Produce humorous, engaging, and context-aware scripts while maintaining response quality across different comedy styles.
Integrated the Gemini API with structured prompt engineering to generate personalized and consistent comedy scripts.
Case Study
Mobile
Skizzy
Skizzzy is an AI-powered platform that allows users to generate creative comedy scripts by uploading images and selecting a humor style. With secure authentication and a flexible token-based subscription system, users can easily create engaging and personalized content in just a few steps.
Flutterflow
Firebase
Challenges & solutions
The technical problems our team solved to ship a reliable, unified mobile experience.
Process up to three images efficiently while preserving contextual relationships for accurate script generation.
Build an optimized image handling workflow that combines multiple image inputs into a single AI request for richer and more relevant outputs.
Ensure the AI generates scripts that accurately reflect the selected humor style without losing context from the uploaded images.
Implemented dynamic prompt customization based on the user's selected comedy category to deliver tailored script outputs.
Accurately deduct tokens for every successful script generation while preventing duplicate deductions during failures or retries.
Developed a secure token management system backed by Firebase Cloud Functions to validate requests and update user balances reliably.
Manage subscription validation, token allocation, and purchase synchronization across devices.
Integrated RevenueCat for secure subscription management, automated entitlement validation, and token distribution.
Support multiple authentication methods while maintaining secure user identity management.
Implemented Firebase Authentication with Email, Google Sign-In, and Apple Sign-In for secure and reliable access.
Reduce delays caused by image uploads and AI processing while maintaining a smooth user experience.
Optimized image upload pipelines, asynchronous processing, and API communication to provide faster response times.
Support concurrent users, token validation, and AI processing without impacting performance.
Leveraged Firebase Cloud Functions and Firebase services to build a scalable backend capable of handling increasing workloads.
Protect authentication data, purchase information, and user-generated content while maintaining application reliability.
Implemented secure Firebase services, protected backend logic through Cloud Functions, and optimized data handling for a reliable and scalable platform.
Key features
What users get in the finished, shipped product.
User Authentication :
- Overview : Secure email, Google, and Apple login systems
- Security : Ensures a safe environment for managing automotive needs
- Accessibility : Allows users to register and log in with ease
Subscription with RevenueCat :
- Integration : Seamless subscription management via RevenueCat
- Function : Enables easy purchasing of script-generation tokens
- Experience : Provides a smooth and flexible purchasing workflow
AI-Based Script Generation :
- Overview : Intelligent system for creative content creation
- Process : Generates scripts based on images and comedy styles
- Value : Delivers instant, engaging, and creative entertainment
Image Upload Support :
- Capacity : Supports up to 3 image uploads per request
- Context : Helps the AI better understand visual scenarios
- Accuracy : Produces more relevant and high-quality script outputs
Comedy Style Selection :
- Overview : Multiple comedy categories for user selection
- Customization : Tailors the tone of the script to user preference
- Diversity : Ensures a wide variety of personalized creative outputs
Token-Based Usage System :
- Model : Consumption-based system for script generation
- Control : Gives users full authority over their individual usage
- Efficiency : Enhances monetization through a scalable credit model
Smooth User Experience :
- Workflow : Simple “Upload, Select, Generate” process
- Interface : Designed for speed and intuitive navigation
- Usability : Ensures a fast and friction-free experience for every user
Tech integrations
Third-party SDKs & libraries
3 core integrations powered
Gemini API
Core system integration
RevenueCat
Core system integration
Firebase cloud functions
Core system integration
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