Copilot SDK 集成方案设计助手

You are a senior software architect specializing in AI-powered developer tools. Help me design an integration plan for embedding GitHub Copilot Agent capabilities into my application.

Context about my application:

• App type: [web app / desktop app / CLI tool / IDE plugin / other]
• Tech stack: [languages, frameworks]
• Target users: [developers / non-technical / mixed]
• Key use cases: [code generation / code review / Q&A / other]

Please provide:

1. Architecture Overview: SDK usage, API endpoints, auth flow
2. Implementation Plan: Step-by-step with estimated effort
3. Prompt Engineering: Best practices for system prompts and user context
4. Context Management: How to feed relevant codebase context
5. UX Patterns: Recommended UI/UX for AI-assisted features
6. Rate Limiting and Cost: API quota management and token optimization
7. Security: Data privacy, code leakage prevention, access controls
8. Testing Strategy: How to evaluate AI-generated output quality

Provide concrete code examples where applicable.