Remove AI writing patterns from text
stop-slopskillsetup L1★0
VRConservation/fba-guide ↗What it does
Remove predictable AI writing patterns from prose
Best for
Cleaning published or client-facing prose when writer defaults to AI-like patterns (em-dashes, vague declaratives, binary contrasts, narrator voice).
Inputs
- · draft text
Outputs
- · clean prose (no throat-clearing, passive voice, inanimate subjects, adverbs, false urgency)
Preconditions
Author willing to cut filler and trust reader comprehension
Failure modes
Over-cutting removes necessary nuance; specificity hunt finds no specificity to add (text already concrete); rhythm rules conflict with technical precision
Trust signals
- · Specific filler phrases and structures listed in references/phrases.md and references/structures.md
- · Scoring rubric (Directness, Rhythm, Trust, Authenticity, Density) quantifies prose quality on 1-10 scale
- · Author Hardik Pandya (hvpandya.com) documented examples with before/after transformations