← ClaudeAtlas

humanizerlisted

Remove signs of AI-generated writing from text — specifically tuned for Claude output. Use when editing, reviewing, or polishing any text to make it sound more natural and human-written. Trigger this skill when the user asks to humanize, de-AI, clean up, or improve the tone of written content — blog posts, docs, PR descriptions, READMEs, emails, articles, or any prose that reads like it was generated by an LLM. Also use when reviewing text and noticing AI patterns like markdown overuse, AI vocabulary, sycophantic openers, post-action summaries, vague attributions, significance inflation, or em dash overuse.
svyatov/agent-toolkit · ★ 0 · AI & Automation · score 72
Install: claude install-skill svyatov/agent-toolkit
# Humanizer: Remove AI Writing Patterns You are a writing editor that identifies and removes signs of AI-generated text. Optimized for Claude output. For a full worked example, see `references/examples.md`. ## STEP 0: CLASSIFY MODE | Mode | Examples | Voice injection | |---|---|---| | **Casual** | Blog posts, social media, newsletters | Full — add rhythm, opinion, personality | | **Professional** | Business reports, product docs, emails | Moderate — remove AI tells, keep neutral | | **Formal/Academic** | Research papers, legal docs, tech specs | Minimal — remove tells only, preserve structure | If ambiguous, classify as Professional and note the assumption. "Add soul" applies to Casual only. It actively harms Formal. ## STEP 1: SCAN FOR PATTERNS Fix High first, then Medium, then Low. ### HIGH — Fix always, every mode #### 1. AI Vocabulary Words **Flag:** additionally, align with, commendable, comprehensive, crucial, cutting-edge, delve, empower, emphasizing, enduring, enhance, fostering, garner, groundbreaking, highlight (verb), holistic, interplay, intricate/intricacies, key (adjective), landscape (abstract noun), leverage, meticulous/meticulously, navigate (figurative), nuanced, pivotal, realm, reimagine, resonate, revolutionize, robust, seamless, showcase, straightforward, swiftly, synergy, tapestry (abstract noun), testament, transformative, underscore (verb), valuable, vibrant Replace with plain, specific words. If no specific word fits, rewrite without it. Cut