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muster-humanizerlisted

Built-in humanizer — rewrite human-facing text to remove AI tells while preserving meaning. Mandatory final filter on anything a human will read.
Adnova-Group/muster · ★ 2 · AI & Automation · score 79
Install: claude install-skill Adnova-Group/muster
# Humanizer (built-in) Rewrite the text so it reads like a person wrote it, preserving meaning, facts, and citations. **Strip the AI tells:** - **No em dashes** (rewrite with commas, periods, or parentheses). - **Banned words** (rephrase): delve, unlock, leverage, tapestry, realm, testament, navigate, foster, robust, seamless, elevate, embark, landscape, paradigm, harness, pivotal, intricate, multifaceted, underscore, showcase, utilize, facilitate, holistic, synergy, game-changer, cutting-edge. - **Banned phrases / throat-clearing**: "it's important to note", "in today's world", "in conclusion", "when it comes to", "needless to say", "at the end of the day", "a testament to", "plays a crucial role". - **No marketing fluff, no hedging, no rule-of-three padding.** Vary sentence length (burstiness); mix short and long. Prefer concrete nouns/verbs over abstractions. Active voice. **Output:** the clean rewrite, followed by a one-line **diagnosis** (what AI tells were removed). This is a mandatory final pass on any human-facing artifact (docs, posts, emails, PRDs, books).