When does Auto-Architect trigger automatically?

It activates when it detects the same code structure in 3+ files, a specific error 2+ times, or when you transition between project phases like containerization.

What is the primary purpose of the Auto-Architect skill?

It monitors your project for repetitive patterns and automatically suggests or creates new Claude skills to handle those tasks efficiently.

How does it handle existing skills?

Auto-Architect maintains a skill inventory check to verify existing coverage before suggesting new ones, preventing functional duplication.

Can it help with Kubernetes and DevOps workflows?

Yes, it includes phase-aware logic specifically designed to suggest Docker, Helm, and K8s skills as your project matures toward deployment.

Auto-Architect

Name: Auto-Architect
Author: sarimofficial

bysarimofficial

0•

生産性とワークフロー

Automates the creation of domain-specific Claude skills by monitoring project patterns and identifying repetitive development tasks.

Auto-Architect is an intelligent meta-skill designed to scale developer productivity by identifying repetitive code patterns and transforming them into reusable Claude Code skills. It operates on a core philosophy that any task repeated three times should be automated, monitoring for duplicated logic, configuration boilerplate, and recurring error patterns. By providing phase-aware suggestions—ranging from database setup to Kubernetes orchestration—Auto-Architect ensures that your AI assistant evolves alongside your project, maintaining a library of specialized handlers and automation scripts that reduce manual overhead and ensure best practices across the entire software development lifecycle.

主な機能

01Phase-aware roadmap suggestions from development to deployment

020 GitHub stars

03Template-based skill generation for new project requirements

04Automated pattern detection for repeated code and configurations

05Intelligence learning loop to track and improve skill effectiveness

06Centralized error handling discovery for recurring bug patterns

ユースケース

01Transforming repetitive API boilerplate into a reusable CRUD generator skill

02Creating custom error handlers based on frequently occurring stack traces

03Auto-generating Kubernetes manifests and Helm charts when transitioning to deployment phases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sarimofficial/hackathonlphase-iv-ai-powered-kubernetes-deployment-minikube-helm-kubectl-ai-kagent-gordon auto-architect

For use in Claude.ai and ChatGPT

Download Skill

主な機能

01Phase-aware roadmap suggestions from development to deployment

020 GitHub stars

03Template-based skill generation for new project requirements

04Automated pattern detection for repeated code and configurations

05Intelligence learning loop to track and improve skill effectiveness

06Centralized error handling discovery for recurring bug patterns

ユースケース

01Transforming repetitive API boilerplate into a reusable CRUD generator skill

02Creating custom error handlers based on frequently occurring stack traces

03Auto-generating Kubernetes manifests and Helm charts when transitioning to deployment phases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sarimofficial/hackathonlphase-iv-ai-powered-kubernetes-deployment-minikube-helm-kubectl-ai-kagent-gordon auto-architect

For use in Claude.ai and ChatGPT

Download Skill