Content Humanizer

Entfernt "AI-Slop"-Muster aus Reasoning-Traces (Chain-of-Thought, erweitertes Denken, Agentenzerlegung) – kein finaler Prosa-Text. Reasoning-Text hat einen eigenen Slop-Katalog, den der normale unslop nicht anvisiert: Übererklärung der Frage, übermäßiges Absichern, Über-Zerlegung trivialer Probleme in 6-Punkte-Unterpunkte, Rationalisierung von Endlosschleifen. Trigger: /unslop-reasoning, "räum meine Argumentation auf", "korrigiere diese Gedankenverkettung", "dieser CoT klingt roboterhaft". Gilt für Reasoning-Ausgaben; überschreibt nicht den normalen /unslop-Modus.

Schreibt Commit-Nachrichten um, damit sie klingen, als hätte ein sorgfältiger menschlicher Ingenieur sie geschrieben. Entfernt KI-/Marketing-Schrott ("umfassende Lösung", "robuste Implementierung", "nutzen", "verbessern", "nahtlos", "Dieser Commit..."). Behält das Conventional Commits-Format bei. Betreff ≤72 Zeichen (Ziel ≤50), Imperativ. Body nur, wenn das "Warum" nicht aus dem Betreff ersichtlich ist. Verwenden Sie dies, wenn der Benutzer "Menschlichkeit der Commit-Nachricht", "Commit-Nachricht von Müll befreien", "diese Commit-Nachricht menschlich klingen lassen", "/unslop-commit", "/commit" sagt oder einen Entwurf einer zu bereinigenden Commit-Nachricht einfügt. Löst automatisch aus, wenn Änderungen gestaged werden.

Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions "brand message", "website copy", "elevator pitch", "one-liner", "messaging isnt resonating", "brand script", "StoryBrand framework", or "customer as hero". Also trigger when rewriting homepage copy, crafting email nurture sequences, or creating consistent messaging across sales collateral and marketing materials. Covers landing page copy, marketing collateral, and consistent communication. For memorable messaging, see made-to-stick. For product positioning, see obviously-awesome.

Apply the six principles of ethical persuasion (reciprocity, commitment, social proof, authority, liking, scarcity) to product design, copy, and sales. Use when the user mentions "social proof", "persuasive copy", "why users dont convert", "ethical persuasion", "reciprocity", "scarcity tactics", or "commitment and consistency". Also trigger when designing testimonial sections, crafting urgency messaging, or improving trust signals on landing pages. For deal negotiation tactics, see negotiation. For viral word-of-mouth, see contagious.

Master Donald Miller's 7-part StoryBrand framework from "Building a StoryBrand" (2017). Clarify your message so customers actually listen. Use when: Creating or refining website messaging; Writing brand narratives and marketing copy; Building sales scripts and pitches; Clarifying confusing product positioning; Creating marketing one-liners

Master Eugene Schwartz's 5 Stages of Awareness framework from "Breakthrough Advertising" (1966) to write copy that meets prospects where they are. Use when: Writing copy and unsure how "aware" your audience is; Creating multi-stage funnels with different messaging per stage; Building email sequences that nurture from cold to ready-to-buy; Optimizing ads for different audience temperatures; Diagnosing why existing copy isn't converting