AI System Prompt Framework
IDE prompt that aims to standardize AI-assisted coding workflows across engineering teams, with AI enablement training including 2 company-wide lunch and learns and 17 group/individual check-ins.
Framework Design
Master IDE prompt aims to standardize AI-assisted coding workflows across engineering departments.
Helps enforce coding standards with rule citations. Built-in security patterns help prevent unsafe code generation and credential exposure.
IDE Prompt → Standards Enforcement → Multi-IDE Integration → Team AdoptionIncludes language-specific patterns for C#, C/C++, JavaScript/TypeScript, Python, Java, SQL, Bash, Rust, and Go.
Key Features
Standards Enforcement
Enforces coding standards with rule citations and built-in security patterns to prevent unsafe code generation.
Multi-IDE Integration
Integrates with Cursor, Windsurf, and VS Code IDEs for consistent AI assistance across development environments.
Multi-Language Support
Language-specific patterns for C#, C/C++, JavaScript/TypeScript, Python, Java, SQL, Bash, Rust, and Go.
Security Compliance
Built-in security patterns help prevent unsafe code generation and credential exposure with confidence-tagged output.
Technical Details
Enterprise Integration
Integrates with Cursor, Windsurf, and VS Code IDEs for consistent AI assistance.
Department-specific overrides allow teams to adapt while maintaining core standards.
Training & Enablement
Co-led 2 company-wide lunch and learns on ChatGPT setup and master prompt usage.
Conducted 17 group/individual AI check-ins and training sessions. Mentored an intern in prompt engineering.
Impact & Results
Improved company comfort with AI and knowledge of available tools through training sessions and framework development
Key Achievements
Developed master IDE prompt that aims to standardize AI-assisted coding workflows across engineering departments
Established AI standards and best practices for development teams
Co-led 2 company-wide lunch and learns on ChatGPT setup and master prompt usage
Conducted 17 group/individual AI check-ins and training sessions
Mentored an intern in prompt engineering and AI integration
Technical Highlights
- • Master IDE prompt standardization
- • Multi-IDE integration (Cursor, Windsurf, VS Code)
- • Security compliance patterns
- • Multi-language support (9 languages)
- • Department-specific overrides
- • Confidence-tagged output