惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

I
InfoQ
C
CERT Recently Published Vulnerability Notes
The Last Watchdog
The Last Watchdog
P
Proofpoint News Feed
D
Darknet – Hacking Tools, Hacker News & Cyber Security
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
GbyAI
GbyAI
T
Tenable Blog
博客园 - 三生石上(FineUI控件)
P
Privacy & Cybersecurity Law Blog
Simon Willison's Weblog
Simon Willison's Weblog
Jina AI
Jina AI
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Tor Project blog
博客园_首页
F
Fortinet All Blogs
博客园 - Franky
Latest news
Latest news
Last Week in AI
Last Week in AI
T
Threat Research - Cisco Blogs
Scott Helme
Scott Helme
L
LINUX DO - 热门话题
U
Unit 42
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Hugging Face - Blog
Hugging Face - Blog
D
Docker
Project Zero
Project Zero
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
MongoDB | Blog
MongoDB | Blog
F
Full Disclosure
D
DataBreaches.Net
Google DeepMind News
Google DeepMind News
Cisco Talos Blog
Cisco Talos Blog
Y
Y Combinator Blog
WordPress大学
WordPress大学
C
Cyber Attacks, Cyber Crime and Cyber Security
H
Help Net Security
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
月光博客
月光博客
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Blog — PlanetScale
Blog — PlanetScale
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
S
Schneier on Security
C
Cybersecurity and Infrastructure Security Agency CISA
P
Proofpoint News Feed
PCI Perspectives
PCI Perspectives
Cloudbric
Cloudbric
V
Visual Studio Blog
Recorded Future
Recorded Future
人人都是产品经理
人人都是产品经理

Xinwei Xiong (cubxxw) - AI, Open Source & Nomad Blog

2026 June Thought Notes: The Pushing-Away Comes Be… | cubxxw Dissecting open-lovable: An App Generator That Tam… | cubxxw Ignite and Settle (Part 3): Anxious Attachment — W… | cubxxw Ignite and Settle (Part 2): Avoidant Attachment — … | cubxxw Ignite and Settle (Part 1): The Quality and Time o… | cubxxw The Super-Individual Stack: AI-Native Product Dire… | cubxxw Building a Production-Grade AI Agent System from S… | cubxxw Seen Clearly, Loved Deeply: Five Lenses on Love, a… | cubxxw Context Is Not Prompt: Why Context Engineering Is Becoming AI's New Foundation The Agent Engineering Map: Where Does That 98.4% o… | cubxxw April 2026 Thought Notes Agent Identity: From Locke to OpenClaw Maintaining Self-Worth in the Age of AI March 2026 Thought Notes Lhasa: Slow and Heavy Wandering & Growing: 2025-2026 Annual Review AI and Self-Identity: Who Am I in the AI Age February 2026 Thought Notes January 2026 Thought Notes December 2025 Thought Notes Japan Travel Notes — Learning to Be with Time Through Wood, Fire, and Gaps 2025 November Thought Notes October 2025 Thought Notes September 2025 Thought Notes 2025 August Thought Notes 2025 July Thought Notes 2025 June Thought Notes Metacognitive Transformation Review 2025 May Thought Notes 2025 April Thought Notes AI Recommendation Systems: How They Work NotebookLM: Google's AI Research Tool TDD for AI: Test-Driven Development Guide MarkItDown: Convert Documents to Markdown LangGraph: Stateful AI Agent Workflows LangChain: Open Source LLM Framework LLM/AI API Gateway Market Analysis & Startup Stack Recommendations Independent Developer in the AI Era: Open Source Deep Dive GPT Researcher: Open Source Deep Dive Jina AI: Multimodal Search & Embeddings 2025 March Thought Notes 2024 Annual Review Travel Footprints About Me Kubernetes Resources and Learning Path Summary LangChain: Building LLM Applications Large Language Models: How LLMs Work Open Source Resume Builders & Career Tips Troubleshooting Guide for OpenIM Navigating the Open Source Landscape In 2023, I Was Wandering at the Edge of the World Exploring Sora Technology for Enthusiasts and Developers Combining GitHub and Google Workspace for Effective Project Management Brain-Friendly English Learning Strategies Flow State: Deep Focus and Happiness Guide GTD and the Quadrant Method Practice Go Directives & Automation Tools Deep Dive Concurrent Type Checking and Cross-Platform Development in Go Vector Database Learning OpenIM: Version Control & Testing Workflow Emerging Challenges and Trends in 2024 2023 Annual Summary Reflections and Aspirations GitOps & Kubernetes Deployment Strategies Deployment and Design of Management Backend and Monitoring Hugo Advanced Tutorial Kubernetes for Kustomize Learning OpenIM Use Harbor Build Enterprise Mirror Repositories Learn About Automated Testing Deep Dive into Kubernetes CNI, CRI, CSI Components Kubernetes Control Plane - Detailed Analysis of Kubelet Kubernetes Control Plane - Scheduler In-depth understanding of the components of Kubernetes Kube apisserver Deep Dive Into the Components of Kubernetes Etcd Kubernetes Port Config via Config Files OpenIM clustering design Kubernetes deploy concludes Open Source Business: From Community to Revenue The Art of Asking Questions in Open Source Communities Open Source Contribution Guidelines Cross Platform Compilation Github Actions Advanced Techniques Openim Devops Design GoReleaser: Automate your software releases Openim Multi Process Management About My Blog About My Hugo teaching Openkf Multi Architecture Image Prow Ecological Learning Openim Remote Work Culture Advanced Githook Design Openim Offline Deployment Design Read Openim Project Sealos Openim Source Code Project Management From Theory to Practice Stage Growth of Open Source Use Auto Gpt Use Go Tools Dlv Participating in This Project Kubernetes an Article to Get Started Quickly Start Here | cubxxw 分类 · CATEGORIES
Sora Ease Guide: Mastering Sora AI for Developers
Xinwei Xiong · 2024-03-14 · via Xinwei Xiong (cubxxw) - AI, Open Source & Nomad Blog

[Xinwei Xiong Me] · March 14, 2024

12 min · 2550 words · EN |

Copyright: SoraEase , please indicate the source when forwarding.

This article from the https://github.com/SoraEase/sora-prompt open source project,SoraEase wants to provide automated, easy, and quick to use tools and guidelines for SORa-related developers.

Sora Prompt Collection, a repository dedicated to inspiring AI-driven video creation with Sora. Structured Prompt | Sora Collection of prompt words, a repository designed to inspire AI-driven video creation using Sora.

Sora | Sora is an AI model that can create realistic and imaginative scenes from OpenAI’s text instructions. OpenAI is teaching AI to understand and simulate the physical world in motion, with the goal of training models to help people solve problems that require real-world interaction.

If you are a sora learner and want to get the latest sora consulting and related development projects, as well as SORA-related open source projects,Here awesome-sora provides sora related sora English guide, instruction guides, application development guide, select resource list,Sora Developer selection tool framework.

Sola offers the following features:

  • text to video
  • animation
  • Extension generated video
  • video to video editing
  • Connect video
  • Image generation (text to image)

In this repository you’ll find a variety of tips that you can use with Sora. We assign different tags according to the style of the video, so that you can quickly find the prompt examples (Prompt) and the generated video based on the tags, and modify them as needed.

While Sola isn’t officially released yet, we’re rounding up tips to help you quickly start using Sola to generate the videos you want.

Prompt word

Official prompt word generator

Video generation tips

Official video generation tips

Click to see more examples

A stylish woman walks down a Tokyo street filled with warm glowing neon and animated city signage. She wears a black leather jacket, a long red dress, and black boots, and carries a black purse. She wears sunglasses and red lipstick. She walks confidently and casually. The street is damp and reflective, creating a mirror effect of the colorful lights. Many pedestrians walk about.

Generate video link

Several giant wooly mammoths approach treading through a snowy meadow, their long wooly fur lightly blows in the wind as they walk, snow covered trees and dramatic snow capped mountains in the distance, mid afternoon light with wispy clouds and a sun high in the distance creates a warm glow, the low camera view is stunning capturing the large furry mammal with beautiful photography, depth of field.

Generate video link

A movie trailer featuring the adventures of the 30 year old space man wearing a red wool knitted motorcycle helmet, blue sky, salt desert, cinematic style, shot on 35mm film, vivid colors.

Generate video link

Drone view of waves crashing against the rugged cliffs along Big Sur’s garay point beach. The crashing blue waters create white-tipped waves, while the golden light of the setting sun illuminates the rocky shore. A small island with a lighthouse sits in the distance, and green shrubbery covers the cliff’s edge. The steep drop from the road down to the beach is a dramatic feat, with the cliff’s edges jutting out over the sea. This is a view that captures the raw beauty of the coast and the rugged landscape of the Pacific Coast Highway.

Generate video link

Animated scene features a close-up of a short fluffy monster kneeling beside a melting red candle. The art style is 3D and realistic, with a focus on lighting and texture. The mood of the painting is one of wonder and curiosity, as the monster gazes at the flame with wide eyes and open mouth. Its pose and expression convey a sense of innocence and playfulness, as if it is exploring the world around it for the first time. The use of warm colors and dramatic lighting further enhances the cozy atmosphere of the image.

Generate video link

A gorgeously rendered papercraft world of a coral reef, rife with colorful fish and sea creatures.

Generate video link

This close-up shot of a Victoria crowned pigeon showcases its striking blue plumage and red chest. Its crest is made of delicate, lacy feathers, while its eye is a striking red color. The bird’s head is tilted slightly to the side, giving the impression of it looking regal and majestic. The background is blurred, drawing attention to the bird’s striking appearance.

Generate video link

Photorealistic closeup video of two pirate ships battling each other as they sail inside a cup of coffee.

Generate video link

A young man at his 20s is sitting on a piece of cloud in the sky, reading a book.

Generate video link

Historical footage of California during the gold rush.

Generate video link

A close up view of a glass sphere that has a zen garden within it. There is a small dwarf in the sphere who is raking the zen garden and creating patterns in the sand.

Generate video link

Extreme close up of a 24 year old woman’s eye blinking, standing in Marrakech during magic hour, cinematic film shot in 70mm, depth of field, vivid colors, cinematic

Generate video link

A cartoon kangaroo disco dances.

Generate video link

A beautiful homemade video showing the people of Lagos, Nigeria in the year 2056. Shot with a mobile phone camera.

Generate video link

A petri dish with a bamboo forest growing within it that has tiny red pandas running around.

Generate video link

The camera rotates around a large stack of vintage televisions all showing different programs — 1950s sci-fi movies, horror movies, news, static, a 1970s sitcom, etc, set inside a large New York museum gallery.

Generate video link

3D animation of a small, round, fluffy creature with big, expressive eyes explores a vibrant, enchanted forest. The creature, a whimsical blend of a rabbit and a squirrel, has soft blue fur and a bushy, striped tail. It hops along a sparkling stream, its eyes wide with wonder. The forest is alive with magical elements: flowers that glow and change colors, trees with leaves in shades of purple and silver, and small floating lights that resemble fireflies. The creature stops to interact playfully with a group of tiny, fairy-like beings dancing around a mushroom ring. The creature looks up in awe at a large, glowing tree that seems to be the heart of the forest.

Generate video link

The camera follows behind a white vintage SUV with a black roof rack as it speeds up a steep dirt road surrounded by pine trees on a steep mountain slope, dust kicks up from it’s tires, the sunlight shines on the SUV as it speeds along the dirt road, casting a warm glow over the scene. The dirt road curves gently into the distance, with no other cars or vehicles in sight. The trees on either side of the road are redwoods, with patches of greenery scattered throughout. The car is seen from the rear following the curve with ease, making it seem as if it is on a rugged drive through the rugged terrain. The dirt road itself is surrounded by steep hills and mountains, with a clear blue sky above with wispy clouds.

Generate video link

Reflections in the window of a train traveling through the Tokyo suburbs.

Generate video link

A drone camera circles around a beautiful historic church built on a rocky outcropping along the Amalfi Coast, the view showcases historic and magnificent architectural details and tiered pathways and patios, waves are seen crashing against the rocks below as the view overlooks the horizon of the coastal waters and hilly landscapes of the Amalfi Coast Italy, several distant people are seen walking and enjoying vistas on patios of the dramatic ocean views, the warm glow of the afternoon sun creates a magical and romantic feeling to the scene, the view is stunning captured with beautiful photography.

Generate video link

A large orange octopus is seen resting on the bottom of the ocean floor, blending in with the sandy and rocky terrain. Its tentacles are spread out around its body, and its eyes are closed. The octopus is unaware of a king crab that is crawling towards it from behind a rock, its claws raised and ready to attack. The crab is brown and spiny, with long legs and antennae. The scene is captured from a wide angle, showing the vastness and depth of the ocean. The water is clear and blue, with rays of sunlight filtering through. The shot is sharp and crisp, with a high dynamic range. The octopus and the crab are in focus, while the background is slightly blurred, creating a depth of field effect.

Prompt words and video display on official Twitter

Click to see more examples
  1. a red panda and a toucan are best friends taking a stroll through santorini during the blue hour Generate video link
  2. a scuba diver discovers a hidden futuristic shipwreck, with cybernetic marine life and advanced alien technology Generate video link
  3. Close-up of a majestic white dragon with pearlescent, silver-edged scales, icy blue eyes, elegant ivory horns, and misty breath. Focus on detailed facial features and textured scales, set against a softly blurred background Generate video link
  4. in a beautifully rendered papercraft world, a steamboat travels across a vast ocean with wispy clouds in the sky. vast grassy hills lie in the distant background, and some sealife is visible near the papercraft ocean’s surface Generate video link
  5. a man BASE jumping over tropical hawaii waters. His pet macaw flies alongside him Generate video link
  6. a dark neon rainforest aglow with fantastical fauna and animals Generate video link
  7. a tortoise whose body is made of glass, with cracks that have been repaired using kintsugi, is walking on a black sand beach at sunset Generate video link
  8. cinematic trailer for a group of samoyed puppies learning to become chefs Generate video link
  9. Cinematic trailer for a group of adventurous puppies exploring ruins in the sky Generate video link
  10. nighttime footage of a hermit crab using an incandescent lightbulb as its shell Generate video link 11.minecraft with the most gorgeous high res 8k texture pack ever Generate video link
  11. this close-up shot of a futuristic cybernetic german shepherd showcases its striking brown and black fur… Generate video link
  12. pov footage of an ant navigating the inside of an ant nest Generate video link
  13. macro shot of a leaf showing tiny trains moving through its veins Generate video link
  14. a white and orange tabby alley cat is seen darting across a back street alley in a heavy rain, looking for shelter… Generate video link
  15. a photorealistic video of a butterfly that can swim navigating underwater through a beautiful coral reef Generate video link
  16. a giant duck walks through the streets in Boston Generate video link
  17. The camera lowers and widens to a grand panoramic view overlooking the beautiful ocean and the historical buildings along the a stunning coastal picturesque town perched on the cliffs… Generate video link
  18. a walking figure made out of water tours an art gallery with many beautiful works of art in different styles Generate video link
  19. a green blob and an orange blob are in love and dancing together Generate video link
  20. a spooky haunted mansion, with friendly jack o lanterns and ghost characters welcoming trick or treaters to the entrance, tilt shift photography Generate video link
  21. a giant cathedral is completely filled with cats. there are cats everywhere you look. a man enters the cathedral and bows before the giant cat king sitting on a throne. Generate video link
  22. realistic video of people relaxing at beach, then a shark jumps out of the water halfway through and surprises everyone Generate video link

Official TikTok prompt words and video display

Click to see more examples
  1. Tiny potato kings wearing majestic crowns, sitting on thrones, overseeing their vast potato kingdom filled with potato subjects and potato castles. Generate video link
  2. A minimap diorama of a cafe adorned with indoor plants. Wooden beams crisscross above, and a cold brew station stands out with tiny bottles and glasses. Generate video link
  3. an image of a realistic cloud that spells “SORA.” Generate video link
  4. monkey playing chess in a park. Generate video link
  5. macro shot of a leaf showing tiny trains moving through its veins Generate video link
  6. a computer hacker labrador retreiver wearing a black hooded sweatshirt sitting in front of the computer with the glare of the screen emanating on the dog’s face as he types very quickly. Generate video link
  7. a computer hacker labrador retreiver wearing a black hooded sweatshirt sitting in front of the computer with the glare of the screen emanating on the dog’s face as he types very quickly. Generate video link
  8. leaning tower of pizza Generate video link
  9. a low-quality, visually disappointing superbowl commercial Generate video link

How to make prompt words

Photography Technology/Equipment
  • Shot on 35mm film
  • Shot on 70mm film
  • Take pictures using your phone camera
Visual style
  • Cinematic feel
  • 3D digital rendering art style
  • wide lens
  • black and white tones
  • Old movie style grainy feel
  • golden sunset time
  • Star trail long exposure
  • Street documentary style
  • HDR high dynamic range
  • Slow motion shooting
  • Time lapse photography
  • Creative light painting
  • Virtual reality panorama
  • Macro photography

Photography Tips

  • Depth of field
  • Close-up
  • Clear and sharp images with shallow depth of field
  • Bright colors
Technical Effect
  • Stabilized Lens: Remove shake and keep the picture stable.
  • Color Correction: Adjust the color temperature, saturation, contrast, etc. of the video.
  • Light Effect: Simulate natural light, backlight or special light source effects.
  • Green Screen Cutout: Replace a background of a specific color (usually green or blue) with another screen.
  • Video Transitions: Smoothly or creatively transition between two shots.
  • Text Animation: The appearance, disappearance or movement effect of text.
  • Timeline Editing: Crop, splice, speed adjust, etc. video clips.
Visual style
  • VINTAGE STYLE: Mimics the visuals of old movies or a certain era.
  • Anime Style: Process the video into an artistic style similar to animation or hand-drawing.
  • Science Fiction Style: Give the video the visual characteristics of a futuristic or science fiction movie.
  • Dream Effect: Use blur, halo and other effects to create a dreamlike visual experience.
  • Documentary Style: imitates documentary photography and editing techniques.
Emotional Expression
  • Cheerful: Convey happy emotions through bright colors and fast-paced editing.
  • Nostalgia: Reminisce about the past with warm tones and retro transitions.
  • Tension: Create a tense atmosphere through fast editing and abrupt sound effects.
  • Romantic: Use soft light, slow motion and warm background music to create a romantic atmosphere.
Special effect
  • VR/360 Degree Video: Supports creating or editing virtual reality videos.
  • AR Effect: Add augmented reality elements and layers.
  • Audio Effects: background music, sound mixing, audio filtering and effects processing.
  • Interactive Video: Allows creators to add interactive elements, such as click-to-jump, questionnaires, etc.

SoraEase provides development tools and resources to simplify Sora’s AI video technology for everyone. Developers can better use our various tools for Sora development, and users can more conveniently use our tools to complete manual work with us. Smart video creation.

  • GitHub address: SoraEase GitHub
  • Join our community: Add Wechat nsddd_top and reply sora to join the group. In our WeChat community, you can get Sora’s latest consultation and technology sharing, and it is also a communication platform for Sora enthusiasts and developers.

We look forward to your joining and exploring the infinite possibilities of Sora technology!