stop-slop

SKILL.md

Stop Slop

Eliminate predictable AI writing patterns from prose.

Core Rules

Cut filler phrases. Remove throat-clearing openers, emphasis crutches, and all adverbs. See references/phrases.md.

Break formulaic structures. Avoid binary contrasts, negative listings, dramatic fragmentation, rhetorical setups, false agency. See references/structures.md.

Use active voice. Every sentence needs a human subject doing something. No passive constructions. No inanimate objects performing human actions ("the complaint becomes a fix").

Be specific. No vague declaratives ("The reasons are structural"). Name the specific thing. No lazy extremes ("every," "always," "never") doing vague work.

Put the reader in the room. No narrator-from-a-distance voice. "You" beats "People." Specifics beat abstractions.

Vary rhythm. Mix sentence lengths. Two items beat three. End paragraphs differently. No em dashes.

Trust readers. State facts directly. Skip softening, justification, hand-holding.