breakdown-feature-implementation
Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.
Install / Use
npx skills add github/awesome-copilot --skill breakdown-feature-implementationInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of breakdown-feature-implementation
breakdown-feature-implementation scores 90/100 on our quality scale, 397th of 1,947 Development & Engineering skills we index (top 21%).
Its SKILL.md is 4.6 KB long, well organised into 15 sections with 2 code examples: a solid amount of guidance for an agent.
With 39,348 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 2 days ago, so breakdown-feature-implementation is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
breakdown-feature-implementation compared with similar skills
All 4 of these similar skills score higher than breakdown-feature-implementation; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| breakdown-feature-implementation (this skill)by github | 90 | 39.3k | 2d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.0k | 4d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | today | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 3d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 3d ago | SKILL.md |
Frequently asked questions
- How do I install breakdown-feature-implementation?
- Run
npx skills add github/awesome-copilot --skill breakdown-feature-implementation. The install tabs above show the steps for each supported agent. - Which AI agents does breakdown-feature-implementation work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is breakdown-feature-implementation safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is breakdown-feature-implementation still maintained?
- The repository was last updated 2 days ago, so breakdown-feature-implementation is actively maintained.
Skill content
View source on GitHubname: breakdown-feature-implementation description: 'Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.'
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]
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
