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Reverse Repurposer

Short-form virality is the best market research a creator can get. The Reverse Repurposer takes a tweet that hit 5,000 likes or a Reel that hit a million views and builds the 1,500-word piece the audience clearly wants.

What this skill does

The reverse direction — short to long — is the harder repurposing problem, because expanding isn't "making it longer." Stretching a tweet to 1,500 words usually produces bloated, padded writing where most paragraphs just restate the original idea in more words. True expansion adds layers the short form couldn't contain: the context behind the claim, the evidence that proves it, the practical application that makes it usable, and the synthesis that connects it to a bigger pattern.

The skill works from a five-layer framework. Layer one is the validated core — the original short-form, lifted intact as the thesis. Layer two is the why — context, stakes, the cost of not understanding the point. Layer three is the evidence — stories, data, frameworks, counterarguments. Layer four is the practical application — concrete next steps, tools, common mistakes. Layer five is the synthesis — connection to a trend, a forward projection, a closing question. Each section in the long-form piece has to add a layer; if it's just more words on the same idea, it gets cut.

It refuses to fabricate evidence. If the original tweet claims "most people fail at X" and no data supports it, the long version frames it as the writer's observation, not as universal truth. Where qualitative evidence works (case studies, expert consensus, a vivid example), the skill uses that instead of inventing a stat. Voice from the original gets preserved — if the tweet was irreverent, the article stays irreverent. The skill explicitly refuses to "professionalise" a voice that resonated specifically because it was casual.

You approve the outline before the draft, so the structural choices are visible before the writing time gets spent. Output includes three title variants (SEO-friendly, curiosity-driven, direct), a sub-160-character meta description, internal-link suggestions, and a distribution recommendation based on where the original went viral — usually personal blog plus a LinkedIn article cross-post, because the platform where the seed landed isn't always the best home for the expansion.

When this triggers

  • ·You had a short-form post go unusually well and never followed up with the long version
  • ·You think natively in tweets and freeze at a blank Google Doc
  • ·You want to build an SEO asset on the back of a hook the audience already validated
  • ·You have a thread that needs to become an article — not by pasting tweets together
  • ·You have several related short-form posts and want them combined into one authority piece

Example

Trigger

User: 'This tweet got 8,000 likes — expand it into a blog post. Tweet: <Most cold email advice optimises for the sender, not the receiver. That's why your reply rate is stuck under 2%.>'

Output

Outline for approval (before writing): Working title: "Why Cold Email Advice Keeps Failing You (And the Receiver-First Fix)" Thesis: Cold email gets taught as a sender problem; reply rates only move when you fix the receiver experience. Target length: 1,600 words (opinion + practical). Sections: 1. The original tweet, embedded (social proof) — 120w 2. Why the advice is sender-optimised — context + cost — 350w 3. The receiver-first reframe — the core idea — 380w 4. Three sender habits to stop this week — practical — 400w 5. Counter-argument: 'but personalisation works' — 200w 6. The bigger pattern beyond cold email — synthesis — 150w Plus: 3 title variants, meta description (under 160), internal-link suggestions, distribution recommendation. Approve outline → I'll write the full piece.

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What you get

  • 123-line SKILL.md, ready to drop into ~/.claude/skills/
  • Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
  • Triggers automatically when relevant — no command to remember
  • Lifetime updates as the skill is refined further

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