Which programming languages does the scaffolder detect?

The skill currently includes detection logic for TypeScript, JavaScript, Python, PHP, Rust, and Go.

Does this skill work with existing projects?

Yes, it can detect existing project roots, languages, and package managers to convert them into a Serena-managed workflow environment.

What happens if I skip the feature setup during scaffolding?

The system enters a 'Minimal Workflow Mode' which allows for research and clarification but restricts code execution until features are properly onboarded.

What is the main purpose of the swe-scaffold-project skill?

It initializes a project for use with the Serena Workflow Engine by creating the necessary directory structure and core memory files like _INDEX and INDEX_FEATURES.

Serena SWE Project Scaffolder

Name: Serena SWE Project Scaffolder
Author: EarthmanWeb

byEarthmanWeb

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Productivity & Workflow

Initializes the Serena Workflow Engine by creating core directory structures and memory files for new or existing projects.

The swe-scaffold-project skill is designed to bridge the gap between a raw codebase and an AI-driven development environment. It automates the setup of the Serena Workflow Engine (SWE) by detecting project attributes—such as language and package managers—and creating essential 'memory' files that help Claude navigate and understand the project structure. This skill is essential for developers starting new projects or migrating existing ones to a structured AI development workflow, providing a standardized foundation for feature onboarding and architectural tracking.

Key Features

01Automatic project environment detection including language and package managers

021 GitHub stars

03Standardized directory creation for SWE memories and Claude hooks

04Integrated hand-off to feature onboarding wizards for rapid development start

05Automated architecture placeholder generation for structured documentation

06Initialization of core navigation hubs like _INDEX and INDEX_FEATURES

Use Cases

01Setting up a brand-new repository with a structured AI-assisted development workflow

02Retrofitting an existing legacy project with Serena SWE memory management

03Standardizing project directory structures and documentation patterns across teams

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add earthmanweb/serena-workflow-engine swe-scaffold-project

For use in Claude.ai and ChatGPT

Download Skill