Turn Your Ideas Into Viral Social Content1 skill
Master deliberative refinement to transform posts into scroll-stopping, shareable content across all major platforms.
Content Blueprint
Turn Your Ideas Into Viral Social Content
aaaronmillerMay 2026
Master the deliberative refinement system to transform posts into scroll-stopping, shareable content that spreads.
Hook ArchitecturePlatform OptimizationAI Tell DetectionRefinement ProtocolResearch-Backed Formulas
Install Command
Run this command to deploy the blueprint to your environment.
What does this do
Your social content disappears because you post once and move on. Viral content requires deliberate refinement across multiple passes, but most creators don't know the architecture (hook patterns, platform mechanics, AI tells) that separates forgotten posts from ones that generate shares and discussion. You're leaving engagement on the table.
How It Works
You work through a deliberative refinement loop: generate a draft, attack it from audience perspectives (skeptic, expert, scroller), eliminate AI tells, apply platform-specific optimization, and repeat. The skill teaches you hook architecture patterns (Prediction+Stakes, Tribal Identity, Before/After), platform-specific templates (Reddit, LinkedIn, Twitter, TikTok), and the refinement protocol. Optional integration with humanize-writing for the final voice pass.
Included Skill Groups
Key Features
Hook Architecture
Master three viral hook patterns: Prediction+Stakes ("I think X is the 2026 Y that Z"), Tribal Identity Split (separates winners from everyone else), and Before/After Compression (complexity reduction gains)
Platform Optimization
Apply platform-specific templates and calibration for Reddit, Twitter/X, LinkedIn, YouTube, TikTok, Hacker News, and email—including subreddit-specific strategies and character constraints
AI Tell Detection
Identify and replace 100+ AI tells: transition tells ("Here's the thing"), enthusiasm tells ("I'm excited"), structure tells (numbered lists), engagement bait, corporate speak, and punctuation patterns
Refinement Protocol
Six adversarial passes: attack from skeptic, expert, scroller, competitor, and editor perspectives—plus thumbnail-specific refinement for video content
Research-Backed Formulas
Apply 40-source research basis: BuzzSumo headline optimization, Netflix thumbnail psychology (+35-50% CTR with faces), Outbrain negative superlatives study, academic viral mechanics
Key Features
Hook Architecture
Master three viral hook patterns: Prediction+Stakes ("I think X is the 2026 Y that Z"), Tribal Identity Split (separates winners from everyone else), and Before/After Compression (complexity reduction gains)
Platform Optimization
Apply platform-specific templates and calibration for Reddit, Twitter/X, LinkedIn, YouTube, TikTok, Hacker News, and email—including subreddit-specific strategies and character constraints
AI Tell Detection
Identify and replace 100+ AI tells: transition tells ("Here's the thing"), enthusiasm tells ("I'm excited"), structure tells (numbered lists), engagement bait, corporate speak, and punctuation patterns
Refinement Protocol
Six adversarial passes: attack from skeptic, expert, scroller, competitor, and editor perspectives—plus thumbnail-specific refinement for video content
Research-Backed Formulas
Apply 40-source research basis: BuzzSumo headline optimization, Netflix thumbnail psychology (+35-50% CTR with faces), Outbrain negative superlatives study, academic viral mechanics
Tools in this Blueprint
ClaudeView on G2 ↗
humanize-writing skill (optional)
About This Blueprint
- License
- MIT
- Industry
- Technology
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- 0 workflows, 0 sub-skills, 1 standalone