skills.rest
VictorSmaniotto
VictorSmaniottoCOMMUNITY
Explore all skills by this author →
GitHub

projecoes-read-models

Derive read-models from event streams into nine_box_projections and dashboards.

Updated Jan 23, 2026
Search Tags:#dashboards#data-modeling#projection#read-models#event-streams#nine_box#projectors
One-click install
npx skills add https://github.com/VictorSmaniotto/degestao --skill projecoes-read-models
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: projecoes-read-models
Source: https://github.com/VictorSmaniotto/degestao/tree/main/.agent/skills/projecoes-readmodels
Command: npx skills add https://github.com/VictorSmaniotto/degestao --skill projecoes-read-models

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Facilita a criação de projeções de leitura a partir de eventos, fornecendo modelos prontos de leitura (projeções nine_box e dashboards) para apoiar a tomada de decisão, sem que as projeções substituam a fonte da verdade.

Core Features & Use Cases

  • Modelagem de projeções de leitura a partir de eventos (nine_box_projections, dashboards).
  • Transformação de scores em bandas (low/mid/high) e cálculo de quadrantes na projeção.
  • Testes de reconstrução a partir de eventos simulados e cenários de decisão.

Quick Start

Defina as projeções de leitura a partir de eventos e rode os projectors para gerar as projeções (nine_box_projections e dashboards).

Frequently Asked Questions about projecoes-read-models

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

FAQPage Schema
How do I build read models from event streams for dashboard analytics?▼

Read models are derived from event streams by applying event-driven projectors to transform raw events into dedicated, decision-ready tables. This supports fast dashboard analytics and reliable decision-making without altering the source of truth.

What is a nine box projection and how does it categorize event data?▼

A nine box projection transforms numerical scores into discrete bands like low, mid, and high to calculate specific quadrants. It models read projections from event streams to support structured visual decision-making.

How do I test event-driven projector reconstruction for read models?▼

Reconstruction tests validate read models by replaying simulated events to verify projector logic and decision scenarios. This ensures your dashboards and nine box projections remain accurate and reliable during data recovery.

Can I use read model projections as my primary source of truth?▼

Read model projections are designed strictly for decision support and fast analytics, not as a replacement for the source of truth. They derive dedicated tables from event streams to provide immediate data access without compromising original event integrity.

Do I need dedicated tables for event stream dashboards and read models?▼

Yes, enforcing a read-model design with dedicated tables is required for event-driven projectors. This structural separation ensures dashboards and nine box projections are reconstructed reliably and queried efficiently for decision support.

Related Skills

Explore More Data & Analytics Skills→
haxlyshaxlys

projection-patterns

Transform event streams into read models for CQRS queries and analytics.

Community
Advanced
VictorSmaniottoVictorSmaniotto

filament-decisao-9box

Create Filament UI decision pages with Read Models and explicit write actions.

Community
Intermediate
SaiyedMuhammadAnasMaududiSaiyedMuhammadAnasMaududi

projection-patterns

Project event streams into read models for CQRS read sides and analytics.

Community
Advanced
multiplex-aimultiplex-ai
2

clickhouse-io

Implement ClickHouse analytics patterns and query optimizations for large-scale workloads.

Official
Advanced