breakdown-feature-implementation

github/awesome-copilot · updated Apr 8, 2026

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$npx skills add https://github.com/github/awesome-copilot --skill breakdown-feature-implementation
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summary

Detailed feature implementation plan generator following Epoch monorepo conventions.

  • Generates comprehensive markdown implementation plans with system architecture, database schema, and API design specifications
  • Includes Mermaid diagrams for system architecture, entity relationships, and component hierarchies with shadcn/ui integration
  • Covers frontend component structure, state management patterns, backend service design, and deployment strategies
  • Outputs structured plans to /docs
skill.md

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

- **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]
how to use breakdown-feature-implementation

How to use breakdown-feature-implementation on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add breakdown-feature-implementation
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/github/awesome-copilot --skill breakdown-feature-implementation

The skills CLI fetches breakdown-feature-implementation from GitHub repository github/awesome-copilot and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/breakdown-feature-implementation

Reload or restart Cursor to activate breakdown-feature-implementation. Access the skill through slash commands (e.g., /breakdown-feature-implementation) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.534 reviews
  • Camila Johnson· Dec 8, 2024

    breakdown-feature-implementation reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Shikha Mishra· Dec 4, 2024

    Registry listing for breakdown-feature-implementation matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Noor Menon· Dec 4, 2024

    breakdown-feature-implementation is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Layla Chen· Nov 27, 2024

    Registry listing for breakdown-feature-implementation matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Yash Thakker· Nov 23, 2024

    breakdown-feature-implementation reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Arjun Ndlovu· Nov 23, 2024

    Solid pick for teams standardizing on skills: breakdown-feature-implementation is focused, and the summary matches what you get after install.

  • Layla Park· Oct 18, 2024

    Keeps context tight: breakdown-feature-implementation is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Dhruvi Jain· Oct 14, 2024

    I recommend breakdown-feature-implementation for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Kwame Gill· Oct 14, 2024

    We added breakdown-feature-implementation from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Oshnikdeep· Sep 21, 2024

    Useful defaults in breakdown-feature-implementation — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

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