AgentSkillsCN

Voice Polish

将 Collin 的写作模式与人性化法则应用于各类长篇内容。融合 exm7777、Dan Koe 和 TheBeautyOfSaaS 的节奏感、结构布局与说服技巧，并结合 AI 风格去除功能。适用于编辑博客文章、新闻稿、通讯，或任何需要赋予文字以声音、韵律与金句特质的书面内容。

SKILL.md
--- frontmatter
name: Voice Polish
description: Apply Collin's writing patterns and humanization rules to any long-form content. Combines rhythm, structure, and persuasion patterns from exm7777, Dan Koe, and TheBeautyOfSaaS with AI-pattern removal. Use when editing blog posts, articles, newsletters, or any written content that needs voice, rhythm, and quotability.

Voice Polish

Apply writing patterns and humanization rules to make content sound like a confident practitioner, not an AI or a textbook.

When to Use

  • •Blog posts or articles that feel flat, smooth, or AI-generated
  • •Long-form content lacking rhythm variation or momentum
  • •Drafts that need quotable one-liners and stronger transitions
  • •Any content that should sound like a mentor talking to a peer

Writing Patterns to Apply

Voice & Rhythm (exm7777 Long-Form Patterns)

  • •Momentum transitions: Every section ends by pulling into the next. Never let the reader stop. Structure: [summary of what you've achieved] -> but [gap that still exists] -> [next step fills the gap]
  • •"Most people get this wrong" setup: Name the wrong approach before teaching the right one. Structure: most people [do wrong thing] -> they think [specific wrong approach] -> here's what actually works
  • •Confidence: No hedging. Absolute statements. "It completely rewired my brain" not "I feel like it helped." No "maybe," "perhaps," or "consider."
  • •Short paragraphs: 1-3 sentences max. Use single-sentence paragraphs for emphasis.
  • •Rhythm variation: Alternate between very short punches ("You need a system.") and longer flowing multi-clause sentences. Break predictable cadence.
  • •Person shifts: Move between "I" (personal experience), "you" (direct instruction), and "we" (shared journey).
  • •No filler: Cut "basically," "essentially," "in order to," "it's worth noting," "it's important to note." Every word earns its place.
  • •Tone: Mentor who's slightly ahead of you, not professor looking down. Peer energy with authority substance.

Structure (Dan Koe Articulation Frameworks)

  • •Pyramid principle: Lead with the key conclusion, then support it. Answer first, evidence second.
  • •Cross-domain synthesis: Pull patterns from unrelated fields to make ideas stick (e.g., entropy from physics to explain context degradation).
  • •Idea Legos when expanding a point: Cycle through pain point, example, personal story, metaphor, reframe.

Persuasion & Quotability (TheBeautyOfSaaS Patterns)

  • •No hedging: Declarative statements. Everything stated as fact. No "maybe" or "consider."
  • •Quotable one-liners: Every major section should produce at least one standalone sentence worth saving or screenshotting.
  • •Named frameworks with labels: Give concepts sticky names (e.g., "The Copy-Paste Reset," "The Context Engineering Stack"). Makes ideas shareable.
  • •Math-based proof when possible: Hard numbers beat abstract claims. "1 hr/day x 3 days/week = 144 hrs/year" is harder to argue with than "significant time investment."

AI Patterns to Remove

Inflated Importance

Cut: "stands as a testament to," "pivotal moment," "evolving landscape," "indelible mark," "significant shift," "setting the stage for," "deeply rooted in," "at a fundamental level"

Promotional Tone

Cut: "seamless," "cutting-edge," "state-of-the-art," "robust," "comprehensive," "holistic," "dynamic," "vibrant," "game-changer"

Empty Analysis

Cut: "...emphasizing the significance of," "...highlighting the importance of," "...underscoring the need for," "...demonstrating the value of"

AI Vocabulary

Cut: "delve into," "leverage," "unlock the potential," "in today's world," "at the end of the day," "best practices," "paradigm shift," "paradigm," "it's worth noting," "it's important to note," "dive deep"

Em Dash Overuse

Limit to one per paragraph max. Replace most with commas, parentheses, or periods.

Rule of Three

Vary list lengths. Use 2, 4, or 5 instead of always 3.

Excessive Transitions

Use "Moreover," "Furthermore," "Additionally," "However" sparingly. One per 3-4 paragraphs max.

Bolded List Syndrome

Convert "Term: explanation that repeats the term" into natural prose or tighter bullets.

Uniform Sentence Length

Mix short punchy statements with longer explanatory ones. Break predictable rhythm.

Human Voice to Add

  • •Have opinions. React to information, don't just report it.
  • •Use specifics. "Took me four days" beats "required significant effort."
  • •Show messy thinking. Include false starts, changed minds, lessons learned.
  • •Vary rhythm. Short sentence. Then a longer one that builds on the idea with more context.
  • •Admit uncertainty where genuine. "I think," "probably," "haven't fully tested this."
  • •Include failures. Real projects have mistakes. Mention them.
  • •Use contractions. "don't" not "do not" unless emphasis matters.

What to Preserve

  • •Factual accuracy and technical details
  • •Code blocks and examples
  • •Original intent and meaning
  • •Frontmatter and metadata
  • •Appropriate tone for context (technical docs can be more formal)
  • •Never introduce fabricated statistics, quotes, or data points during voice polish. Polishing cannot add specifics that weren't in the original — no invented percentages, fake client names, or fictional testimonials.

Self-Check

Before finishing, verify:

  • •Would a person actually say this?
  • •Are there specific details or just generic claims?
  • •Can I feel someone behind these words?
  • •Does every sentence sound the same length?
  • •Would I keep reading this?
  • •Does every major section have at least one quotable standalone line?
  • •Does every section ending pull the reader into what comes next?

If "no" to any — keep editing.