stop-slop

Stop Slop Eliminate predictable AI writing patterns from prose. Core Rules Cut filler phrases. Remove throat-clearing openers and emphasis crutches. See references/phrases.md. Break formulaic structures. Avoid binary contrasts, dramatic fragmentation, rhetorical setups. See references/structures.md. Vary rhythm. Mix sentence lengths. Two items beat three. End paragraphs differently. Trust readers. State facts directly. Skip softening, justification, hand-holding. Cut quotables. If it sounds like a pull-quote, rewrite it. Quick Checks Before delivering prose: Three consecutive sentences match length? Break one. Paragraph ends with punchy one-liner? Vary it. Em-dash before a reveal? Remove it. Explaining a metaphor? Trust it to land. Scoring Rate 1-10 on each dimension: Dimension Question Directness Statements or announcements? Rhythm Varied or metronomic? Trust Respects reader intelligence? Authenticity Sounds human? Density Anything cuttable? Below 35/50: revise. Examples See references/examples.md for before/after transformations. License MITWeekly Installs205Repositoryhardikpandya/stop-slopGitHub Stars325First SeenJan 20, 2026Security AuditsGen Agent Trust HubPassSocketPassSnykPassInstalled onopencode180gemini-cli170codex167claude-code167github-copilot97cursor87