# Unslop

> Edit prose to remove filler, canned phrasing, and unnecessary jargon while preserving the author's meaning and voice.

- Skill: `shiwenbin1617/unslop` (Agent Skill)
- Install (CLI): `npx skillmds@latest add shiwenbin1617/unslop`
- Raw SKILL.md: https://api.skillmd.com/api/skills/shiwenbin1617/unslop/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: shiwenbin1617 (https://skillmd.com/u/shiwenbin1617)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/shiwenbin1617/unslop

---


# Unslop

Write plainly for the intended reader. Preserve technical meaning, necessary qualifications, quotations, and the author's voice.

- State the point directly with concrete nouns and verbs.
- Remove praise, promotional language, repeated conclusions, and claims without evidence.
- Replace canned contrasts and abstract jargon when simpler wording says the same thing.
- Split sentences that require rereading. Use lists and emphasis when they help readers compare or scan.
- Match certainty to evidence. Do not add opinions, personality, or deliberate messiness merely to sound human.

Edit the requested prose in place. Ordinary replies do not need a separate audit, banned-word checklist, or commentary about the writing process.