designing-data-intensive-applications

designing-data-intensive-applications is a skill for Claude Code, Codex from ciembor/agent-rules-books. It costs 34 tokens per session (156 once invoked), scanned A, original, MIT.

A guide to designing systems that store and process large or important amounts of data. It covers consistency, transactions, replication, partitioning, streams, batch processing, reliability, and changing data schemas over time.

In plain words
What is it for?
Use it when designing databases, event streams, distributed data systems, replication, data ownership, schema changes, or fault-tolerant processing.
Why use it?
It helps expose trade-offs between correctness, speed, availability, and growth before they cause production problems. It also supports decisions about how data moves and how failures are handled.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when designing databases, event streams, distributed data systems, replication, data ownership, schema changes, or fault-tolerant processing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ciembor/agent-rules-books/designing-data-intensive-applications
About the project

agent-rules-books is a collection of Markdown rules and skills that guide AI coding agents using principles from books on software design, refactoring, architecture, domain-driven design, reliability, and data systems. Developers use the rules with Codex, Cursor, Claude Code, and other compatible agents to shape how they perform coding tasks. The catalogue skills package these rule sets for installation and use by coding agents.

ciembor/agent-rules-books · 2,731 stars · on GitHub · ciembor.github.io

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ciembor/agent-rules-books --skill designing-data-intensive-applications
Clone the repo
git clone --depth 1 https://github.com/ciembor/agent-rules-books

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for designing-data-intensive-applications

README.md
[![agentmods](https://agentmods.dev/badge/skills/ciembor/agent-rules-books/designing-data-intensive-applications/github.svg)](https://agentmods.dev/skills/ciembor/agent-rules-books/designing-data-intensive-applications)
Your own site
<a href="https://agentmods.dev/skills/ciembor/agent-rules-books/designing-data-intensive-applications"><img src="https://agentmods.dev/badge/skills/ciembor/agent-rules-books/designing-data-intensive-applications/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for designing-data-intensive-applications

Your own site · 80×15
<a href="https://agentmods.dev/skills/ciembor/agent-rules-books/designing-data-intensive-applications"><img src="https://agentmods.dev/badge/skills/ciembor/agent-rules-books/designing-data-intensive-applications.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 156 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.00156
Opus 5 $0.00017 $0.00078
Sonnet 5 $0.00007 $0.00031
Haiku 4.5 $0.00003 $0.00016

Measured today against content hash 7d456399437f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

designing-data-intensive-applications scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

designing-data-intensive-applications/SKILL.md · 12 lines

What it actually says

Designing Data-Intensive Applications Skill

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.

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 12 lines · 34 tokens per session scan A 7d456399437f

Subscribe to this mod's changes

designing-data-intensive-applications is a skill published in the GitHub repository ciembor/agent-rules-books (2,731 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 156 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-09.

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