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Content Blueprint

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Create Viral Content Across Social Platforms

aaaronmillerMay 2026

A production-ready skill for turning ideas into shareable social media content with integrated AI tell detection and humanization.

Hook ArchitectureRefinement ProtocolAI Tell DetectionPlatform OptimizationResearch-Backed Scoring

Install Prompt

Copy this prompt and paste it into your AI agent to install.

What problem does this solve?

Creates content optimized for social media virality using proven hook architecture, platform-specific patterns, and adversarial refinement passes. It attacks forgettable drafts from audience perspectives, eliminates AI-generated tells, and applies research-backed mechanics from 40 sources to increase engagement, shares, and reach across Reddit, Twitter, LinkedIn, YouTube, TikTok, and email.

How does it work?

  1. Generate an initial draft for your platform (Reddit, Twitter, LinkedIn, YouTube, TikTok, or email). 2. Apply the Deliberative Refinement protocol: run five adversarial passes (Skeptic, Expert, Scroller, Competitor, Editor) attacking the draft from different perspectives. 3. Eliminate AI tells using the 100+ phrase catalog (transitions, enthusiasm language, corporate speak, punctuation patterns). 4. Polish with humanization (automatic integration with humanize-writing skill, or use built-in checklist). 5. Score titles (curiosity, specificity, emotion) and thumbnails (face quality, contrast, composition) against research-backed thresholds. Output: platform-optimized content ready to post.

Included Skill Groups

What's the biggest win?

Forgettable drafts become shareable posts because each passes six adversarial filters and removes the AI-generated voice that kills engagement.

What's required to run this?

Integrates with humanize-writing skill for final polish pass (removes vocabulary tells, ensures natural rhythm). Falls back to built-in humanization checklist if humanize-writing unavailable. Requires reading resource files (ai-tells.md, platform-templates.md, refinement-protocol.md) for proper execution. Research basis documented in research-statistics.md.

What should I watch out for?

This skill amplifies your message, not creates it. Legitimate use requires authentic content and genuine value propositions. Avoid astroturfing, misinformation, impersonation, or engagement farming without substance. Disclosure required for paid promotion; recommended (not required) when AI assisted content generation.

Key Features

Hook Architecture

Three viral patterns (Prediction+Stakes, Tribal Split, Before/After Compression) proven across 100M+ headlines

Refinement Protocol

Five-pass adversarial refinement (Skeptic, Expert, Scroller, Competitor, Editor) plus thumbnail-specific passes

AI Tell Detection

100+ AI-generated phrases with human alternatives, platform-specific (Reddit, TikTok, LinkedIn, email)

Platform Optimization

Calibrated templates for Reddit, Twitter/X, LinkedIn, YouTube, TikTok, Instagram, email subject lines

Research-Backed Scoring

Title and thumbnail evaluation against 40 documented sources (BuzzSumo, Netflix, Outbrain, face psychology)

Tools in this Blueprint

Claude logo
4.7(315 reviews)
humanize-writing skill
Reddit
Twitter

About This Blueprint

License
MIT
Industry
Technology
Skills
0 workflows, 0 sub-skills, 1 standalone