# 《烂警》

- 来源：Hacker News 热门（buzzing.cc 中文翻译）
- 作者：ericHosick
- 发布时间：2026-04-18 11:43
- AIHOT 链接：https://aihot.virxact.com/items/cmo3t93uz01xkslowfgoljv0o
- 原文链接：https://awnist.com/slop-cop

## AI 摘要

Slop Cop（烂警）作为一款应对AI低质量内容的新项目于4月17日上线awnist.com，当日在Hacker News获得103个赞。该工具命名暗示其针对"slop"（AI生成的粗糙内容）的监管或过滤功能，但具体技术细节与产品形态尚未披露，目前仅公布项目链接与基础信息。

## 正文

Paste or type your own text to analyse it. The sample shows what detections look like.

Clear text

Slop Cop is a writing editor that flags rhetorical and structural patterns common in generic LLM prose. It runs entirely in the browser, and you can add an Anthropic API key to run deeper analysis and enable auto-edits.

Here's an example:

In an era of unprecedented digital transformation, it is crucial to understand the multifaceted landscape of modern technology. This comprehensive overview will delve into the robust frameworks that fundamentally shape how we navigate these complex systems.

Artificial intelligence is changing everything. It affects jobs. It reshapes industries. It alters daily life. The implications are vast.

The technology offers numerous benefits:it streamlines operations, fosters collaboration, and leverages existing infrastructure to deliver paradigm-shifting results. Furthermore,it is worth noting that these innovations are not without their challenges—but the opportunities far outweigh the risks.

What does this mean for the future? It means we must adapt.Companies that utilize these tools will thrive; those that fail to commence their digital transformation journey will struggle. At the end of the day, success depends on embracing change.

Th is analysis has broader implications for how we think about technology, society, and the human condition.It is important to note that these are merely observations, and the actual outcomes may vary.Perhaps, arguably, one might say that we are, seemingly, at a pivotal moment in history.

Words: 221

42 patterns detected

Sentence Structure

1

Em-Dash Overuse

Em-dashes used as catch-all punctuation instead of choosing the right mark.

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1

Negation Pivot

"Not X, but Y" / "don't X, but Y" — negation followed by reframe. A hallmark LLM rhetorical structure.

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1

Colon Elaboration

Short declarative clause, colon, then longer explanation — a mechanical LLM sentence pattern.

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1

Question-Then-Answer

Rhetorical question immediately followed by its own answer.

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1

Staccato Burst

Three or more consecutive very short sentences at matching cadence.

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1

Hedge Stack

Multiple hedges in one sentence: "perhaps," "arguably," "might," "could," "seemingly," etc.

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1

Anaphora Abuse

3+ consecutive sentences starting with the same two-word opener.

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3

Triple Construction

Exactly three parallel items: "X, Y, and Z" — LLMs default to threes compulsively.

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Word Choice

14

Overused Intensifier

Words like "crucial," "vital," "robust," "leverage," "delve," etc. are LLM clichés that add noise.

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3

Elevated Register

Using "utilize" instead of "use," "commence" instead of "start," "facilitate" instead of "help."

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1

Filler Adverb

"Importantly," "essentially," "fundamentally," "ultimately," "inherently" signal importance without substantiating it.

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1

"In an Era of…"

Opening phrase that stalls before reaching the actual argument.

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Rhetorical Patterns

2

"It's Important to Note"

Verbal tic that precedes qualifications — tells the reader what to think before saying the thing.

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1

False Conclusion

"At the end of the day," "in conclusion," "to summarize" — high-school essay signposting.

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1

Connector Addiction

Every paragraph opened with a transition word: "Furthermore," "Moreover," "Additionally," etc.

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1

Throat-Clearing Opener

First paragraph that adds no information and could be deleted without any loss.

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1

Balanced Take

Every argument immediately followed by a concession that softens it to nothing.

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1

False Vulnerability

Performative self-awareness or simulated honesty ("I'll be honest," "Let's be real") that reads as staged rather than genuine.

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Framing Tells

1

Metaphor Crutch

Predictable metaphors: "double-edged sword," "tip of the iceberg," "north star," "game-changer," etc.

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1

"Broader Implications"

Zooming out to claim significance without substantiation.

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1

Grandiose Stakes

Inflating the stakes of an ordinary argument to world-historical significance without substantiation.

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Structural Tells

1

Pivot Paragraph

A one-sentence paragraph containing no new information, only transition.

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1

One-Point Dilution

The same core argument restated across multiple paragraphs with different words but no new information.

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1

Fractal Summaries

Meta-commentary that previews or recaps content rather than delivering it: "In this section we'll explore...", "As we've seen..."

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Add an Anthropic API key to unlock semantic pattern detection (Triple Construction, Throat-Clearing, Sycophantic Frame, and more).