The Anti-Slop Style Guide
Ten rules for high-signal writing in the AI era. Whether a model drafted your text or you did, the same edits apply: every rule below removes words without removing facts. The studio applies them automatically; this page is the manual.
1.Kill the warm-up intro
AI drafts open with two or three sentences of scene-setting — the state of the world, a rhetorical question, an invitation to dive in — before saying anything. Readers decide whether to stay within seconds, so the first sentence must carry a fact or a claim. Delete everything before it.
Before
In today's fast-paced world, sleep has become more important than ever before. Have you ever wondered why some people wake up refreshed? Let's dive in.
After
Keeping your bedroom at 18°C measurably improves deep sleep.
Watch for: fast-paced world · in today's digital age · let's dive in · without further ado · in a world where
2.Banish decorative metaphors
Tapestries, beacons, symphonies, and journeys add imagery without information — and because models reuse the same dozen images everywhere, they now read as machine tells. If a metaphor doesn't sharpen the claim, state the claim directly.
Before
The city's food scene is a rich tapestry, a true symphony of flavors.
After
The city has 40 restaurants representing 12 cuisines within a square mile.
Watch for: tapestry · symphony of · beacon of · treasure trove · a kaleidoscope of — full list in Metaphor inflation
3.Convert hedges to facts
Arguably, potentially, to some extent — hedges weaken a claim without informing the reader why. Either you have evidence (cite it) or you don't (cut the claim). A qualified fact beats a hedged generality every time.
Before
This approach could potentially improve performance to some extent in many cases.
After
In our benchmark, this approach cut median latency 34%.
Watch for: potentially · arguably · to some extent · somewhat · generally speaking — full list in Academic register
4.Eliminate passive padding
Constructions like 'it should be noted that' and 'it is worth noting' exist to make a sentence longer, not clearer. They bury the actor and delay the point. If something is worth noting, note it.
Before
It should be noted that the deadline has been moved by the committee.
After
The committee moved the deadline.
Watch for: it should be noted · it is worth noting · it is noteworthy that · it goes without saying
5.Delete the recap conclusion
'In conclusion' followed by a restatement of what the reader just read adds zero information. End on your last fact, a concrete recommendation, or a genuine open question — anything but a summary of the page they're already on.
Before
In conclusion, as we have seen, good sleep depends on temperature, light, and routine — a journey, not a destination.
After
Start tonight: 18°C, blackout curtains, and a fixed wake time.
Watch for: in conclusion · a journey, not a destination · as previously mentioned · aforementioned
6.One idea per sentence
Sentences past thirty words usually carry one idea diluted in qualifiers, or several ideas tangled together. Long, fluent, fact-free sentences are the low-density padding the engine flags in blue. Split them, then delete the halves that say nothing.
Before
When it comes to the multifaceted question of productivity, there are a myriad of factors that can play a crucial role in shaping outcomes across various different contexts.
After
Three factors drive productivity: focus time, sleep, and clear goals.
Watch for: multifaceted · a myriad of · a plethora of · crucial role · a wide range of
7.Replace buzzwords with specifics
Leverage, robust, seamless, best-in-class: corporate vocabulary signals importance while withholding information. Every buzzword hides a specific you could give instead — the tool, the number, the mechanism. Give the specific.
Before
We leverage cutting-edge, best-in-class solutions to streamline workflows.
After
We auto-match invoices against purchase orders, saving clerks 6 hours a week.
Watch for: leverage · cutting-edge · best-in-class · streamline · synergy — full list in Corporate buzzwords
8.Cut padded transitions
Furthermore, moreover, additionally: formal connectives that promise a relationship between sentences without specifying one. If two sentences belong together, their content shows it; if they don't, no adverb will fix it. Most transitions delete cleanly.
Before
The results were positive. Furthermore, it is important to note that costs fell. Moreover, users were satisfied.
After
The results were positive: costs fell 12% and satisfaction rose.
Watch for: furthermore · moreover · additionally · subsequently · as such — full list in Academic register
9.Cut filler constructions
'Due to the fact that' means 'because'. 'At this point in time' means 'now'. 'In order to' means 'to'. Filler phrases are the easiest slop to fix because every one has a shorter honest form — the engine suggests it, and accepting costs one click.
Before
Due to the fact that the server failed, we were unable to make a decision in a timely manner.
After
Because the server failed, we couldn't decide quickly.
Watch for: due to the fact that · at this point in time · in order to · in a timely manner · make a decision
10.Lead with the fact
The strongest edit isn't a deletion — it's a promotion. Find the sentence with the number, the finding, or the recommendation, and move it first. Everything the reader must scroll past to reach it is, by definition, slop.
Before
There are many considerations when choosing a laptop. Battery life matters to most users. Our testing found the X1 lasts 14 hours.
After
The X1 lasts 14 hours — longest of the 12 laptops we tested.
Watch for: first and foremost · when push comes to shove · at the end of the day · the bottom line is
The studio applies all ten rules to your draft in one pass — every edit inspectable, every fact kept.
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