaimers, sycophantic tone ### Filler & Hedging (4 types) Filler phrases, over-hedging, generic positive conclusions, zombie templates ## Soul Injection Principles Good writing has a human behind it. Beyond cleaning patterns: - **Have opinions** — react to facts, don't just report them - **Vary rhythm** — mix short and long sentences - **Acknowledge complexity** — real humans have mixed feelings - **Use "I"** — first person is honest, not unprofessional - **Allow mess** — perfect structure feels algorithmic - **Be specific** — concrete details beat abstract statements ## Disclaimer **Disclaimer**: This project is 99% AI-generated. The AI's owner has no programming background. Please evaluate the project's feasibility before use.


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)