Sora 2 - Chapter 15: Industry-specific Prompts (10)

15. Industry-specific Prompts (10)

15.1 Medical Education

Medical procedure demonstration, anatomical accuracy, educational clarity, professional healthcare setting

15.2 Architectural Visualization

Architectural walkthrough of modern building design, interior spaces, material details, lighting study

15.3 Car Reviews

Car review format: exterior 360, interior features, driving footage, performance highlights

15.4 Software Demonstration

Software tutorial: screen recording style, UI interaction, feature highlights, user-friendly explanation

15.5 Music Instruction

Music lesson: instrument technique close-ups, notation overlay, practice guidance, student perspective

15.6 Dance Choreography

Dance choreography: full-body movements, rhythm synchronization, multiple angles, studio lighting

15.7 Fitness Coaching

Workout instruction: proper form demonstration, muscle group focus, rep counting, motivational energy

15.8 Photography Tutorial

Photography tutorial: camera settings explanation, composition examples, lighting setup, editing process

15.9 Gardening Guide

Gardening guide: planting techniques, growth progress, seasonal care, harvest moments

15.10 Language Learning

Language learning content: pronunciation close-ups, cultural context, conversational scenarios, subtitle support

💡 Prompt Writing Tips Summary

Structured Prompt Framework (Training Wheels)

Context: [project background]
Task: [specific objective]
Guidelines: [execution notes]
Constraints: [limitations]

Core Elements Checklist

1. Subject: Define a clear protagonist or focal object.
2. Environment: Describe the setting and backdrop.
3. Camera: Specify shot type and movement.
4. Lighting: Call out illumination style and palette.
5. Texture: Mention materials and visual surface detail.
6. Audio: Indicate music and sound design (Sora 2 can auto-generate).

Concise vs Detailed

• Concise prompts: Great for rapid ideation and letting the model improvise.

  • Example: Pokémon cooking tutorial

• Detailed prompts: Ideal when you need precise control and cinematic polish.

  • Example: Include notes for shot choice, lighting, and color treatment.

Multilingual Support

• Sora 2 handles prompts in multiple languages.
• Keep cultural context accurate when referencing local details.
• Test mixed-language prompts carefully to ensure clarity.

📊 Usage Recommendations

For Content Creators

1. Start by experimenting with simple prompts.
2. Layer technical details gradually as you refine the idea.
3. Use Cameo to personalize faces or talent.
4. Iterate quickly across style variations.

For Advertising Professionals

1. Generate batches for A/B testing.
2. Prepare localized variants for different audiences.
3. Lean into authentic UGC-style storytelling.
4. Weigh cost versus expected impact.

For Educators

1. Visualize historical events and timelines.
2. Demonstrate scientific principles in motion.
3. Stage language-learning scenarios.
4. Design interactive teaching moments.

For Indie Creators

1. Prototype low-budget film concepts.
2. Assemble music-video ideas.
3. Validate imaginative concepts rapidly.
4. Produce teasers for crowdfunding campaigns.

⚠️ Considerations

Copyright

• Avoid protected characters, brands, and logos.
• Music generation may still require rights clearance.
• Secure permissions before using celebrity likenesses.

Content Moderation

• Follow OpenAI’s safety and usage policies.
• Avoid violent, explicit, or politically sensitive material.
• Respect cultural and religious sensitivities.

Technical Limitations

• Default clip length is roughly 10 seconds.
• Daily quota (Pro tiers: ~100 generations).
• Complex scenes may need multiple attempts.

Cost Planning

• Pro subscription: $20/month.
• Plus subscription: includes a limited generation allotment.
• Plan your workflow to avoid unnecessary reruns.

🔗 Resources

• Official site: https://openai.com/sora/
• Product documentation: https://openai.com/index/sora/
• Prompting guide: https://www.promptingguide.ai/models/sora
• Community sharing: Twitter #Sora2 hashtag
• Tutorial deep dive: https://skywork.ai/blog/sora-2-prompting-tips-2025/