Find agent skills by outcome

- Identify and describe the most important system components

explaining their role and responsibility within the architecture.

- Does it follow a specific pattern (e.g.

Monolithic

- Base this on ORM models

migrations

- Identify and describe the most important or central modules

classes

- Include clickable links to files

functions

Are there main configuration files? (e.g.

`config.yaml`

- Include clickable links to files

functions

- Are specific security libraries prominently used (e.g.

Spring Security

Data

- Is there visible integration with monitoring tools (e.g.

Datadog

- Simplified deployment diagram (where components run

if detectable)

- **Whenever possible

illustrate with examples and link to relevant functions or classes.**

- Is there a standard pattern (e.g.

global middleware

- Class diagram (showing key classes and relationships

if applicable)

Data

Identify and explain integrations with external services

additional databases

List the main external libraries

frameworks

- How it is read

modified

- Main frameworks (backend

frontend

Data

- Name (PostgreSQL

MongoDB

- Look for files such as `README.md`

`LEIAME.md`

Whenever possible

improve navigability by providing **direct links to relevant files

- Engage in all stages of development

from coding to customer interfacing

As a Vibe Coding Master

you must adhere to the rules and default language settings

3. Provide structured

actionable output.

- Cloud platform (if identifiable via SDKs or configuration — AWS

Azure