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github avatar

Breakdown Feature Implementation

github/awesome-copilotOfficial

This generates comprehensive implementation plans from PRDs, complete with Mermaid diagrams for system architecture and database schemas. It follows Epoch's monorepo structure and outputs detailed markdown files with component hierarchies using shadcn/ui, API specifications, and deployment strategies. You'd use this when moving from product requirements to actual development work and need a structured technical blueprint. The strength here is the systematic coverage of frontend, backend, and infrastructure concerns in one document, though you'll still need to adapt the generic structure to your specific tech stack and organizational patterns.

installs
9.2K
GitHub stars
40.5K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add github/awesome-copilot --skill breakdown-feature-implementation --agent claude-code

Installs into .claude/skills of the current project.

Files

Feature Implementation Plan Prompt

Goal

Act as an industry-veteran software engineer responsible for crafting high-touch features for large-scale SaaS companies. Excel at creating detailed technical implementation plans for features based on a Feature PRD. Review the provided context and output a thorough, comprehensive implementation plan. Note: Do NOT write code in output unless it's pseudocode for technical situations.

Output Format

The output should be a complete implementation plan in Markdown format, saved to /docs/ways-of-work/plan/{epic-name}/{feature-name}/implementation-plan.md.

File System

Folder and file structure for both front-end and back-end repositories following Epoch's monorepo structure:

apps/
  [app-name]/
services/
  [service-name]/
packages/
  [package-name]/

Implementation Plan

For each feature:

Goal

Feature goal described (3-5 sentences)

Requirements
  • Detailed feature requirements (bulleted list)
  • Implementation plan specifics
Technical Considerations
System Architecture Overview

Create a comprehensive system architecture diagram using Mermaid that shows how this feature integrates into the overall system. The diagram should include:

  • Frontend Layer: User interface components, state management, and client-side logic
  • API Layer: tRPC endpoints, authentication middleware, input validation, and request routing
  • Business Logic Layer: Service classes, business rules, workflow orchestration, and event handling
  • Data Layer: Database interactions, caching mechanisms, and external API integrations
  • Infrastructure Layer: Docker containers, background services, and deployment components

Use subgraphs to organize these layers clearly. Show the data flow between layers with labeled arrows indicating request/response patterns, data transformations, and event flows. Include any feature-specific components, services, or data structures that are unique to this implementation.

  • Technology Stack Selection: Document choice rationale for each layer
  • Integration Points: Define clear boundaries and communication protocols
  • Deployment Architecture: Docker containerization strategy
  • Scalability Considerations: Horizontal and vertical scaling approaches
Database Schema Design

Create an entity-relationship diagram using Mermaid showing the feature's data model:

  • Table Specifications: Detailed field definitions with types and constraints
  • Indexing Strategy: Performance-critical indexes and their rationale
  • Foreign Key Relationships: Data integrity and referential constraints
  • Database Migration Strategy: Version control and deployment approach
API Design
  • Endpoints with full specifications
  • Request/response formats with TypeScript types
  • Authentication and authorization with Stack Auth
  • Error handling strategies and status codes
  • Rate limiting and caching strategies
Frontend Architecture
Component Hierarchy Documentation

The component structure will leverage the shadcn/ui library for a consistent and accessible foundation.

Layout Structure:

Recipe Library Page
├── Header Section (shadcn: Card)
│   ├── Title (shadcn: Typography `h1`)
│   ├── Add Recipe Button (shadcn: Button with DropdownMenu)
│   │   ├── Manual Entry (DropdownMenuItem)
│   │   ├── Import from URL (DropdownMenuItem)
│   │   └── Import from PDF (DropdownMenuItem)
│   └── Search Input (shadcn: Input with icon)
├── Main Content Area (flex container)
│   ├── Filter Sidebar (aside)
│   │   ├── Filter Title (shadcn: Typography `h4`)
│   │   ├── Category Filters (shadcn: Checkbox group)
│   │   ├── Cuisine Filters (shadcn: Checkbox group)
│   │   └── Difficulty Filters (shadcn: RadioGroup)
│   └── Recipe Grid (main)
│       └── Recipe Card (shadcn: Card)
│           ├── Recipe Image (img)
│           ├── Recipe Title (shadcn: Typography `h3`)
│           ├── Recipe Tags (shadcn: Badge)
│           └── Quick Actions (shadcn: Button - View, Edit)
  • State Flow Diagram: Component state management using Mermaid
  • Reusable component library specifications
  • State management patterns with Zustand/React Query
  • TypeScript interfaces and types
Security Performance
  • Authentication/authorization requirements
  • Data validation and sanitization
  • Performance optimization strategies
  • Caching mechanisms

Context Template

  • Feature PRD: [The content of the Feature PRD markdown file]
SKILL.md on GitHub

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Details

Repository
github.com/github/awesome-copilot
Categories
Git & Pull Requests, AI & Agent Building

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