ClawHub

Human Writing

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.

Audits

Pass
ClawScanPass

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install human-writing

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.