Individual skill

designing-data-intensive-applications

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

designing-data-intensive-applications/SKILL.md

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Last checked: Nov 9, 2026

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Claude Code

Destination .claude/skills/designing-data-intensive-applications

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  set -euo pipefail
  destination='./.claude/skills/designing-data-intensive-applications'
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  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
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  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.claude/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Codex

Destination .agents/skills/designing-data-intensive-applications

(
  set -euo pipefail
  destination='./.agents/skills/designing-data-intensive-applications'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
  git -C "$work/repo" checkout --detach 893a88a6fce3a80c565bf39ac65021b43a8b2990
  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.agents/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Cursor

Destination .cursor/skills/designing-data-intensive-applications

(
  set -euo pipefail
  destination='./.cursor/skills/designing-data-intensive-applications'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
  git -C "$work/repo" checkout --detach 893a88a6fce3a80c565bf39ac65021b43a8b2990
  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.cursor/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Gemini CLI

Destination .gemini/skills/designing-data-intensive-applications

(
  set -euo pipefail
  destination='./.gemini/skills/designing-data-intensive-applications'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
  git -C "$work/repo" checkout --detach 893a88a6fce3a80c565bf39ac65021b43a8b2990
  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.gemini/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

GitHub Copilot

Destination .github/skills/designing-data-intensive-applications

(
  set -euo pipefail
  destination='./.github/skills/designing-data-intensive-applications'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
  git -C "$work/repo" checkout --detach 893a88a6fce3a80c565bf39ac65021b43a8b2990
  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.github/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

OpenCode

Destination .opencode/skills/designing-data-intensive-applications

(
  set -euo pipefail
  destination='./.opencode/skills/designing-data-intensive-applications'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/ciembor/agent-rules-books.git' "$work/repo"
  git -C "$work/repo" checkout --detach 893a88a6fce3a80c565bf39ac65021b43a8b2990
  git -C "$work/repo" archive --format=tar '893a88a6fce3a80c565bf39ac65021b43a8b2990:designing-data-intensive-applications' > "$work/skill.tar"
  mkdir -p -- './.opencode/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Repository context

Repository stars (not skill ratings): 3,231
Repository last updated: Sep 10, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agents-md Repository topic
agent-rules Repository topic
agent-skills Repository topic
code-quality Repository topic
refactoring Repository topic
domain-driven-design Repository topic
programming-books Repository topic
ai-agent Repository topic
ai-skills Repository topic
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Files and excerpt

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Browse files

SKILL.mdcore · 822 bytes
designing-data-intensive-applications.mddoc · 16,084 bytes
designing-data-intensive-applications.mini.mddoc · 6,949 bytes
designing-data-intensive-applications.nano.mddoc · 2,575 bytes

Read excerpt


# 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](designing-data-intensive-applications.mini.md). Use [designing-data-intensive-applications.md](designing-data-intensive-applications.md) only as a deeper reference when the mini rules are not enough for the current data-system tradeoff.