What happens if a test fails during implementation?

The skill attempts to fix the failure within a 20-minute window; if unsuccessful, it rolls back or skips the feature and reports the blocker to the user.

Can I use this for complex architectural changes?

The skill is designed to skip high-risk architectural changes or features requiring external services, focusing instead on safe, incremental enhancements.

How does the skill identify which features to work on?

It specifically parses the 'Remaining Tasks' section of your docs/improvements.md file, prioritizing them based on labels like 'Medium' or 'Low' priority.

Does it automatically push code to production?

No, it makes atomic commits to your local repository only after all tests pass. You maintain final control over pushing and merging the changes.

Does it support non-Ruby projects?

The logic is optimized for projects using RSpec and StandardRB, but the implementation pattern can be adapted for other environments with similar test runners.

Incremental Feature Improver

Name: Incremental Feature Improver
Author: codenamev

bycodenamev

•

Productivity & Workflow

Systematically implements feature requests from documentation using a tested, atomic commit workflow.

About

The Incremental Feature Improver skill empowers Claude to autonomously process project roadmaps by reading from a standardized improvements document. It manages the entire development lifecycle for new features: from prioritizing tasks and assessing technical feasibility to incremental coding, automated testing, and git management. By enforcing strict success criteria and atomic commits, it ensures that your repository evolves predictably while maintaining a clean, well-documented history without manual intervention.

Key Features

Technical feasibility assessment to filter high-risk architectural changes
Automatic documentation synchronization for completed tasks
Automated task extraction and prioritization from docs/improvements.md
Standardized atomic git commits with detailed implementation notes
Incremental implementation cycles with mandatory test validation
8 GitHub stars

Use Cases

Maintaining a synchronized project roadmap and commit history
Executing a backlog of medium-to-low priority feature enhancements autonomously
Ensuring consistent testing and linting standards during rapid feature additions

About

Key Features

Technical feasibility assessment to filter high-risk architectural changes
Automatic documentation synchronization for completed tasks
Automated task extraction and prioritization from docs/improvements.md
Standardized atomic git commits with detailed implementation notes
Incremental implementation cycles with mandatory test validation
8 GitHub stars

Use Cases

Maintaining a synchronized project roadmap and commit history
Executing a backlog of medium-to-low priority feature enhancements autonomously
Ensuring consistent testing and linting standards during rapid feature additions