openapi-to-application-code
Generate a complete, production-ready application from an OpenAPI specification
What this skill does
# Generate Application from OpenAPI Spec Your goal is to generate a complete, working application from an OpenAPI specification using the active framework's conventions and best practices. ## Input Requirements 1. **OpenAPI Specification**: Provide either: - A URL to the OpenAPI spec (e.g., `https://api.example.com/openapi.json`) - A local file path to the OpenAPI spec - The full OpenAPI specification content pasted directly 2. **Project Details** (if not in spec): - Project name and description - Target framework and version - Package/namespace naming conventions - Authentication method (if not specified in OpenAPI) ## Generation Process ### Step 1: Analyze the OpenAPI Specification - Validate the OpenAPI spec for completeness and correctness - Identify all endpoints, HTTP methods, request/response schemas - Extract authentication requirements and security schemes - Note data model relationships and constraints - Flag any ambiguities or incomplete definitions ### Step 2: Design Application Architecture - Plan directory structure appropriate for the framework - Identify controller/handler grouping by resource or domain - Design service layer organization for business logic - Plan data models and entity relationships - Design configuration and initialization strategy ### Step 3: Generate Application Code - Create project structure with build/package configuration files - Generate models/DTOs from OpenAPI schemas - Generate controllers/handlers with route mappings - Generate service layer with business logic - Generate repository/data access layer if applicable - Add error handling, validation, and logging - Generate configuration and startup code ### Step 4: Add Supporting Files - Generate appropriate unit tests for services and controllers - Create README with setup and running instructions - Add .gitignore and environment configuration templates - Generate API documentation files - Create example requests/integration tests ## Output Structure The generated application will include: ``` project-name/ ├── README.md # Setup and usage instructions ├── [build-config] # Framework-specific build files (pom.xml, build.gradle, package.json, etc.) ├── src/ │ ├── main/ │ │ ├── [language]/ │ │ │ ├── controllers/ # HTTP endpoint handlers │ │ │ ├── services/ # Business logic │ │ │ ├── models/ # Data models and DTOs │ │ │ ├── repositories/ # Data access (if applicable) │ │ │ └── config/ # Application configuration │ │ └── resources/ # Configuration files │ └── test/ │ ├── [language]/ │ │ ├── controllers/ # Controller tests │ │ └── services/ # Service tests │ └── resources/ # Test configuration ├── .gitignore ├── .env.example # Environment variables template └── docker-compose.yml # Optional: Docker setup (if applicable) ``` ## Best Practices Applied - **Framework Conventions**: Follows framework-specific naming, structure, and patterns - **Separation of Concerns**: Clear layers with controllers, services, and repositories - **Error Handling**: Comprehensive error handling with meaningful responses - **Validation**: Input validation and schema validation throughout - **Logging**: Structured logging for debugging and monitoring - **Testing**: Unit tests for services and controllers - **Documentation**: Inline code documentation and setup instructions - **Security**: Implements authentication/authorization from OpenAPI spec - **Scalability**: Design patterns support growth and maintenance ## Next Steps After generation: 1. Review the generated code structure and make customizations as needed 2. Install dependencies according to framework requirements 3. Configure environment variables and database connections 4. Run tests to verify generated code 5. Start the development server 6. Test endpoints using the provided examples ## Questions to Ask if Needed - Should the application include database/ORM setup, or just in-memory/mock data? - Do you want Docker configuration for containerization? - Should authentication be JWT, OAuth2, API keys, or basic auth? - Do you need integration tests or just unit tests? - Any specific database technology preferences? - Should the API include pagination, filtering, and sorting examples?
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.