oyi77 description: Convert long videos into viral Shorts, TikToks, and Reels automatically. AI-powered scene detection, highlight extraction, and smart clipping. Use when repurposing long-form content into short-form, clipping highlights, or creating shorts from existing videos. domain: content tags:
- auto
- clipper
- content-creation
- digital-content
- media
- video
dependencies: "- faster-whisper\n - textblob\n - vadersentiment\n - moviepy\n - opencv-python\n - ffmpeg-python\n -
\ customtkinter\n"
Auto Clipper
When to Use
Trigger phrases:
- "clip this video" · "make shorts from this" · "turn this into TikTok"
- "auto clip" · "extract highlights" · "repurpose long video"
- "create Reels from" · "viral clips from" · "short-form from long-form"
Use cases:
- Convert a podcast/webinar into multiple short clips
- Extract highlights from long YouTube videos
- Create TikTok/Reels from existing content
- Auto-detect engaging moments via sentiment analysis
- Batch process multiple long videos into shorts
When NOT to use:
- For tasks outside this skill's scope
Production-ready AI-powered video clipper untuk content creator Indonesia.
When NOT to Use
- When the content requires deep domain expertise you do not have
- For legal, medical, or financial advice content
- When real-time data is required (use live data feeds)
Overview
Auto Clipper enables content production with professional quality and consistency.
Workflow
# Example: Content generation pipeline
def generate_content(topic: str, format: str = "article"):
outline = create_outline(topic)
draft = write_draft(outline, format)
edited = edit_for_quality(draft)
optimized = optimize_for_seo(edited)
return publish(optimized)
- Define brief — Set objectives, audience, and style guidelines
- Research and gather — Collect source material and reference content
- Create draft — Generate initial content following the brief
- Refine and edit — Polish for quality, accuracy, and engagement
- Publish and distribute — Deploy to target platforms
- Track performance — Monitor engagement and iterate
Quality Checklist
- Content matches the defined brief and audience
- All facts verified against authoritative sources
- Formatting consistent with style guidelines
- SEO/distribution optimization applied
- Call-to-action clear and compelling
Tools
- Content management system for publishing
- Analytics platform for performance tracking
- Design tools for visual assets
- Collaboration tools for review cycles
Anti-Rationalization Table
| Rationalization | Reality |
|---|---|
| "Good enough content works" | Quality content drives engagement. Mediocre content gets ignored. |
| "I will optimize later" | SEO and distribution need optimization from the start. |
| "Templates are good enough" | Templates are a starting point. Custom content outperforms generic. |
Process
- Prepare — Gather requirements, verify prerequisites, set up environment
- Execute — Run auto clipper workflow with configured parameters
- Verify — Validate output meets requirements, document results
Verification
- Content meets quality standards and brief requirements
- Output is properly formatted for target platform
- All facts and references verified
- SEO/distribution optimization applied where applicable