What problem does it solve? AI coding agents tend to leave decorative, redundant, or overly long comments in code—banner separators, step-by-step narration, signature echoes, and vague TODOs—that add noise without information. This Skill defines rules to identify and remove those comments while protecting the ones that carry real value. ## Core Features & Use Cases - Slop Comment Detection: Identifies decorative separators, restated obvious lines, workflow narration, empty labels, vague TODOs, signature echoes, decorative emoji, and end markers. - Value Preservation Rules: Explicitly protects comments explaining business logic, security, performance trade-offs, workarounds, edge cases, and API contracts. - Scope Guardrail: Modifies comments only—never touches executable code, identifiers, formatting, or logic. - Use Case: After an AI agent generates a module full of // Step 1: Validate input and // ===== ROUTES ===== comments, run this Skill to strip the noise and keep only the one-line constraint notes that matter. ## Quick Start Review the comments in this file, remove any generic AI-style comments, and keep only the ones that explain non-obvious behavior without changing any code.