القائمة
Detect AI-generated writing patterns (slop). Scans for banned phrases, structural tells, and scoring.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/aplaceforallmystuff/minervia-starter-kit --skill antislopيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
Use when about to claim work is complete, fixed, or passing. Requires running verification commands and confirming output before making any success claims. Evidence before assertions, always.
Use when encountering any bug, test failure, or unexpected behavior. Requires root cause investigation before proposing fixes.
Analyze existing skills, agents, commands before creating new ones. Prevents duplicates and suggests alternatives.
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | antislop |
| description | Detect AI-generated writing patterns (slop). Scans for banned phrases, structural tells, and scoring. |
| use_when | User wants to detect AI slop in content, audit a draft for AI patterns, check writing authenticity, or review AI-generated output before publishing. |
| user-invocable | true |
| tools | ["Read"] |
Detects AI-generated writing patterns so you can fix them. Based on research from Wikipedia's Signs of AI Writing, Finnish academic studies, and Georgia Tech analysis of 168M+ articles.
The Horoscope Test:
"Could anyone have written this, for anyone?"
If yes, it's slop. Like a horoscope — technically applicable to everyone, resonant with no one.
What fails:
What passes:
/antislop
[paste your text here]
Or: "check this for AI slop", "run antislop on this draft"
These phrases are so strongly associated with AI that their presence alone suggests unedited output.
| Pattern | Example | Fix |
|---|---|---|
| Delve | "Let's delve into..." | Remove or replace with direct statement |
| Game-changer | "This game-changing approach..." | Describe the actual impact |
| Revolutionary | "A revolutionary new method..." | State what it actually does |
| Unlock potential | "Unlock your potential..." | Remove entirely |
| Leverage (as verb) | "Leverage these insights..." | "Use" |
| It's worth noting | "It's worth noting that..." | Just state the thing |
| Moreover/Furthermore | "Moreover, this approach..." | Remove or use "Also" |
| Today's digital landscape | "In today's digital landscape..." | Remove |
| Cutting-edge | "Cutting-edge solutions..." | Remove |
| Pivotal moment | "Marking a pivotal moment in..." | State what happened |
| Tapestry (abstract) | "A rich tapestry of influences..." | Remove or be specific |
| Intricate/intricacies | "The intricacies of..." | "Details of" or remove |
| Showcase (as verb) | "Showcasing their commitment..." | "Shows" or describe what happened |
| Vibrant | "A vibrant community of..." | Remove or use specific detail |
| Interplay | "The interplay between X and Y..." | "How X and Y affect each other" |
| Garner | "Garnering attention from..." | "Got attention from" or be specific |
| Align with | "Aligning with broader trends..." | State the actual relationship |
| Paradigm shift | "A paradigm shift in..." | Describe the actual change |
| Seamlessly | "Seamlessly integrates..." | Remove or describe how it works |
| Navigate (abstract) | "Navigate the complexities..." | Remove or be specific |
Research evidence:
| Pattern | Example | Fix |
|---|---|---|
| Here's the thing | Used repeatedly | Keep first, vary subsequent |
| At the end of the day | "At the end of the day..." | Remove |
| The bottom line | "The bottom line is..." | Just state it |
| Let's dive in | "Without further ado, let's dive in" | Remove |
| Comprehensive and thorough | Paired adjectives | Pick one |
| In this post, we'll cover | Template opening | Remove |
Three or more consecutive short declarative sentences in parallel structure. AI's version of bullets pretending to be prose.
Before:
The model is impressive. Complex code ships fast. Documentation writes itself.
After:
The model is impressive — complex code ships in a single session, and documentation practically writes itself.
Before:
This isn't theoretical. It's practical. It's not about X. It's about Y.
After:
Here's how it works in practice: [just state what it is]
Every sentence 10-15 words. Short. Punchy. Exhausting. Real writing has rhythm — mix short sentences for impact with longer ones that explore implications.
"🎯 Goal / 💡 Key Insight / ✅ Action Item"
Remove emojis from headers. They signal AI-generated structure.
| Pattern | Before | After |
|---|---|---|
| Significance inflation | "marking a pivotal moment in the evolution of..." | "was established in 1989" |
| Promotional language | "nestled within the breathtaking region" | "is a town in the Gonder region" |
| Vague attributions | "Experts believe it plays a crucial role" | "according to a 2019 survey by..." |
| Chatbot artifacts | "I hope this helps! Let me know if..." | Remove entirely |
| Sycophantic tone | "Great question!" | Respond directly |
| Pattern Type | Points |
|---|---|
| Each Tier 1 phrase | +3 |
| Each Tier 2 phrase (repeated) | +2 |
| Failed horoscope test | +5 |
| Staccato fragment spam (per instance) | +4 |
| Sentence uniformity detected | +3 |
| Comparator sentences (per instance) | +2 |
| Emoji headers | +2 |
Score interpretation:
## AntiSlop Report
**Horoscope Test:** [PASS/FAIL] - [reason]
**Slop Score:** [X] - [Risk Level]
### Issues Found
| Location | Pattern | Suggestion |
|----------|---------|------------|
| Line 3 | Tier 1: "delve" | Remove or replace with direct statement |
| Lines 8-11 | Staccato fragments | Combine into flowing prose |
### Summary
- [Total Tier 1 phrases]
- [Total structural issues]
- [Overall assessment]
### The Core Principle
Your voice is in the specificity, the opinions, the rough edges, and the rhythm. Protect those.
AI slop isn't about individual words — it's about patterns.
One "moreover" doesn't make content AI-generated. But "moreover" + "it's worth noting" + "delve into" + uniform sentences + emoji headers = obvious slop.
The goal is writing that sounds like a specific human with specific opinions, not a very polite committee trying not to offend anyone.