Editing Research/Fiction Writing/AI Prose Strengthen (section)

=== Word-level anti-slop findings ===

Autonovel’s <code>ANTI-SLOP.md</code> and <code>evaluate.py</code> flag words and phrases statistically or stylistically associated with unedited LLM output. The repository treats these as revision triggers, not absolute proof of authorship.

Commonly flagged categories:

* '''Grandiose or corporate diction:''' “delve,” “utilize,” “leverage,” “facilitate,” “elucidate,” “embark,” “endeavor,” “multifaceted,” “tapestry,” “paradigm,” “synergy,” “holistic,” “myriad,” “plethora.”
* '''Suspicious-in-clusters adjectives/verbs:''' “robust,” “comprehensive,” “seamless,” “cutting-edge,” “innovative,” “streamline,” “empower,” “foster,” “enhance,” “elevate,” “optimize,” “pivotal,” “profound,” “resonate,” “underscore,” “harness,” “cultivate.”
* '''Filler phrases:''' “It’s worth noting,” “It’s important to note,” “Let’s dive into,” “In conclusion,” “To summarize,” “Furthermore,” “Moreover,” “Additionally,” “In today’s fast-paced world,” “At the end of the day,” “When it comes to,” “One might argue.”
* '''Rhetorical crutches:''' especially “not just X, but Y.”

Quality takeaway: replace generic prestige diction with exact nouns, verbs, evidence, and images. If a phrase could fit any topic, it probably adds little.