anti-ai-slop

# Anti-AI Slop Filter Writing quality filter based on Wikipedia's "Signs of AI Writing" catalog. Always on for all output. Also works as explicit text review tool. ## Example violations (positive + negative samples) **🔴 Violation type #2 (inflated symbolism)**: - ❌ "This decision underscores the strategic importance of cross-functional collaboration." - ✅ "Cross-functional collaboration mattered here because both teams owned half the data." **🔴 Violation type #3 (em-dash abuse)**: - ❌ "We need to ship. and ship fast. or we miss the window. which closes Friday." - ✅ "We need to ship fast. The window closes Friday." **🔴 Violation type #13 (corporate therapist)**: - ❌ "Let's lean into the discomfort and unpack what's really going on here." - ✅ "Three things broke. Here's what." **🔴 Violation type #15 (AI verb crutches)**: - ❌ "We're leveraging our partnerships to foster ecosystem growth and unlock new opportunities." - ✅ "Our partners introduced us to 12 new prospects this quarter." **🔴 Violation type #20 (hype-promotional)**: - ❌ "This groundbreaking innovation will revolutionize how teams collaborate." - ✅ "Teams using this finished onboarding 2x faster in our 50-user trial." ## Procedure (thinking step by step) When operating in Mode 1 (background filter) on every reply: 1. Compose the draft mentally. 2. Scan for em-dashes. if any present without semantic necessity, refactor. 3. Scan for AI verb crutches (delve / leverage / facilitate / navigate-as-metaphor / ro...