mirror of
https://github.com/github/awesome-copilot.git
synced 2026-02-20 02:15:12 +00:00
feat: Add AI Prompt Engineering Safety Best Practices (#87)
* feat: Add comprehensive AI Prompt Engineering & Safety Best Practices - Add 868-line instruction file covering prompt engineering fundamentals, safety, bias mitigation, security, and responsible AI usage - Add 527-line expert chat mode for prompt analysis and improvement with systematic evaluation frameworks - Include detailed templates, checklists, examples, and educational resources - Follow industry best practices from Microsoft, OpenAI, and Google AI principles - Implement comprehensive safety assessment frameworks and bias detection tools - Add advanced techniques: prompt chaining, templates, versioning, and testing frameworks - Provide extensive references to official guidelines, research papers, and community resources - Strictly comply with project guidelines (CONTRIBUTING.md, SECURITY.md, SUPPORT.md) Total: 1,395 lines of professional-grade prompt engineering guidance * feat: add comprehensive AI prompt engineering safety best practices instruction - Add 868-line comprehensive instruction file covering prompt engineering fundamentals - Include safety frameworks, bias mitigation, security best practices, and responsible AI usage - Provide detailed templates, checklists, and testing methodologies - Cover anti-patterns, prompt injection prevention, and ethical considerations - Add educational content on prompt patterns, validation techniques, and documentation - Include practical examples and real-world scenarios for developers - Rename file to avoid conflict with existing prompt-engineer chat mode - Update README with new instruction file This instruction provides developers with industry-standard best practices for creating safe, effective, and responsible AI prompts for Copilot and other LLMs. * fix: restore original prompt-engineer chat mode to match upstream - Restore the original prompt-engineer.chatmode.md from upstream/main - Remove overwritten comprehensive version to avoid duplication and conflict - Ensure only the official, simple prompt engineer chat mode is present All advanced prompt engineering best practices are now in the new instruction file only. * chore: regenerate README after restoring original prompt engineer chat mode - Re-run update-readme.js to ensure only the correct, original description for prompt-engineer.chatmode.md is present - Remove any duplicate or outdated descriptions from previous comprehensive version - README is now fully in sync with the restored chat mode and current repo state * feat: add comprehensive AI prompt engineering safety review prompt - Add 150+ line prompt file for AI prompt engineering safety review and improvement - Include systematic analysis framework covering safety, bias, security, and effectiveness - Provide structured output format with detailed assessment criteria - Include safety guidelines, testing recommendations, and educational insights - Complement the existing AI prompt engineering safety best practices instruction - Follow repository guidelines and best practices for prompt creation This prompt enables developers to systematically review and improve prompts for safety, bias mitigation, security, and responsible AI usage. * feat: expand AI prompt engineering safety review prompt with comprehensive analysis - Expand prompt from basic to comprehensive 200+ line analysis framework - Add advanced pattern analysis covering zero-shot, few-shot, chain-of-thought, role-based patterns - Include technical robustness assessment (input validation, error handling, scalability) - Add performance optimization metrics (token efficiency, response quality, consistency) - Enhance output format with detailed scoring and assessment criteria - Include bias mitigation strategies, security enhancements, and technical improvements - Provide extensive testing recommendations and educational insights - Follow repository guidelines for comprehensive, actionable prompt content This expanded prompt provides developers with a thorough, systematic approach to prompt safety review and improvement.
This commit is contained in:
Vamshi Verma
GitHub
@@ -23,6 +23,7 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for
|
||||
|
||||
| Title | Description | Install |
|
||||
| ----- | ----------- | ------- |
|
||||
| [AI Prompt Engineering & Safety Best Practices](instructions/ai-prompt-engineering-safety-best-practices.instructions.md) | Comprehensive best practices for AI prompt engineering, safety frameworks, bias mitigation, and responsible AI usage for Copilot and LLMs. | [](https://vscode.dev/redirect?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fai-prompt-engineering-safety-best-practices.instructions.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fai-prompt-engineering-safety-best-practices.instructions.md) |
|
||||
| [Angular Development Instructions](instructions/angular.instructions.md) | Angular-specific coding standards and best practices | [](https://vscode.dev/redirect?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fangular.instructions.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fangular.instructions.md) |
|
||||
| [ASP.NET REST API Development](instructions/aspnet-rest-apis.instructions.md) | Guidelines for building REST APIs with ASP.NET | [](https://vscode.dev/redirect?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Faspnet-rest-apis.instructions.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Faspnet-rest-apis.instructions.md) |
|
||||
| [Azure Functions Typescript](instructions/azure-functions-typescript.instructions.md) | TypeScript patterns for Azure Functions | [](https://vscode.dev/redirect?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fazure-functions-typescript.instructions.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fazure-functions-typescript.instructions.md) |
|
||||
@@ -70,6 +71,7 @@ Ready-to-use prompt templates for specific development scenarios and tasks, defi
|
||||
|
||||
| Title | Description | Install |
|
||||
| ----- | ----------- | ------- |
|
||||
| [AI Prompt Engineering Safety Review & Improvement](prompts/ai-prompt-engineering-safety-review.prompt.md) | Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content. | [](https://vscode.dev/redirect?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fai-prompt-engineering-safety-review.prompt.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fai-prompt-engineering-safety-review.prompt.md) |
|
||||
| [ASP.NET Minimal API with OpenAPI](prompts/aspnet-minimal-api-openapi.prompt.md) | Create ASP.NET Minimal API endpoints with proper OpenAPI documentation | [](https://vscode.dev/redirect?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faspnet-minimal-api-openapi.prompt.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faspnet-minimal-api-openapi.prompt.md) |
|
||||
| [Azure Cost Optimize](prompts/az-cost-optimize.prompt.md) | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | [](https://vscode.dev/redirect?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md) |
|
||||
| [Azure Resource Health & Issue Diagnosis](prompts/azure-resource-health-diagnose.prompt.md) | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. | [](https://vscode.dev/redirect?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md) [](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md) |
|
||||
|
||||
Reference in New Issue
Block a user