Unslop

Edit text to remove AI patterns. Preserve meaning, source citations, technical identifiers, executable commands, quoted evidence, and uncertainty. Edit surrounding prose; keep quoted artifacts intact.

Process

1. Scan for the patterns below.
2. Rewrite. Preserve meaning, match intended tone.

Done when: every pattern below has been checked, the remaining prose is concrete and readable, and the evidence and claims retain their original meaning.

Patterns to detect and fix

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

Content

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