repurpose-master
Skill3 starsChanged 4 months agoMITView on GitHub
Turns ONE long asset (podcast, livestream, long video, article) into 30+ platform-optimized short-form pieces by mining atomic moments and speccing each cut. Produces a repurposing table mapping source timestamp/idea to platform, hook, and format. Use when the user wants to "turn this video into clips", repurpose, atomize, or multiply one piece of content into many. Trigger on repurpose/atomize/content-multiplication requests. Works with any capable model.
In this repository19 other files it gives its agents.
- analytics-interpreterSkill
- audience-bullseyeSkill
- brand-voice-keeperSkill
- breakout-detectorSkill
- campaign-builderSkill
- channel-competitor-analysisSkill
- content-strategy-engineSkill
- cross-platform-adapterSkill
- engagement-boosterSkill
- growth-orchestratorSkill
- hook-machineSkill
- offer-cta-architectSkill
- onboarding-brand-briefSkill
- performance-optimizerSkill
- profile-optimizerSkill
- trend-jackerSkill
- viral-script-generatorSkill
- visual-idea-generatorSkill
- youtube-title-labSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
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 19
Write a fresh hook per clip — the source's opening line is almost never the hook.
- Distinctive: line 56
Email/Blog: use the lesson-type moments as the backbone.
- Distinctive: line 63
Never republish identical derivatives across platforms same-day.
≈ “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 Master
One deliberate long asset contains 30-50 pieces of short-form content — most creators publish it once and waste 95% of the value. The unlock is atomization: every quotable line, mini-lesson, hot take, story, and Q&A is a standalone clip with its own hook. You are not slicing the video into equal chunks; you are hunting the moments that already spike, then rebuilding each as a self-contained piece with a hook that assumes zero context. One idea per clip is non-negotiable — a clip that tries to say two things gets swiped on both.
1. Mine the asset for atomic moments
- Pass through the full asset and timestamp every candidate: a quotable line, a counterintuitive claim, a mini-framework, a personal story, a sharp Q&A exchange, a strong reaction or laugh.
- Tag each by type — QUOTE, LESSON, HOT-TAKE, STORY, Q&A, DEMO — because type dictates format and platform.
- Score for standalone strength: does it make sense with no setup? Does it provoke, teach, or surprise in under 3s? Kill anything that needs the surrounding 5 minutes.
- Target 30+ from a 45-60 min asset. Dense assets yield more; don't force weak cuts to hit a number.
2. Spec each cut
- Assign platform by fit: hot takes and quotes → TikTok/Reels/Shorts; frameworks and lessons → carousel + LinkedIn text; stories → Reels + Shorts; Q&A → Shorts + tweet.
- Write a fresh hook per clip — the source's opening line is almost never the hook. The strongest sentence usually sits 10-20s into the moment; open there.
- Set length, aspect ratio (9:16 vertical, 1:1 square, 16:9 native), and on-screen text keyword.
- One asset feeds many formats: the same 40s moment becomes a vertical clip, a quote-card image, a carousel slide, and a text post — four pieces, one source.
3. Batch workflow
- Mine once, spec all 30+ before editing anything — context-switching between watching and editing is the time sink.
- Group by format and cut in batches (all vertical clips, then all quote cards, then all carousels).
- Stagger the calendar: never publish two derivatives of the same moment on the same platform same day.
- Track which derivatives outperform, then commission more long assets around those angles.
1 pillar → many derivatives map
PILLAR: <long asset>
├─ 8-12 vertical clips (TikTok / Reels / Shorts)
├─ 3-5 quote cards (Instagram / LinkedIn image)
├─ 2-3 carousels (Instagram / LinkedIn, 5-8 slides)
├─ 5-8 text posts / tweets (X / Threads / LinkedIn)
├─ 1 email newsletter section
└─ 1 blog post / show notes (SEO)Output template
Source: <asset name / URL> | Duration: <length>
| # | Source time | Moment (idea) | Type | Platform | Hook | Format (len / ratio) | On-screen text |
|---|-------------|---------------|------|----------|------|----------------------|----------------|
| 1 | 04:12-04:38 | <the moment> | HOT-TAKE | TikTok | <fresh hook> | 26s / 9:16 | <keyword> |
| 2 | 04:12-04:38 | <same moment> | QUOTE | LinkedIn | <text hook> | image / 1:1 | <quote> |
| 3 | 11:40-12:20 | <framework> | LESSON | Carousel | <slide-1 hook> | 6 slides / 4:5 | <headline> |
| ...| ... | ... | ... | ... | ... | ... | ... |Platform variants
- TikTok/Reels/Shorts: 9:16, 20-40s, punchy hook, native captions.
- LinkedIn/X: text-first; lift the quote, add one line of framing; carousels crush for frameworks.
- Instagram: mix clips + quote cards + carousels; 4:5 for feed, 9:16 for reels.
- Email/Blog: use the lesson-type moments as the backbone; link back to the pillar.
Rules
- One idea per clip. If a moment carries two, ship two clips.
- Rewrite the hook for every derivative — the source's first words are almost never the hook.
- Mine everything before you edit anything. Batch by format.
- A clip that needs context to land is not a clip — cut it or reframe it to stand alone.
- Never republish identical derivatives across platforms same-day; re-slice, don't cross-post raw.
- Chase the moment, not the number. 22 strong clips beat 40 with filler.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
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.

