What problem does it solve? Artifacts produced through iterative prompting often leak conversation history, prompt instructions, constraints, and corrective feedback into the final deliverable, making it read like a patchwork of the production process rather than a coherent document for its real audience. ## Core Features & Use Cases - Leakage Detection: Identifies sentences that expose prompts, constraints, avoided approaches, tool choices, or meta-commentary that the audience does not need. - Constraint-to-Design Conversion: Rewrites explicit production rules (e.g., "do not use Git") into natural artifact design (e.g., Drive-based workflow instructions) instead of visible disclaimers. - Coherence Review: Applies a 10-point inspection checklist covering tone consistency, single voice, audience-appropriate headings, and removal of patchwork from multiple feedback rounds. - Use Case: After vibe-coding a user guide through several rounds of corrective feedback, run this skill to strip out phrases like "As requested" or "This avoids using CLI tools" so the guide reads as an intentional, standalone deliverable. ## Quick Start Review the guide we just wrote and sanitize it so it reads as a standalone deliverable with no traces of our conversation or instructions.
