Extract highlights, best moments, and key clips from long videos using each::sense AI. Perfect for gaming highlights, sports clips, podcast moments, webinar summaries, meeting recaps, and auto-trailer generation.
Extract the best moments and highlights from long-form video content using each::sense. This skill intelligently analyzes videos to identify and extract compelling clips, action sequences, emotional peaks, and key moments.
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract the 5 best highlight moments from this gaming video, focus on action sequences and wins",
"mode": "max",
"video_urls": ["https://example.com/gameplay-session.mp4"]
}'
| Content Type | Focus Areas | Output Format |
|---|---|---|
| Gaming | Kills, wins, fails, reactions | Short clips (15-60s) |
| Sports | Scores, plays, celebrations | Highlight reel (30-90s) |
| Podcasts | Quotes, insights, debates | Clip compilations (30-120s) |
| Webinars | Key points, demos, Q&A | Summary clips (60-180s) |
| Meetings | Decisions, action items | Condensed recap (2-5min) |
| Concerts | Peaks, crowd moments | Best-of compilation |
| Weddings | Ceremony, reactions, speeches | Highlight reel |
| Travel | Scenic views, activities | Adventure montage |
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Analyze this 2-hour video and extract the top 10 most engaging moments. Look for emotional peaks, funny moments, and visually impressive scenes. Create individual clips of 30-60 seconds each.",
"mode": "max",
"video_urls": ["https://example.com/long-form-content.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract gaming highlights from this Valorant stream. Find all clutch rounds, ace plays, and epic kills. Create a highlight reel with smooth transitions between clips.",
"mode": "max",
"video_urls": ["https://example.com/valorant-stream.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Create a sports highlight reel from this football game. Extract all touchdowns, big plays, interceptions, and celebration moments. Include 2 seconds before and after each key moment for context.",
"mode": "max",
"video_urls": ["https://example.com/football-game.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Find the most shareable clips from this podcast episode. Look for controversial takes, insightful moments, funny exchanges, and quotable statements. Extract 5-8 clips optimized for social media (under 60 seconds each).",
"mode": "max",
"video_urls": ["https://example.com/podcast-episode.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract key moments from this 90-minute webinar. Identify main talking points, important demonstrations, audience questions, and actionable takeaways. Create a 5-minute summary highlight reel.",
"mode": "max",
"video_urls": ["https://example.com/webinar-recording.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Create a meeting highlight summary from this team call. Extract all decisions made, action items assigned, key discussion points, and any important announcements. Condense into a 3-minute recap video.",
"mode": "eco",
"video_urls": ["https://example.com/team-meeting.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract the best moments from this concert recording. Find crowd singalongs, guitar solos, drum fills, artist interactions with crowd, and emotional peaks. Create a 4-minute highlight compilation with the most energetic parts.",
"mode": "max",
"video_urls": ["https://example.com/concert-full.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Create a travel highlight reel from my vacation footage. Extract the most scenic views, exciting activities, local food experiences, and memorable moments. Make a 2-minute shareable video with dynamic pacing.",
"mode": "max",
"video_urls": ["https://example.com/vacation-footage.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Create a wedding highlight reel from the full ceremony and reception footage. Extract the vows, first kiss, first dance, cake cutting, bouquet toss, speeches with emotional reactions, and candid guest moments. Create a 5-minute cinematic highlight video.",
"mode": "max",
"video_urls": ["https://example.com/wedding-full.mp4"]
}'
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Generate a 2-minute trailer from this feature film. Select the most dramatic moments, action sequences, emotional beats, and visually stunning shots. Build tension with the pacing - start slow, build to climax. Avoid major spoilers but hint at the story.",
"mode": "max",
"video_urls": ["https://example.com/feature-film.mp4"]
}'
Ask your users before processing:
"Do you want fast & cheap, or high quality?"
| Mode | Best For | Speed | Quality |
|---|---|---|---|
max | Final highlight reels, client deliverables, trailer cuts | Slower | Highest |
eco | Quick previews, meeting recaps, internal reviews | Faster | Good |
Use session_id to iterate on extracted highlights:
# Initial extraction
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract highlights from this gaming stream, focus on the best plays",
"session_id": "highlight-project-001",
"video_urls": ["https://example.com/stream.mp4"]
}'
# Refine selection
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Remove the third clip and find more moments with team fights",
"session_id": "highlight-project-001"
}'
# Adjust timing
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Make each clip shorter, around 15-20 seconds, and add transitions between them",
"session_id": "highlight-project-001"
}'
Generate highlights optimized for different platforms:
# YouTube Shorts / TikTok (vertical 9:16)
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract viral-worthy moments and format them as vertical 9:16 clips for TikTok/YouTube Shorts. Each clip should be 15-30 seconds with a strong hook in the first 2 seconds.",
"mode": "max",
"video_urls": ["https://example.com/content.mp4"]
}'
# Twitter/X (square 1:1)
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Create square 1:1 highlight clips optimized for Twitter. Under 2 minutes each, punchy and shareable.",
"mode": "max",
"video_urls": ["https://example.com/content.mp4"]
}'
Customize what the AI looks for:
curl -X POST https://sense.eachlabs.run/chat \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-H "Accept: text/event-stream" \
-d '{
"message": "Extract highlights with the following criteria: prioritize moments with high audio energy (cheering, music peaks), visual motion (fast action, camera movement), and emotional expressions (laughter, surprise). Skip any slow or static segments. Create 8 clips of 20-40 seconds each.",
"mode": "max",
"video_urls": ["https://example.com/event-footage.mp4"]
}'
| Error | Cause | Solution |
|---|---|---|
Failed to create prediction: HTTP 422 | Insufficient balance | Top up at eachlabs.ai |
Video too long | Exceeds processing limits | Split into smaller segments |
Unsupported format | Video codec not supported | Convert to MP4 H.264 |
| Timeout | Long video processing | Set client timeout to minimum 10 minutes |
Important: Video highlight extraction can take significant time for long videos. Always set your HTTP client timeout to at least 10 minutes to avoid premature disconnection.
max mode for final deliverableseco mode for quick previews and iterationsession_id for multi-turn refinementeach-sense - Core API documentationvideo-generation - Generate new video contentvideo-edit - Edit and modify existing videos