Part of Create Viral Social Media Content
Content Blueprint
Safety checkedCreate Viral Social Media Content
Refine raw posts into content that stops scrollers and generates shares across all major platforms.
What problem does this solve?
Applies deliberative refinement loops and platform-specific optimization to transform drafts into content that spreads. It eliminates 100+ AI tells, applies hook architecture proven to work, and uses research-backed title and thumbnail formulas. Without this, posts get lost in feeds because they lack the psychology that triggers stops, shares, and comments.
How does it work?
You provide a topic, platform (Reddit, Twitter, LinkedIn, YouTube, TikTok, email), and target audience. The skill runs six adversarial refinement passes: The Skeptic questions why anyone should care, the Expert checks accuracy, the Scroller asks if you'd stop scrolling, the Competitor identifies what's unique, the Editor cuts the fat, and the Thumbnail-specialist optimizes visual hooks. The output is content optimized for your platform with proven hook patterns, title formulas, and humanization guidance. Optional: feed output to humanize-writing for final voice polish.
Included Skills
No skills in this group
What's required to run this?
Integrates with humanize-writing skill if available for final voice polish; includes manual humanization checklist as fallback. Compatible with Claude.ai, Claude Code, and Claude API. No external API keys required. Reference materials in references/ directory load progressively based on request (trend-intelligence for discovery, feedback-loop for tracking, cross-platform-adaptation for multi-channel distribution).
Key Features
Six Adversarial Passes
Skeptic, Expert, Scroller, Competitor, Editor, and Thumbnail-specialist perspectives attack the draft before shipping
Hook Patterns
Three proven architectures: Prediction+Stakes (year+outcome framing), Tribal Identity Split (in-group positioning), Before/After Compression (efficiency gains)
AI Tell Catalog
100+ blacklisted phrases (transitions, enthusiasm tells, structure markers, engagement bait, corporate speak, punctuation patterns) with human alternatives
Platform Calibration
Reddit (subreddit-specific), Twitter (thread structure), LinkedIn (professional warmth), YouTube (accessibility), TikTok (1-3 second hooks), email (30-50 char subject lines)
Research-Backed Formulas
40 sources inform title generation (11 words optimal, negative superlatives +63% CTR), thumbnail design (faces +35-50% CTR, 1.8s decision window), and body structure (WHAT-HOW-WHY NOW-PAYOFF)
Tools in this Blueprint
About This Blueprint
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