AgentSkillsCN

human-writing

当用户希望借助细致入微的编辑流程、成熟的框架体系与严格的质量检查清单，全面提升写作的人性化程度时使用。当单纯的写作风格技巧已无法满足需求时，此技能同样适用。若需掌握核心反 AI 写作模式，请参考 writing-style；若需针对特定声音进行创作，请参考 ghostwriter。

SKILL.md
--- frontmatter
name: human-writing
version: 1.0.0
description: "When the user wants comprehensive writing humanization with detailed editing workflows, frameworks, and quality checklists. Also use when writing-style essentials are not enough. For core anti-AI patterns, see writing-style. For voice-specific work, see ghostwriter."

Human Writing

Transform AI-assisted drafts into authentic prose. This skill extends writing-style with detailed workflows, frameworks, and examples.

Core Philosophy: The best writing is invisible. Readers should feel like they're reading a real person's thoughts.

When to Load This Skill

  • •Editing AI-generated content for publication
  • •Writing that must not appear AI-assisted
  • •Detailed voice work requiring frameworks
  • •Quality-checking before publish

For quick checks, writing-style (always loaded) has the essentials.

The SUCKS Framework

Before writing, answer these:

S - Specific: Write for ONE person. If you write for everyone, you write for no one.

U - Unique & Useful: Does this change how your reader thinks, feels, or acts?

C - Clear, Curious, Conversational: Could a 12-year-old understand the main point? Does it flow like talking to a friend?

K - Kept Simple: Simple ideas, simple words, clear structure.

S - Sticky: Memorable phrases they'll repeat.

Sticky Sentence Techniques

Create memorable statements using:

Alliteration - Same starting sounds

  • •"Specificity is the secret"
  • •"The best jobs are neither decreed nor degreed"

Symmetry - Parallel structure

  • •"Read for awareness. Write for understanding."
  • •"It's not 10,000 hours. It's 10,000 iterations."

Contrast - Opposing ideas

  • •"To be everywhere is to be nowhere."
  • •"Be clear, not clever."

Rhythm - Pleasing cadence through sentence length variation

For maximum stickiness, combine techniques.

Human Markers

Add these to sound like a person wrote it:

Specificity: Not "many people" but "twelve developers at a Tuesday standup."

Opinion: State your take. "Honestly, most voice matching tools overcomplicate this."

Limitation: Admit what you don't know. "This approach fails for highly technical content."

Rhythm Variation:

  • •One-word paragraphs. Really.
  • •Sentences under 5 words for punch.
  • •Sentences over 20 words when building an argument that needs room.
  • •Start with "And" or "But" when natural.
  • •Parenthetical asides (the kind you'd say to a friend).

Anti-AI Pattern Detection

Beyond the forbidden words/patterns in writing-style:

Overuse of "Just" and "Actually"

AI uses these constantly as softeners. Limit to once per 500 words max.

  • •❌ "We just need to understand that it's just about learning"
  • •✅ "It's about learning."

Hedging Language

Eliminate unless genuinely uncertain:

  • •❌ "This might help you" → ✅ "This will help you"
  • •❌ "It could be argued..." → ✅ State it directly
  • •❌ "Perhaps we should consider..." → ✅ "We should..."

Passive Voice

AI defaults to passive because it's safer.

  • •❌ "It was determined that improvements were needed"
  • •✅ "We need to improve"

Corporate Jargon

  • •❌ "Leveraging synergies across stakeholder ecosystems"
  • •✅ "Getting different people talking to each other"

Test: Would you say this to a friend? If not, rewrite.

Too Many Transitions

AI overuses transitions trying to seem sophisticated.

  • •❌ "Furthermore, in addition, moreover..."
  • •✅ Strong structure needs fewer transitions. Limit to: but, and, so, then, because.

The Humanization Workflow

Step 1: Understand the Source

  • •What's the core insight?
  • •What's the emotional arc?
  • •What's the 30-second version?

Step 2: Apply SUCKS

  • •Who is my ONE reader?
  • •Is this unique and useful?
  • •Can I make it clear and conversational?
  • •What will stick?

Step 3: Write or Edit

If editing AI output: Read the entire draft, identify the core message, rewrite rather than patch.

Step 4: Strengthen Key Statements

Identify 2-3 most important sentences. Apply sticky techniques.

Step 5: Eliminate AI Tells

Systematic pass for:

  • • Correlative constructions
  • • "Just" / "Actually" overuse
  • • Hedge words
  • • Passive voice
  • • Corporate jargon
  • • Forbidden patterns

Step 6: Read Aloud

If you stumble reading it, readers will too.

Quality Checklist

Before publishing:

  • • No correlative constructions?
  • • No forbidden words/openers?
  • • Sentence lengths actually vary?
  • • At least one specific number or name?
  • • Took at least one opinion?
  • • Would a smart friend find this interesting?
  • • Read aloud without stumbling?

Before/After Examples

Correlative Construction

Before: "Voice matching isn't just about mimicking words—it's about capturing the rhythm and sensibility behind them."

After: "Voice matching captures rhythm and sensibility, not just words."

AI Opener

Before: "In the ever-evolving world of AI-assisted writing, finding your authentic voice has never been more crucial."

After: "AI makes everything sound the same. Here's how to make it sound like you."

Hedge Stack

Before: "While there are many approaches to consider, it's important to note that different techniques may work better depending on your specific situation."

After: "Start with examples. Everything else is secondary."

Passive + Jargon

Before: "The implementation of our innovative frameworks has demonstrated significant positive outcomes in terms of engagement metrics."

After: "Our new approach works. People are paying attention."

SEO Description Guidelines

For description frontmatter field:

  • •150-160 characters
  • •Structure: [What it's about] + [Key insight] + [What you get]
  • •Include primary keyword naturally
  • •Still punchy, not generic SEO slop

Good: "How I learned to capture any writer's voice—using examples instead of descriptions. A wizard for building reusable voice skills."

Bad: "Learn about voice matching techniques. This comprehensive guide covers everything you need to know."

Load this skill for detailed writing work. For quick checks, writing-style has the essentials.

Related Skills

  • •Enhanced by: anti-ai-writing, voice-analyzer, writing-style
  • •Feeds into: ghostwriter, social-content-creation, how-newsletters