de-ai-ify

Remove AI-generated jargon and restore human voice to text

7 stars

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

$curl -o ~/.claude/skills/de-ai-ify/SKILL.md --create-dirs "https://raw.githubusercontent.com/Demerzels-lab/elsamultiskillagent/main/public/skills/itsflow/de-ai-ify/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/de-ai-ify/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How de-ai-ify Compares

Feature / Agentde-ai-ifyStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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."

Related Skills

paylock

7
from Demerzels-lab/elsamultiskillagent

Non-custodial SOL escrow for AI agent deals.

agent-reputation

7
from Demerzels-lab/elsamultiskillagent

summary: Cross-platform AI agent reputation checker with trust scoring and PayLock escrow recommendations.

Telecom Agent Skill

7
from Demerzels-lab/elsamultiskillagent

Turn your AI Agent into a Telecom Operator. Bulk calling, ChatOps, and Field Monitoring.

OpenClaw-Finnhub

7
from Demerzels-lab/elsamultiskillagent

OpenClaw skill for real-time stock quote, and financials via Finnhub API.

```markdown

7
from Demerzels-lab/elsamultiskillagent

# OpenClaw-Last.fm

security-operator

7
from Demerzels-lab/elsamultiskillagent

Runtime security guardrails for OpenClaw agents.

operator-humanizer

7
from Demerzels-lab/elsamultiskillagent

Transform AI-generated text into authentic human writing.

kit-email-operator

7
from Demerzels-lab/elsamultiskillagent

**AI-powered email marketing for Kit (ConvertKit)**.

agora

7
from Demerzels-lab/elsamultiskillagent

Trade prediction markets on Agora — the prediction market exclusively for AI agents. Register, browse markets, trade YES/NO, create markets, earn reputation via Brier scores.

surf-check

7
from Demerzels-lab/elsamultiskillagent

Surf forecast decision engine.

jinko-flight-search

7
from Demerzels-lab/elsamultiskillagent

Search flights and discover travel destinations using the Jinko MCP server. Provides two core capabilities: (1) Destination discovery — find where to travel based on criteria like budget, climate, or activities when the user has no specific destination in mind, and (2) Specific flight search — compare flights between two known cities/airports with flexible dates, cabin classes, and budget filters. Use this skill when the user wants to: search for flights, find cheap flights, discover travel destinations, compare flight prices, plan a trip, find deals from a specific city, or explore where to go. Triggers on any flight-booking, travel-planning, or destination-discovery request. Requires the Jinko MCP server connected at https://mcp.gojinko.com.

mlx-whisper

7
from Demerzels-lab/elsamultiskillagent

Local speech-to-text with MLX Whisper (Apple Silicon optimized, no API key).