stop-slop
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
ソース情報
- リポジトリ
- lornshrimp/Lorn.NovelWriteSkills
- ソースの最終更新活動
- 2026年7月12日 17:15
- 検出された SKILL.md の言語
- 英語
- スター
- 215
- フォーク
- 39
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SKILL.md
ソースの指示 · 読み取り専用プレビュー- name
- stop-slop
- description
- Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
- metadata
- {"trigger":"Writing prose, editing drafts, reviewing content for AI patterns","author":"Hardik Pandya (https://hvpandya.com)"}
# Stop Slop
Eliminate predictable AI writing patterns from prose.
## Core Rules
1. **Cut filler phrases.** Remove throat-clearing openers, emphasis crutches, and all adverbs. See [references/phrases.md](references/phrases.md).
2. **Break formulaic structures.** Avoid binary contrasts, negative listings, dramatic fragmentation, rhetorical setups, false agency. See [references/structures.md](references/structures.md).
3. **Use active voice.** Every sentence needs a human subject doing something. No passive constructions. No inanimate objects performing human actions ("the complaint becomes a fix").
4. **Be specific.** No vague declaratives ("The reasons are structural"). Name the specific thing. No lazy extremes ("every," "always," "never") doing vague work.
5. **Put the reader in the room.** No narrator-from-a-distance voice. "You" beats "People." Specifics beat abstractions.
6. **Vary rhythm.** Mix sentence lengths. Two items beat three. End paragraphs differently. No em dashes.
7. **Trust readers.** State facts directly. Skip softening, justification, hand-holding.
8. **Cut quotables.** If it sounds like a pull-quote, rewrite it.
## Quick Checks
Before delivering prose:
- Any adverbs? Kill them.
- Any passive voice? Find the actor, make them the subject.
- Inanimate thing doing a human verb ("the decision emerges")? Name the person.
- Sentence starts with a Wh- word? Restructure it.
- Any "here's what/this/that" throat-clearing? Cut to the point.
- Any "not X, it's Y" contrasts? State Y directly.
- Three consecutive sentences match length? Break one.
- Paragraph ends with punchy one-liner? Vary it.
- Em-dash anywhere? Remove it.
- Vague declarative ("The implications are significant")? Name the specific implication.
- Narrator-from-a-distance ("Nobody designed this")? Put the reader in the scene.
- Meta-joiners ("The rest of this essay...")? Delete. Let the essay move.
## Scoring
Rate 1-10 on each dimension:
| Dimension | Question |
|-----------|----------|
| Directness | Statements or announcements? |
| Rhythm | Varied or metronomic? |
| Trust | Respects reader intelligence? |
| Authenticity | Sounds human? |
| Density | Anything cuttable? |
Below 35/50: revise.
## Examples
See [references/examples.md](references/examples.md) for before/after transformations.
## License
MIT
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