Viral Post Analyzer

Most viral-post analysis is vague pattern recognition — "it's relatable," "the hook was strong," "it's the right vibe." Useful as an instinct, useless as a system. This skill does the forensic version instead: it names the specific hook type (curiosity gap, contrarian take, specificity signal, identity call-out, pattern interrupt, story opening, social proof lead), identifies the psychological trigger it activates (loss aversion, FOMO, tribal identity, novelty, validation), and maps the structural skeleton so you can see which parts are content and which are the mechanism.

Every analysis covers five layers. Hook analysis — the first one or two lines, where 80% of virality is won or lost. Structure breakdown — pacing, information architecture, where the highest-value sentence sits, whether the length is doing work or just exists. Content mechanics — novelty versus validation, specificity level, controversy calibration (provocative enough to share without crossing into backlash). Engagement mechanics — what makes someone comment, share, save. Audience dynamics — the bit nobody likes to admit, which is that a post from a 500K account has a different virality threshold than the same post from a 500-follower account, and the skill names which factors you can replicate and which you can't.

The template extraction is where this stops being analysis and starts being useful. After breakdown, you get a reusable template with the hook formula written as a fill-in-the-blank, the structure laid out as numbered steps, and notes on what to keep versus what to change when adapting. Paste your niche in and you get the template rewritten with your specific content. The skill also warns about cargo-culting — copying the surface (the format, the line breaks, the emoji) without the substance (the original insight, the data, the genuine experience). A perfectly structured post with a boring insight still flops; the template is a vehicle, not the cargo.

One viral post is an anecdote. Three or more reveal a pattern. The skill also runs in multi-post mode — paste several viral posts from your niche and it analyses across them to find the common structural elements (which transfer to you) versus the divergent factors (which are context-specific). The output of multi-post mode is a small swipe file of templates you can actually build a strategy around, instead of one lucky lift you'll never replicate.