github/awesome-copilot

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.

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See how to use itView GitHub source
npx skills add https://github.com/github/awesome-copilot --skill "skills/project-workflow-analysis-blueprint-generator"
Automated source guide

Source checked Jul 28, 2026·Refresh due Oct 26, 2026

Reorganized from the pinned upstream SKILL.md

Turn project-workflow-analysis-blueprint-generator's source instructions into a guide you can follow

According to the pinned SKILL.md from github/awesome-copilot: 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…

npx skills add https://github.com/github/awesome-copilot --skill "skills/project-workflow-analysis-blueprint-generator"
Check the pinned source

Best fit

  • 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.

Bring this context

  • A concrete task that matches the documented purpose of project-workflow-analysis-blueprint-generator.
  • The files, examples, or context the task depends on.
  • Your constraints, target environment, and definition of done.

Expected outputs

  • A result that follows the pinned project-workflow-analysis-blueprint-generator instructions.
  • A concise record of assumptions, inputs used, and unresolved questions.
  • A final check against the source workflow and relevant permission signals.

Key source sections

Read project-workflow-analysis-blueprint-generator through these 5 source sections

Sections are extracted automatically from the pinned SKILL.md and link back to the source.

01

Initial Detection Phase

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

SKILL.md · Initial Detection Phase
Review and apply the “Initial Detection Phase” source section.
02

Workflow Documentation Instructions

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

SKILL.md · Workflow Documentation Instructions
Provide a name and brief description of the workflowExplain the business purpose it servesIdentify the triggering action or event
03

1. Workflow Overview

Provide a name and brief description of the workflow

SKILL.md · 1. Workflow Overview
Provide a name and brief description of the workflowExplain the business purpose it servesIdentify the triggering action or event
05

3. Service Layer Implementation

Clean Architecture Patterns:

SKILL.md · 3. Service Layer Implementation
Document each service class involved with their dependenciesShow the complete method signatures with parameters and return typesInclude actual method implementations with key business logic

SkillSignal prompt templates

Provide the task, context, and acceptance criteria

These prompts were written by SkillSignal from the source structure; they are not upstream text.

Task-start prompt

Confirm source fit, inputs, and outputs before acting.

Use project-workflow-analysis-blueprint-generator to help me with: [specific task]. Context: [files, data, or background]. Constraints: [environment, scope, and prohibited actions]. Before acting, check the pinned SKILL.md and explain which sections apply, what inputs are still missing, and what you will deliver.

Source-guided execution

Make the Agent explicitly follow the key extracted sections.

Apply the pinned project-workflow-analysis-blueprint-generator source to [task]. Pay particular attention to these source sections: “Initial Detection Phase”, “Workflow Documentation Instructions”, “1. Workflow Overview”, “2. Entry Point Implementation”, “3. Service Layer Implementation”. Preserve the important decision at each step. Mark facts not covered by the source as “needs confirmation” instead of inventing them. Then verify the result against my acceptance criteria: [criteria].

Result-review prompt

Check omissions, permissions, and source drift before delivery.

Review the current project-workflow-analysis-blueprint-generator result: (1) does it satisfy the original task; (2) were any applicable steps or limits in the pinned SKILL.md missed; (3) did it perform any unauthorized file, command, network, or data action; and (4) which conclusions remain unverified? List issues first, then fix only what the source or user authorization supports.

Output checklist

Verify each item before delivery

The task matches the purpose documented in the SKILL.md.

The source section “Initial Detection Phase” has been checked.

The source section “Workflow Documentation Instructions” has been checked.

The source section “1. Workflow Overview” has been checked.

The source section “2. Entry Point Implementation” has been checked.

Inputs, constraints, and acceptance criteria are explicit.

Unverified facts, compatibility, and outcome claims are clearly marked.

Any file, command, network, or data action has been reviewed.

Choose a different workflow

When another Skill is the better fit

FAQ

What does project-workflow-analysis-blueprint-generator do?

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…

How do I start using project-workflow-analysis-blueprint-generator?

The catalog detected this source-specific install command: npx skills add https://github.com/github/awesome-copilot --skill "skills/project-workflow-analysis-blueprint-generator". Inspect the command and pinned source before running it.

Which Agent platforms does it declare?

No dedicated Agent platform is declared in the pinned source record.

Repository stars
37,126
Repository forks
4,654
Quality
92/100
Source repository last pushed

Quality breakdown

Based on traceable docs and repository signals; stars are not treated as quality.

92/100
Documentation30/30
Specificity22/25
Maintenance18/20
Trust signals22/25
View original Skill.mdThis page is parsed directly from the repository SKILL.md without editorial rewriting. Collected: Jul 28, 2026 · about 3 min

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."

Skill path
skills/project-workflow-analysis-blueprint-generator/SKILL.md
Commit SHA
9933dcad5be5
Repository license
MIT
Data collected