Find agent skills by outcome

- Identify and describe the most important system components

explaining their role and responsibility within the architecture.

- Class diagram (presenting key classes and their relationships

if applicable)

- Based on your analysis

provide general observations about code complexity (e.g.

- List all programming languages

frameworks

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

Monolithic

Multi-Audience Application Discovery & Documentation Prompt

# **Prompt for Code Analysis and System Documentation Generation**

Analyze the provided source code and extract the following information

organizing it into a well-structured Markdown document:

You are a specialist in code analysis and system documentation. Your task is to analyze the source code provided in this project/workspace and generate a comprehensive Markdown document that serves as an onboarding guide for multiple audiences (executive

technical

- Show **short

representative code snippets**.

- Include clickable links to files

functions

- Include clickable links to files

functions

Data

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

Datadog

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

Spring Security

- Simplified deployment diagram (where components run

if detectable)

- Is there a standard pattern (e.g.

global middleware

- Class diagram (showing key classes and relationships

if applicable)

List the main external libraries

frameworks

- Is there evidence of API documentation tools or standards (e.g.

Swagger/OpenAPI

Data

Identify and explain integrations with external services

additional databases

- **Whenever possible

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

- Base this on ORM models

migrations

- How it is read

modified

Are there main configuration files? (e.g.

`config.yaml`

- Identify and describe the most important or central modules

classes