incremental-implementation

Manage multi-file feature development through vertical slicing and atomic commits.

4|Updated Jul 20, 2026

Search Tags:#git #refactoring #ci-cd #incremental #development-workflow #software-architecture

Ready to run

npx skills add https://github.com/highflame-ai/ai-factory --skill incremental-implementation-highflame-ai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: incremental-implementation
Source: https://github.com/highflame-ai/ai-factory/tree/main/skills/incremental-implementation
Command: npx skills add https://github.com/highflame-ai/ai-factory --skill incremental-implementation-highflame-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the risk of breaking systems during large, multi-file, or multi-repo feature development by enforcing a disciplined, incremental approach that ensures the codebase remains in a working state at every step.

Core Features & Use Cases

Vertical Slicing: Orchestrates the implementation of end-to-end features by breaking them into small, testable, and reviewable slices.
Contract Safety: Ensures shared-contract changes are landed and verified before consumer code is updated, preventing broken builds.
Use Case: When implementing a new API endpoint that requires database schema changes, backend logic, and frontend integration, this skill guides the agent to ship the migration, then the backend, then the frontend in separate, verified commits.

Quick Start

Invoke the incremental-implementation skill to begin slicing your current feature request into atomic, verifiable development steps.

Frequently Asked Questions about incremental-implementation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I implement multi-file features without breaking the build during development?▼

To implement multi-file features without breaking builds, use vertical slicing to break work into small, testable slices with atomic commits. This keeps the codebase in a continuously working state by verifying each step before proceeding.

What is vertical slicing in software development workflows?▼

Vertical slicing is a development workflow methodology that breaks end-to-end features into small, testable, and reviewable slices. It ensures codebase stability by applying contract-first deployment and local test execution for each slice.

How do I manage cross-repository refactoring with shared contract changes?▼

Manage cross-repository refactoring by landing and verifying shared-contract changes before updating consumer code. This contract-first approach prevents broken builds across repositories during incremental feature development.

What is the best way to structure git commits for complex feature development?▼

The best way to structure git commits for complex features is using atomic commits adhering to conventional commit standards. Each commit represents a verified, vertical slice of the feature, ensuring continuous build stability.

Does incremental development work for CI/CD pipelines requiring continuous verification?▼

Yes, incremental development works for CI/CD pipelines by enforcing continuous verification of system state. It requires local test execution for each slice before deployment, ensuring build stability throughout the development workflow.

When should I avoid vertical slicing for software architecture changes?▼

Avoid vertical slicing when a task cannot be broken into atomic, independently testable slices. It requires tasks to support conventional commit standards and local test execution to verify system state at each step.