Response unslop

Edit text to remove AI patterns. The result is the rewritten text, returned in place of the original, or written back to the file the user named.

Process

Scan for the patterns below.
Rewrite. Preserve meaning, match the intended tone, and leave code, identifiers, quotations, and numbers unchanged.
Write every report to the user, and any rewritten text that is a reply to the user, in the register under "Reporting language". A document the user supplied for editing keeps its intended tone and language.
When a pattern hides a missing fact (rules 3, 5, 27), name the fact if the source supplies it. Otherwise cut the sentence and say what you cut.

Rule numbers are stable ids that other skills cite. A removed rule leaves a gap.

Superficial -ing phrases. "highlighting...", "ensuring...", "reflecting...", "showcasing...", "fostering...". Delete or expand with real sources.
Vague attributions. "Experts believe", "Industry reports suggest", "Some critics argue". Name the source or delete.