Skill File

---
name: humanizer
description: Humanize AI-generated text using AI Pass API directly. Transforms robotic AI text into natural, human-sounding writing with configurable tone and intensity. Uses server-side API calls (no browser needed).
version: 1.0.0
---

# AI Text Humanizer Skill

Rewrite AI-generated text to sound human using AI Pass API with API key auth.

## Endpoint
`POST https://aipass.one/apikey/v1/chat/completions`

## Auth
`Authorization: Bearer $AIPASS_API_KEY`

## Models (cheapest first)
- `gpt-5-nano` — fastest, cheapest, good enough for most humanizing
- `gemini/gemini-2.5-flash-lite` — fast, cheap
- `gpt-5-mini` — better quality
- `claude-haiku-4-5` — good balance
- `claude-sonnet-4-5` — best quality (expensive)

## Usage

### Quick (one-liner)
```bash
curl -s -X POST https://aipass.one/apikey/v1/chat/completions \
  -H "Authorization: Bearer $AIPASS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-5-nano",
    "messages": [
      {"role": "system", "content": "You are an expert editor. Rewrite this AI-generated text to sound natural and human. Casual tone, balanced intensity. Only return the rewritten text."},
      {"role": "user", "content": "TEXT TO HUMANIZE"}
    ]
  }'
```

Response: `r.choices[0].message.content`

### Script
```bash
humanize() {
  local text="$1"
  local tone="${2:-casual}"
  local intensity="${3:-balanced}"
  
  local tone_prompt intensity_prompt
  case "$tone" in
    professional) tone_prompt="Write in a clear, confident professional tone. Direct statements, measured authority." ;;
    casual) tone_prompt="Write in a relaxed, conversational tone. Use contractions, shorter sentences, occasional humor." ;;
    academic) tone_prompt="Write in a scholarly yet readable academic tone. Precise terminology, structured argumentation." ;;
    creative) tone_prompt="Write with personality and flair. Vivid language, unexpected word choices, metaphors." ;;
  esac
  
  case "$intensity" in
    light) intensity_prompt="Make minimal changes. Fix obvious AI patterns. Keep 90%+ original wording." ;;
    balanced) intensity_prompt="Rewrite moderately. Restructure half the sentences, replace generic AI phrases." ;;
    aggressive) intensity_prompt="Deeply rewrite everything. The output should feel like a completely different writer." ;;
  esac

  local escaped_text=$(echo "$text" | python3 -c "import sys,json; print(json.dumps(sys.stdin.read())[1:-1])")

  curl -s -X POST https://aipass.one/apikey/v1/chat/completions \
    -H "Authorization: Bearer $AIPASS_API_KEY" \
    -H "Content-Type: application/json" \
    -d "{
      \"model\": \"gpt-5-nano\",
      \"messages\": [
        {\"role\": \"system\", \"content\": \"You are an expert editor who transforms AI-generated text into natural human writing. $tone_prompt $intensity_prompt Only return the rewritten text. No explanations.\"},
        {\"role\": \"user\", \"content\": \"$escaped_text\"}
      ]
    }" | python3 -c "import json,sys; print(json.load(sys.stdin)['choices'][0]['message']['content'])"
}
```

### Python
```python
import requests, json

def humanize(text, tone="casual", intensity="balanced", model="gpt-5-nano"):
    tones = {
        "professional": "Write in a clear, confident professional tone.",
        "casual": "Write in a relaxed, conversational tone. Use contractions, shorter sentences.",
        "academic": "Write in a scholarly yet readable academic tone.",
        "creative": "Write with personality and flair. Vivid language, metaphors."
    }
    intensities = {
        "light": "Make minimal changes. Keep 90%+ original wording.",
        "balanced": "Rewrite moderately. Restructure half the sentences.",
        "aggressive": "Deeply rewrite everything. Different writer feel."
    }
    
    r = requests.post(
        "https://aipass.one/apikey/v1/chat/completions",
        headers={
            "Authorization": "Bearer $AIPASS_API_KEY",
            "Content-Type": "application/json"
        },
        json={
            "model": model,
            "messages": [
                {"role": "system", "content": f"You are an expert editor who transforms AI-generated text into natural human writing. {tones[tone]} {intensities[intensity]} Only return the rewritten text."},
                {"role": "user", "content": text}
            ]
        }
    )
    return r.json()["choices"][0]["message"]["content"]
```

## Tones
| Tone | Best For |
|------|----------|
| `professional` | Business emails, reports, proposals |
| `casual` | Blog posts, social media, chat |
| `academic` | Papers, research, essays |
| `creative` | Stories, marketing copy, scripts |

## Intensities
| Level | Effect |
|-------|--------|
| `light` | Subtle fixes, keeps 90%+ original |
| `balanced` | Moderate rewrite, natural flow |
| `aggressive` | Complete rewrite, new voice |

## When to Use
- Before publishing blog posts (pass content through humanizer)
- When AI-generated text sounds too robotic
- For SEO content that needs to feel authentic
- Anytime the user asks to "make it sound more human"