ClaudSkills / Engineering / architecture

Large Data Volume Architecture

Quality score: 70/100 · Category: Engineering · Sub-category: architecture

type:review

Use when designing or reviewing org-wide large data volume (LDV) concerns: query optimizer behavior and selectivity, custom indexes and skinny tables, sharing and ownership skew, bulk data loads, archival to Big Objects, and divisions. Triggers: LDV architecture review, skinny table request, ownership skew hurting sharing, millions of records on custom object, bulk load performance. NOT for rewriting individual SOQL statements or interpreting Query Plan output in isolation (use data/soql-query-optimization), sales-only Opportunity and Account skew playbooks (use architect/high-volume-sales-data-architecture), or Marketing Cloud data extensions.

What this skill does

Large Data Volume Architecture is a production-ready Claude Code skill (quality score 70/100) in the architecture sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/large-data-volume-architecture/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when designing or reviewing org-wide large data volume (LDV) concerns: query optimizer behavior and selectivity, custom indexes and skinny tables, sharing and ownership skew, bulk data loads, archival to Big Objects, and divisions. Triggers: LDV architecture review, skinny table request, ownership skew hurting sharing, millions of records on custom object, bulk load performance.

Who uses this skill

The Large Data Volume Architecture skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/large-data-volume-architecture
curl -L https://claudskills.com/skills/large-data-volume-architecture/SKILL.md \
  -o ~/.claude/skills/large-data-volume-architecture/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/large-data-volume-architecture/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/large-data-volume-architecture/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\large-data-volume-architecture\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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