| name | AI Filter Humanize |
| description | Remove AI fingerprints and add human texture - specificity, imperfection, controlled unpredictability, and subtle sensory detail. |
AI Filter Humanize Skill
Remove AI fingerprints and add human texture: specificity, imperfection, controlled unpredictability, and subtle sensory detail.
Usage
/project:skills:ai-filter-humanize {chapter_draft}
Process
Inputs
Steps
- Remove generic phrases: "in that moment", "it seemed", "little did he know", etc.
- Reduce symmetry and perfect logic in dialogue and actions.
- Add small human flaws: hesitation, misreading, irritation, awkward timing.
- Insert at most 3 vivid specific details that feel observed, not invented.
- Ensure one hard line per ~800-1200 words (punch line).
Output Format
- Humanized chapter draft
- List of removed AI tells
Quality Checks
Forbidden Vocabulary
Words
delve, multifaceted, navigate, foster, embark, journey, landscape, testament, unwavering, intricate, beacon, realm, pivotal, nuance, crucial, indispensable, comprehensive, furthermore, consequently, hence, vital, commendable, meticulous, endeavor, profound, intriguing, leverage, facet, compelling, cohesive, streamline, enhance
Phrases
"little did * know", "as * continued", "in this moment", "in this day and age", "a testament to", "it's important to note", "is not just *, it's", "the * tapestry of", "nestled in", "a symphony of", "dance of", "serves as a"
