Does it clean up after merging?

Yes, once merged, it performs a final sync, renames the plan to mark it complete, and deletes local and remote feature branches created during the process.

Can I use it if I already have a plan?

Yes, it detects existing plan files. If a plan is already approved, it skips the planning phase and proceeds directly to implementation.

Does it create a separate PR for every small change?

No, it defaults to batching multiple phases into a single PR to reduce overhead, only splitting them if a phase exceeds a specific size threshold (100+ lines).

How does it handle code quality?

The skill runs mandatory quality gates including code simplification and multiple automated reviews (spec compliance, code quality, and test analysis) before shipping.

What happens if the implementation fails?

If a phase fails or is blocked, the skill stops the loop and informs the user. It logs concerns in the plan notes, ensuring you can intervene and resolve issues before resuming.

Auto-Implement: End-to-End Feature Delivery

Name: Auto-Implement: End-to-End Feature Delivery
Author: matthiaskloft

bymatthiaskloft

0•

Productivity & Workflow

Automates the entire software development lifecycle from initial planning to merged pull requests.

Auto-Implement is a comprehensive workflow skill designed to handle the complete feature delivery pipeline autonomously. It bridges the gap between a high-level idea and a merged feature by orchestrating planning, multi-phase implementation, quality assurance, and pull request management. By integrating state tracking and automated quality gates, it allows developers to initiate a 'plan and ship' sequence that runs until completion, only stopping for critical blockers or manual intervention when necessary.

Key Features

01Automated pull request monitoring and post-merge cleanup

02Automated state tracking and resumption via .workflow-state.json

03Multi-phase implementation with intelligent PR batching

04Built-in quality gates including code simplification and multi-reviewer checks

05Autonomous end-to-end workflow from idea to merged PR

060 GitHub stars

Use Cases

01Implementing a new feature from a brief description or spec without manual step-by-step guidance.

02Managing high-volume updates where shipping and merging need to happen sequentially and autonomously.

03Executing complex refactors that involve multiple phases and require a structured implementation plan.

Key Features

01Automated pull request monitoring and post-merge cleanup

02Automated state tracking and resumption via .workflow-state.json

03Multi-phase implementation with intelligent PR batching

04Built-in quality gates including code simplification and multi-reviewer checks

05Autonomous end-to-end workflow from idea to merged PR

060 GitHub stars

Use Cases

01Implementing a new feature from a brief description or spec without manual step-by-step guidance.

02Managing high-volume updates where shipping and merging need to happen sequentially and autonomously.

03Executing complex refactors that involve multiple phases and require a structured implementation plan.