Agent Skillsheyron-ai/agent-library › human-writing

human-writing

GitHub

提供人类化写作规范,指导撰写博客、营销文案等对外内容。通过避免AI常见特征(如过度正式、词汇循环)并检查反AI模式清单,确保内容自然真实。适用于起草、编辑和审查面向外部受众的文本。

skills/human-writing/SKILL.md heyron-ai/agent-library

Trigger Scenarios

起草或编辑博客文章、新闻通讯、营销文案 审查内容以消除AI生成痕迹 撰写社交媒体帖子或客户邮件

Install

npx skills add heyron-ai/agent-library --skill human-writing -g -y
More Options

Use without installing

npx skills use heyron-ai/agent-library@human-writing

指定 Agent (Claude Code)

npx skills add heyron-ai/agent-library --skill human-writing -a claude-code -g -y

安装 repo 全部 skill

npx skills add heyron-ai/agent-library --all -g -y

预览 repo 内 skill

npx skills add heyron-ai/agent-library --list

SKILL.md

Frontmatter
{
    "name": "human-writing",
    "description": "Write content that reads as naturally human — no AI tells, no corporate fluff. Use when drafting, editing, or reviewing any content meant for publication or external audiences: blog posts, articles, newsletters, marketing copy, social media threads, client-facing documents, website copy, emails to lists. NOT for: casual chat, code, internal notes, or quick replies."
}

Human Writing

Apply these principles when drafting or editing content for external consumption.

Core rules

  1. Be specific over general — concrete facts beat vague praise
  2. Use simple verbs — is, has, was, did — not "serves as," "boasts," "showcases"
  3. No cheerleading — state facts, skip "this is important because…"
  4. Repeat words comfortably — humans reuse words; don't cycle synonyms
  5. Short sentences are fine — not everything needs three clauses
  6. Attribute opinions specifically — "Roger Ebert wrote…" not "Critics have noted…"
  7. Skip forced significance — not everything "reflects broader trends"
  8. Use lowercase headings — title case screams AI
  9. Bold sparingly — not every other phrase
  10. Use contractions — "it's," "don't," "won't" sound human

Before publishing

Scan the draft against the full anti-AI patterns reference for red flags:

read references/anti-ai-patterns.md

Check for:

  • Clusters of AI vocabulary (delve, pivotal, tapestry, etc.)
  • "-ing" phrases tacked onto sentence ends
  • "Despite challenges…" formulas
  • Vague attributions ("experts say")
  • Significance inflation
  • Synonym cycling
  • Rule-of-three lists
  • Overly formal verbs

Fix anything that trips the checklist, then re-read once more for natural flow.

Version History

  • fcecd5d Current 2026-07-25 05:36

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Metadata

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Indexed
2026-07-25 05:36

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