de-ai-ify
Remove AI-generated jargon and restore human voice to text
Best use case
de-ai-ify is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Remove AI-generated jargon and restore human voice to text
Teams using de-ai-ify should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/de-ai-ify/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How de-ai-ify Compares
| Feature / Agent | de-ai-ify | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Remove AI-generated jargon and restore human voice to text
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# De-AI-ify Text Remove AI-generated patterns and restore natural human voice to your writing. ## Usage ``` /de-ai-ify <file_path> ``` ## What Gets Removed ### 1. Overused Transitions - "Moreover," "Furthermore," "Additionally," "Nevertheless" - Excessive "However" usage - "While X, Y" openings ### 2. AI Cliches - "In today's fast-paced world" - "Let's dive deep" - "Unlock your potential" - "Harness the power of" ### 3. Hedging Language - "It's important to note" - "It's worth mentioning" - Vague quantifiers: "various," "numerous," "myriad" ### 4. Corporate Buzzwords - "utilize" → "use" - "facilitate" → "help" - "optimize" → "improve" - "leverage" → "use" ### 5. Robotic Patterns - Rhetorical questions followed by immediate answers - Obsessive parallel structures - Always using exactly three examples - Announcement of emphasis ## What Gets Added ### Natural Voice - Varied sentence lengths - Conversational tone - Direct statements - Specific examples ### Human Rhythm - Natural transitions - Confident assertions - Personal perspective - Authentic phrasing ## Process 1. **Read original file** 2. **Create copy with "-HUMAN" suffix** 3. **Apply de-AI-ification** 4. **Provide change log** ## Output You'll get: - A new file with natural human voice - Change log showing what was fixed - List of places needing specific examples ## Example Transformations **Before (AI):** "In today's rapidly evolving digital landscape, it's crucial to understand that leveraging AI effectively isn't just about utilizing cutting-edge technology—it's about harnessing its transformative potential to unlock unprecedented opportunities." **After (Human):** "AI works best when you use it for specific tasks. Focus on what it does well: writing code, analyzing data, and answering questions."
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