Designing Data-Intensive Applications Skill

SkillAI & models

Apply Martin Kleppmann-inspired data-system rules when designing reliability, scalability, consistency, replication, transactions, streams, or schema evolution.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Designing Data-Intensive Applications Skill skill

What this skill tells your AI

The instructions your AI receives, as published by ciembor/agent-rules-books in designing-data-intensive-applications/SKILL.md and read by ahel’s review.

Use this skill when a task involves data ownership, consistency semantics, event flows, replication, partitioning, transactions, streams, batch processing, fault tolerance, or schema evolution.

Before making design or code decisions, read and apply designing-data-intensive-applications.mini.md. Use designing-data-intensive-applications.md only as a deeper reference when the mini rules are not enough for the current data-system tradeoff.

Signals

GitHub stars
3k
Forks
489
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
designing-data-intensive-applications
Source
github.com/ciembor/agent-rules-books