Can I see which files are associated with a component?

Absolutely. If the node has a file path defined in its metadata, the skill reads that source file and up to five related files to build the profile.

How does the Health Assessment rating work?

The skill analyzes your source code for patterns like connection pooling, input validation, and retry logic to rate components as Healthy, Needs Attention, or At Risk.

What types of backend components can I focus on?

You can focus on any node ID, authentication modules, databases, message queues, caches, cron jobs, or specific API route paths within your project.

Does this skill require a running server?

Yes, it requires the Backend Factory server to be active (usually via the /backend-factory:start command) to fetch real-time architecture data.

Which backend frameworks are supported?

The skill is optimized for codebases using Express, Flask, FastAPI, and Hono.

Backend Factory Component Focus

Name: Backend Factory Component Focus
Author: randyquaye

byrandyquaye

0•

API 개발

Analyzes specific backend components to provide detailed station profiles, architectural maps, and code-driven narratives.

The Focus skill provides a deep-dive perspective into individual nodes within your backend architecture visualization. By targeting specific components like authentication modules, databases, or API routes, it generates a comprehensive 'day in the life' report. This includes upstream and downstream dependency mapping, first-person narration grounded in your actual source code, and a rigorous health assessment covering performance, security, and resilience. It is an essential tool for developers looking to understand complex service interactions or perform targeted audits of their Express, Flask, FastAPI, or Hono codebases.

주요 기능

01First-person 'Day in the Life' narration based on real source code logic

02Interactive visualization overlays to highlight specific architectural nodes

03Deep-zoom station profiling with upstream and downstream dependency mapping

040 GitHub stars

05Automated health assessments for performance, security, and resilience risks

06Comprehensive activity logs and flow-through analysis for every component

사용 사례

01Visualizing the impact of architectural changes on upstream and downstream dependencies

02Onboarding developers by providing narrative walkthroughs of complex backend modules

03Conducting targeted security and performance audits on critical infrastructure nodes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add randyquaye/backend-come-alive focus

For use in Claude.ai and ChatGPT

주요 기능

01First-person 'Day in the Life' narration based on real source code logic

02Interactive visualization overlays to highlight specific architectural nodes

03Deep-zoom station profiling with upstream and downstream dependency mapping

040 GitHub stars

05Automated health assessments for performance, security, and resilience risks

06Comprehensive activity logs and flow-through analysis for every component

사용 사례

01Visualizing the impact of architectural changes on upstream and downstream dependencies

02Onboarding developers by providing narrative walkthroughs of complex backend modules

03Conducting targeted security and performance audits on critical infrastructure nodes