repurpose-engine
Skill19 starsChanged 29 days agoMITView on GitHub
Use when adapting content from one platform to another, or advising on multi-platform content strategy.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- aiimpactagency/social-media-teamtheir own version, first seen Jun 12, 2026
Other versions1 project uses a version of this.
Word for word · 0
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Wrote their own version · 1
- aiimpactagency/social-media-team★ 3same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository23 other files it gives its agents.
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- video-productionSkill
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The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 30
Create original content where your primary audience lives.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Repurpose Engine
Repurposing is adaptation, not copying. Posting the same content everywhere is cross-posting. Repurposing means understanding what worked and translating it for a different platform's audience, format, and conventions.
What Stays vs. What Changes
Stays: core message, voice, value proposition, key visuals or assets.
Changes: format (aspect ratio, duration, structure), hook (platform-specific), caption style, hashtag strategy, CTA, pacing. Sometimes the hook changes entirely — what stops a scroll on TikTok won't stop one on LinkedIn.
The Adaptation Checklist
For each target platform, run through these:
Format fit — does the content work in this platform's native formats? A 10-minute YouTube video doesn't become a sped-up 60-second TikTok. It becomes a highlight clip of the best moment, or a completely re-shot short version.
Hook translation — what made people stop scrolling on the source platform? That mechanism might not exist on the target. A YouTube thumbnail+title hook becomes a TikTok text overlay and opening line. A threaded X take becomes a LinkedIn "here's what I learned" post.
Audience context — the same person on LinkedIn and TikTok wants different things from the same topic. Professional framing for LinkedIn. Entertainment framing for TikTok. Educational framing for YouTube. The core insight can be identical — the packaging changes.
Convention check — load the target platform's reference file references/platforms/{platform}.md from this skill's own directory. Does the adapted version feel native? Would someone scrolling past think "this was made for this platform"?
Repurposing Hierarchy
Create original content where your primary audience lives. Adapt outward from there. Don't try to create original content for five platforms — create for one or two and repurpose to the rest.
The primary platform is wherever you have the strongest audience and the content format that comes most naturally to you.
Common Repurposing Paths
Long-form YouTube → TikTok/Reels — extract the single best moment, most surprising insight, or strongest hook. It's a highlight, not a summary.
TikTok → Reels — often works with minimal changes. Remove any TikTok watermark. Check that the caption style fits Instagram. Reels audiences tend to engage with slightly more polished content.
Video → Carousel — extract key frames, add text overlays, turn a narrative into a swipeable sequence. Works well for tutorials, listicles, and transformations.
Thread/text post → Short-form video — talking head or text-on-screen. The script is already written — you're just changing the delivery medium.
Any platform → LinkedIn — add professional context. "I learned this doing X" or "here's why this matters for [industry]." The insight stays; the framing becomes career-relevant.
Load both source and target platform references when repurposing.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

