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github/awesome-copilot/skills/project-workflow-analysis-blueprint-generator/SKILL.md

project-workflow-analysis-blueprint-generator

Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.

Source repository stars
37,126
Declared platforms
0
Static risk flags
0
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technolog…

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/github/awesome-copilot --skill "skills/project-workflow-analysis-blueprint-generator"
    Safe inspection promptEditorial

    Inspect the Agent Skill "project-workflow-analysis-blueprint-generator" from https://github.com/github/awesome-copilot/blob/9933dcad5be5caeb288cebcd370eeeb2fc2f1685/skills/project-workflow-analysis-blueprint-generator/SKILL.md at commit 9933dcad5be5caeb288cebcd370eeeb2fc2f1685. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Initial Detection Phase

      Review the “Initial Detection Phase” section in the pinned source before continuing.

      Review and apply the “Initial Detection Phase” source section.
    2. 02

      Workflow Documentation Instructions

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

      Provide a name and brief description of the workflowExplain the business purpose it servesIdentify the triggering action or event
    3. 03

      1. Workflow Overview

      Provide a name and brief description of the workflow

      Provide a name and brief description of the workflowExplain the business purpose it servesIdentify the triggering action or event
    4. 04

      2. Entry Point Implementation

      Message Consumer Entry Points:

      Message Consumer Entry Points:
    5. 05

      3. Service Layer Implementation

      Clean Architecture Patterns:

      Document each service class involved with their dependenciesShow the complete method signatures with parameters and return typesInclude actual method implementations with key business logic

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score92/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars37,126SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    github/awesome-copilot
    Skill path
    skills/project-workflow-analysis-blueprint-generator/SKILL.md
    Commit
    9933dcad5be5caeb288cebcd370eeeb2fc2f1685
    License
    MIT
    Collected
    2026-07-28
    Default branch
    main
    View the original SKILL.md

    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."

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