unslop-text - Remove AI writing cues while preserving voice
Removes cited AI-writing cues, establishes a deliberate voice when needed, and preserves intentional style choices without prescribing a house style.
Tags
Updated: 2026-09-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Remove cited AI writing cues
- Establish a deliberate register
- Anchor voice to a speaker
- Define claims and structure
- Scan prose for tell signals
- Report ranked findings and fixes
- Preserve intentional style choices
- Revise prose after auditing
Inputs
- Source prose
- Prose file paths
- Writing brief
- Voice sample
- Intentional-style instructions
- Ignore directives
Outputs
- Revised prose
- Scan findings
- Slop score
- Signal density
- Machine-readable audit report
Requirements
- Python 3 runtime
- Supported text file formats