skills

Audit and improve drafts that may sound AI-generated. Use when the user asks to humanize, humanise, de-AI, make writing sound natural, remove AI-sounding patterns, audit a message or draft for AI tells, preserve tone while rewriting, or rate how human a piece of writing feels.

Generate a hierarchical AGENTS.md knowledge base for any codebase. Analyzes project structure, scoring directories by complexity and domain distinctness, then produces root and subdirectory AGENTS.md files concise enough for LLM context windows. Triggers on requests to "index", "document", "map", or "generate knowledge" for a codebase, or when onboarding onto a new project.