project-workflow-analysis-blueprint-generator

作者: github

通过分析项目架构、技术栈和工作流模式,生成详细的实施蓝图。自动检测项目类型、入口点、持久化机制和架构模式(.NET、Java/Spring、React、微服务等),以定制文档。记录跨入口点、服务层、数据访问、错误处理和响应构建的完整端到端工作流,并附带实际代码示例。可配置输出详细程度、工作流数量等。

npx skills add https://github.com/github/awesome-copilot --skill project-workflow-analysis-blueprint-generator

Project Workflow Documentation Generator

Configuration Variables

${PROJECT_TYPE="Auto-detect|.NET|Java|Spring|Node.js|Python|React|Angular|Microservices|Other"}
<!-- Primary technology stack -->

${ENTRY_POINT="API|GraphQL|Frontend|CLI|Message Consumer|Scheduled Job|Custom"}
<!-- Starting point for the flow -->

${PERSISTENCE_TYPE="Auto-detect|SQL Database|NoSQL Database|File System|External API|Message Queue|Cache|None"}
<!-- Data storage type -->

${ARCHITECTURE_PATTERN="Auto-detect|Layered|Clean|CQRS|Microservices|MVC|MVVM|Serverless|Event-Driven|Other"}
<!-- Primary architecture pattern -->

${WORKFLOW_COUNT=1-5}
<!-- Number of workflows to document -->

${DETAIL_LEVEL="Standard|Implementation-Ready"}
<!-- Level of implementation detail to include -->

${INCLUDE_SEQUENCE_DIAGRAM=true|false}
<!-- Generate sequence diagram -->

${INCLUDE_TEST_PATTERNS=true|false}
<!-- Include testing approach -->

Generated Prompt

"Analyze the codebase and document ${WORKFLOW_COUNT} representative end-to-end workflows 
that can serve as implementation templates for similar features. Use the following approach:

Initial Detection Phase

${PROJECT_TYPE == "Auto-detect" ? 
  "Begin by examining the codebase structure to identify technologies:
   - Check for .NET solutions/projects, Spring configurations, Node.js/Express files, etc.
   - Identify the primary programming language(s) and frameworks in use
   - Determine the architectural patterns based on folder structure and key components" 
  : "Focus on ${PROJECT_TYPE} patterns and conventions"}
${ENTRY_POINT == "Auto-detect" ? 
  "Identify typical entry points by looking for:
   - API controllers or route definitions
   - GraphQL resolvers
   - UI components that initiate network requests
   - Message handlers or event subscribers
   - Scheduled job definitions" 
  : "Focus on ${ENTRY_POINT} entry points"}
${PERSISTENCE_TYPE == "Auto-detect" ? 
  "Determine persistence mechanisms by examining:
   - Database context/connection configurations
   - Repository implementations
   - ORM mappings
   - External API clients
   - File system interactions" 
  : "Focus on ${PERSISTENCE_TYPE} interactions"}

Workflow Documentation Instructions

For each of the ${WORKFLOW_COUNT} most representative workflow(s) in the system:

1. Workflow Overview

  • Provide a name and brief description of the workflow
  • Explain the business purpose it serves
  • Identify the triggering action or event
  • List all files/classes involved in the complete workflow

2. Entry Point Implementation

API Entry Points:

${ENTRY_POINT == "API" || ENTRY_POINT == "Auto-detect" ? 
  "- Document the API controller class and method that receives the request
   - Show the complete method signature including attributes/annotations
   - Include the full request DTO/model class definition
   - Document validation attributes and custom validators
   - Show authentication/authorization attributes and checks" : ""}

GraphQL Entry Points:

${ENTRY_POINT == "GraphQL" || ENTRY_POINT == "Auto-detect" ? 
  "- Document the GraphQL resolver class and method
   - Show the complete schema definition for the query/mutation
   - Include input type definitions
   - Show resolver method implementation with parameter handling" : ""}

Frontend Entry Points:

${ENTRY_POINT == "Frontend" || ENTRY_POINT == "Auto-detect" ? 
  "- Document the component that initiates the API call
   - Show the event handler that triggers the request
   - Include the API client service method
   - Show state management code related to the request" : ""}

Message Consumer Entry Points:

${ENTRY_POINT == "Message Consumer" || ENTRY_POINT == "Auto-detect" ? 
  "- Document the message handler class and method
   - Show message subscription configuration
   - Include the complete message model definition
   - Show deserialization and validation logic" : ""}

3. Service Layer Implementation

  • Document each service class involved with their dependencies
  • Show the complete method signatures with parameters and return types
  • Include actual method implementations with key business logic
  • Document interface definitions where applicable
  • Show dependency injection registration patterns

CQRS Patterns:

${ARCHITECTURE_PATTERN == "CQRS" || ARCHITECTURE_PATTERN == "Auto-detect" ? 
  "- Include complete command/query handler implementations" : ""}

Clean Architecture Patterns:

${ARCHITECTURE_PATTERN == "Clean" || ARCHITECTURE_PATTERN == "Auto-detect" ? 
  "- Show use case/interactor implementations" : ""}

4. Data Mapping Patterns

  • Document DTO to domain model mapping code
  • Show object mapper configurations or manual mapping methods
  • Include validation logic during mapping
  • Document any domain events created during mapping

5. Data Access Implementation

  • Document repository interfaces and their implementations
  • Show complete method signatures with parameters and return types
  • Include actual query implementations
  • Document entity/model class definitions with all properties
  • Show transaction handling patterns

SQL Database Patterns:

${PERSISTENCE_TYPE == "SQL Database" || PERSISTENCE_TYPE == "Auto-detect" ? 
  "- Include ORM configurations, annotations, or Fluent API usage
   - Show actual SQL queries or ORM statements" : ""}

NoSQL Database Patterns:

${PERSISTENCE_TYPE == "NoSQL Database" || PERSISTENCE_TYPE == "Auto-detect" ? 
  "- Show document structure definitions
   - Include document query/update operations" : ""}

6. Response Construction

  • Document response DTO/model class definitions
  • Show mapping from domain/entity models to response models
  • Include status code selection logic
  • Document error response structure and generation

7. Error Handling Patterns

  • Document exception types used in the workflow
  • Show try/catch patterns at each layer
  • Include global exception handler configurations
  • Document error logging implementations
  • Show retry policies or circuit breaker patterns
  • Include compensating actions for failure scenarios

8. Asynchronous Processing Patterns

  • Document background job scheduling code
  • Show event publication implementations
  • Include message queue sending patterns
  • Document callback or webhook implementations
  • Show how async operations are tracked and monitored

Testing Approach (Optional):

${INCLUDE_TEST_PATTERNS ? 
  "9. **Testing Approach**
     - Document unit test implementations for each layer
     - Show mocking patterns and test fixture setup
     - Include integration test implementations
     - Document test data generation approaches
     - Show API/controller test implementations" : ""}

Sequence Diagram (Optional):

${INCLUDE_SEQUENCE_DIAGRAM ? 
  "10. **Sequence Diagram**
      - Generate a detailed sequence diagram showing all components
      - Include method calls with parameter types
      - Show return values between components
      - Document conditional flows and error paths" : ""}

11. Naming Conventions

Document consistent patterns for:

  • Controller naming (e.g., EntityNameController)
  • Service naming (e.g., EntityNameService)
  • Repository naming (e.g., IEntityNameRepository)
  • DTO naming (e.g., EntityNameRequest, EntityNameResponse)
  • Method naming patterns for CRUD operations
  • Variable naming conventions
  • File organization patterns

12. Implementation Templates

Provide reusable code templates for:

  • Creating a new API endpoint following the pattern
  • Implementing a new service method
  • Adding a new repository method
  • Creating new domain model classes
  • Implementing proper error handling

Technology-Specific Implementation Patterns

.NET Implementation Patterns (if detected):

${PROJECT_TYPE == ".NET" || PROJECT_TYPE == "Auto-detect" ? 
  "- Complete controller class with attributes, filters, and dependency injection
   - Service registration in Startup.cs or Program.cs
   - Entity Framework DbContext configuration
   - Repository implementation with EF Core or Dapper
   - AutoMapper profile configurations
   - Middleware implementations for cross-cutting concerns
   - Extension method patterns
   - Options pattern implementation for configuration
   - Logging implementation with ILogger
   - Authentication/authorization filter or policy implementations" : ""}

Spring Implementation Patterns (if detected):

${PROJECT_TYPE == "Java" || PROJECT_TYPE == "Spring" || PROJECT_TYPE == "Auto-detect" ? 
  "- Complete controller class with annotations and dependency injection
   - Service implementation with transaction boundaries
   - Repository interface and implementation
   - JPA entity definitions with relationships
   - DTO class implementations
   - Bean configuration and component scanning
   - Exception handler implementations
   - Custom validator implementations" : ""}

React Implementation Patterns (if detected):

${PROJECT_TYPE == "React" || PROJECT_TYPE == "Auto-detect" ? 
  "- Component structure with props and state
   - Hook implementation patterns (useState, useEffect, custom hooks)
   - API service implementation
   - State management patterns (Context, Redux)
   - Form handling implementations
   - Route configuration" : ""}

Implementation Guidelines

Based on the documented workflows, provide specific guidance for implementing new features:

1. Step-by-Step Implementation Process

  • Where to start when adding a similar feature
  • Order of implementation (e.g., model → repository → service → controller)
  • How to integrate with existing cross-cutting concerns

2. Common Pitfalls to Avoid

  • Identify error-prone areas in the current implementation
  • Note performance considerations
  • List common bugs or issues encountered

3. Extension Mechanisms

  • Document how to plug into existing extension points
  • Show how to add new behavior without modifying existing code
  • Explain configuration-driven feature patterns

Conclusion: Conclude with a summary of the most important patterns that should be followed when implementing new features to maintain consistency with the codebase."

来自 github 的更多技能

console-rendering
github
在Go中使用基于结构体标签的控制台渲染系统的说明
official
acquire-codebase-knowledge
github
当用户明确要求映射、记录或熟悉现有代码库时使用此技能。触发词如“映射此代码库”、“记录…
official
acreadiness-assess
github
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc…
official
acreadiness-generate-instructions
github
通过AgentRC指令命令生成定制化的AI代理指令文件。生成.github/copilot-instructions.md(默认,推荐用于VS Code中的Copilot…
official
acreadiness-policy
github
帮助用户选择、编写或应用AgentRC策略。策略通过禁用无关检查、覆盖影响/级别、设置…来定制就绪评分。
official
add-educational-comments
github
为代码文件添加教育性注释,将其转化为有效的学习资源。根据三个可配置的知识水平(初级、中级、高级)调整解释深度和语气。若未提供文件,自动请求文件,并附带编号列表以便快速选择。仅通过教育性注释将文件扩展最多125%(硬性限制:新增400行;超过1000行的文件限制为300行)。保留文件编码、缩进风格、语法正确性以及...
official
adobe-illustrator-scripting
github
使用ExtendScript(JavaScript/JSX)编写、调试和优化Adobe Illustrator自动化脚本。在创建或修改操作…的脚本时使用。
official
agent-governance
github
声明式策略、意图分类及审计追踪,用于控制AI代理工具访问与行为。可组合的治理策略定义允许/禁止的工具、内容过滤器、速率限制及审批要求——以配置而非代码形式存储。语义意图分类在执行工具前通过基于模式的信号检测危险提示(数据泄露、权限提升、提示注入)。工具级治理装饰器在函数层面强制执行策略...
official