---
name: dokhacgiakhoa/projection-patterns
source: https://app.decimal.ai/s/dokhacgiakhoa-projection-patterns@1/SKILL.md
source_sha256: 565a05a1537a
---

# Projection Patterns

Comprehensive guide to building projections and read models for event-sourced systems.

## Use this skill when

- Building CQRS read models
- Creating materialized views from events
- Optimizing query performance
- Implementing real-time dashboards
- Building search indexes from events
- Aggregating data across streams

## Do not use this skill when

- The task is unrelated to projection patterns
- You need a different domain or tool outside this scope

## Instructions

- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open `resources/implementation-playbook.md`.

## Resources

- `resources/implementation-playbook.md` for detailed patterns and examples.


## 🧠 Knowledge Modules (Fractal Skills)

### 1. [implementation-playbook](./sub-skills/implementation-playbook.md)