Slop pattern guide
A short reference for the AI-slop writing patterns Jiddu can flag. Patterns, not authorship — humans write slop too.
Wording
Buzzword salad
Leans on inflated stock words (delve, leverage, robust, transformative, game-changer) instead of plain ones.
Example“We leverage cutting-edge AI to deliver a robust, transformative experience.”
Filler phrases
Stock connectives that delay the point without adding meaning (it's worth noting, at the end of the day, in today's world).
Example“It's worth noting that, in today's fast-paced world, communication is important.”
Manufactured drama
Throat-clearing opener
Opens with a stalling formula (here's the thing, let me be clear) instead of stating the point.
Example“Here's the thing: pricing is hard.”
Faux-insight setup
Frames an ordinary claim as secret knowledge (what nobody tells you, the part everyone misses).
Example“Here's what nobody tells you about productivity: sleep matters.”
Colon reveal
A noun phrase, a colon, then a staged dramatic payoff — manufactured suspense in place of a plain sentence.
Example“The best part: it runs itself.”
Rhetorical setup
Stagey devices that talk at the reader: what if I told you, plot twist, self-answered questions.
Example“What if I told you one habit could change everything? Think about it.”
Fake-profound kicker
Ends on a mic-drop aphorism or cute metaphor that restyles the point as wisdom instead of closing it.
Example“Because in the end, we aren't debugging code — we're debugging ourselves.”
Templated structure
Binary contrast
The “it's not X, it's Y” template — negates a strawman to make Y sound profound instead of stating Y.
Example“This isn't a tool. It's a philosophy.”
Negative listing
Serial denials before the actual point: “Not A. Not B. C.”
Example“Not a framework. Not a library. A way of thinking.”
Dramatic fragmentation
Stacked one-beat fragments for artificial punch: “That's it. That's the product.”
Example“One click. Zero config. Pure speed. That's it.”
Robotic rhythm
The same sentence or paragraph shape repeated until the prose reads templated.
Example“Great teams ship. Great teams learn. Great teams iterate.”
Hollow substance
Importance puffery
Grandiose framing that asserts significance instead of showing it (a testament to, pivotal moment, vital role).
Example“The update stands as a testament to the team's unwavering commitment to excellence.”
Weasel attribution
Sourceless authority: experts agree, studies show, many argue — with no named expert, study, or arguer.
Example“Experts agree that remote work is here to stay.”
Superficial analysis
Trailing “-ing” clauses that pose as analysis (highlighting, underscoring, showcasing) without explaining anything.
Example“The company opened a new office, underscoring its commitment to growth.”
Vague abstraction
Benefit talk with no numbers, names, or mechanism — “improves efficiency” with nothing to check.
Example“The integration significantly improves productivity across the organization.”
Synonym cycling
Rotates names for the same thing (the tool, the platform, the solution) for variety, at the cost of clarity.
Example“The tool scans your draft. The platform scores it. The solution suggests fixes.”
Format tics
Summary-recap ending
A final paragraph that restates what the reader just read (in conclusion, ultimately, overall).
Example“In conclusion, as we have seen, communication, trust and planning are all essential.”
Em-dash overuse
Em dashes as the default rhythm — clause after clause — where commas, periods, or parentheses would read cleaner.
Example“The launch — which surprised everyone — went well — better than expected — honestly.”