atomic-framework-data

Build Atomic Framework data-layer guidance for models, validation, enums, exceptions, cache, and exports.

9|1|Updated Apr 29, 2026
One-click install
npx skills add https://github.com/MADEVAL/Atomic-Framework-Skills --skill atomic-framework-data
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: atomic-framework-data
Source: https://github.com/MADEVAL/Atomic-Framework-Skills/tree/main/atomic-framework-data
Command: npx skills add https://github.com/MADEVAL/Atomic-Framework-Skills --skill atomic-framework-data

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the guesswork from Atomic Framework data-layer work by turning model, validation, exception, cache, and export rules into clear, verified guidance.

Core Features & Use Cases

  • Builds and edits Cortex ORM models with automatic validation and field configuration.
  • Explains enum-backed business values, domain-specific exceptions, cache drivers, and transient helpers.
  • Covers PDF, XLS, and CSV export workflows plus global support helpers used across the framework.
  • Useful when defining a new entity, troubleshooting validation failures, choosing the right exception, or exporting structured data for reports.

Quick Start

Ask me to help you design a new Atomic model, validate its fields, and choose the correct export or exception pattern for your use case.

Frequently Asked Questions about atomic-framework-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a Cortex ORM model with automatic validation?

You build a Cortex ORM model by defining entity fields and configuring validation rules. This generates a validated data structure with automatic field checks, ensuring domain requirements are met before processing.

What is the best way to handle domain-specific exceptions in the Atomic framework?

The best way to handle domain-specific exceptions is to select the correct exception pattern for your use case. The framework provides structured error handling to manage validation failures and domain errors safely across data operations.

How do I export structured data to PDF, XLS, or CSV files?

Exporting structured data to PDF, XLS, or CSV files requires following the framework's dedicated generation workflows. This produces formatted report files directly from your validated models and query results.

When do I need to use cache drivers and transient helpers?

Cache drivers and transient helpers are needed when managing temporary data states or optimizing read performance. They provide backend storage mechanisms to cache frequent queries and handle short-lived domain values efficiently.

Does the Atomic framework support enum-backed business values?

Yes, the Atomic framework supports enum-backed business values. You can define enums to represent fixed domain values, ensuring type safety and consistent validation across your Cortex ORM entities.

Why are my model validation rules failing during data export?

Model validation rules fail during data export when field configurations mismatch domain constraints. You must verify your validation rules against the entity definition to ensure safe usage patterns before generating PDF, XLS, or CSV outputs.