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humanizing-proselisted

Rewrites and reviews prose so it sounds written by a specific human rather than generic AI output. Preserves meaning, facts, language, and audience while removing common AI tells and improving voice, specificity, restraint, rhythm, and reader trust. Use when humanizing AI-generated text, editing drafts, matching a writing sample, checking for AI-sounding prose, or revising essays, posts, docs, reports, emails, documentation copy, product copy, and multilingual prose in the source language.
msewell/agent-stuff · ★ 0 · AI & Automation · score 70
Install: claude install-skill msewell/agent-stuff
# Humanizing prose Rewrite prose so it reads like a person wrote it: specific, restrained, voiced, and shaped for the reader. Preserve the writer's facts and intent. Do not make prose merely "less AI" by sanding off every edge. ## Defaults - For rewrite-only requests, output exactly the rewritten text and nothing else. Do not preface with "Here's," "Sure," or similar setup. - Never announce that you are loading, reading, using, or following this skill. Do not echo tool calls, file paths, or reference contents. - Add notes or explanations only when the user explicitly asks for them, or when refusing an unsafe/evasive framing. - Preserve the source language. Do not translate unless asked. - Preserve factual claims. Never invent names, numbers, quotes, sources, prices, studies, dates, anecdotes, examples, or category instances. - Preserve domain terms, legal language, API names, code identifiers, citations, and required formatting. - Treat AI tells as suspicion triggers, not universal bans. Keep a construction when it is accurate, idiomatic, and useful. - Ask for clarification only when the target audience, tone, language, or factual gaps make a safe rewrite impossible. ## Workflow 1. **Identify the job.** Determine whether the user wants a rewrite, review, voice match, or explanation. 2. **Calibrate voice.** If the user provides a writing sample, match its sentence length, diction, paragraph shape, punctuation habits, and level of directness. If no sample is provided, use