analyzing-range-distribution

analyzing-range-distribution is a skill for Claude Code from cockroachdb/claude-plugin. It costs 60 tokens per session (3,438 once invoked), scanned A, a copy of analyzing-range-distribution, Apache-2.0.

A CockroachDB analysis of how table and index data is divided into ranges and distributed across nodes.

In plain words
What is it for?
Use it to investigate hotspots, range sizes and counts, leaseholder concentration, replica health, range splits, or the effects of zone settings.
Why use it?
It helps identify uneven data placement, overloaded nodes, fragmented ranges, and replication problems using SQL instead of the database console.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin.

Part of the cockroachdb plugin — 34 skills, 3 agents, 2 hooks, 2 MCP servers shipped together

Good fit Use it to investigate hotspots, range sizes and counts, leaseholder concentration, replica health, range splits, or the effects of zone settings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cockroachdb/claude-plugin/analyzing-range-distribution
About the project

CockroachDB Plugin for Claude Code connects Claude Code to CockroachDB clusters, which are distributed databases, so the agent can work with schemas, SQL queries, and database operations. It is intended for developers, database administrators, and operators working with self-hosted or CockroachDB Cloud deployments. The catalogue entries provide its MCP connections, specialized agents, skills, and safety hooks.

cockroachdb/claude-plugin · 4 stars · on GitHub

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 cockroachdb/claude-plugin --skill analyzing-range-distribution
Clone the repo
git clone --depth 1 https://github.com/cockroachdb/claude-plugin

Made for: Claude Code.

Or install cockroachdb, the plugin that ships this one along with the rest of its 34 skills, 3 agents, 2 hooks, 2 MCP servers.

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 analyzing-range-distribution

README.md
[![agentmods](https://agentmods.dev/badge/skills/cockroachdb/claude-plugin/analyzing-range-distribution/github.svg)](https://agentmods.dev/skills/cockroachdb/claude-plugin/analyzing-range-distribution)
Your own site
<a href="https://agentmods.dev/skills/cockroachdb/claude-plugin/analyzing-range-distribution"><img src="https://agentmods.dev/badge/skills/cockroachdb/claude-plugin/analyzing-range-distribution/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 analyzing-range-distribution

Your own site · 80×15
<a href="https://agentmods.dev/skills/cockroachdb/claude-plugin/analyzing-range-distribution"><img src="https://agentmods.dev/badge/skills/cockroachdb/claude-plugin/analyzing-range-distribution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,438 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 100% copy Near-identical to another mod 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 $0.00060 $0.03438
Opus 5.5 $0.00024 $0.01375
Sonnet 5.5 $0.00012 $0.00688
Haiku 4.5 $0.00006 $0.00344

Measured 2mo ago against content hash cf58bb366258, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

analyzing-range-distribution 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 2mo ago.

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.

Origin

This is a copy

100% identical to analyzing-range-distribution — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/cockroachdb-observability-and-diagnostics/analyzing-range-distribution/SKILL.md · 347 lines

How it starts

The opening of the file, as written. The whole thing — 347 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analyzing Range Distribution

Analyzes CockroachDB range distribution, leaseholder placement, and zone configuration compliance using SHOW RANGES and SHOW ZONE CONFIGURATIONS commands. Identifies range count anomalies, size imbalances, leaseholder hotspots, and replication issues - entirely via SQL without requiring DB Console access.

Complement to profiling skills: This skill analyzes range-level data distribution; for query performance patterns, see profiling-statement-fingerprints. For schema change storage planning, see analyzing-schema-change-storage-risk.

When to Use This Skill

  • Identify tables/indexes with excessive range counts indicating fragmentation
  • Detect range size imbalances or uneven data distribution across nodes
  • Investigate leaseholder concentration causing read hotspots
  • Validate zone configuration effects on range placement and replica distribution
  • Diagnose range-level replication issues (under-replicated or unavailable ranges)
  • Analyze range split patterns from high write volume
  • SQL-only range analysis without DB Console access

For schema change planning: Use analyzing-schema-change-storage-risk to estimate storage requirements before CREATE INDEX or ADD COLUMN operations.

Prerequisites

  • SQL connection to CockroachDB cluster
  • Admin role OR ZONECONFIG system privilege
  • Understanding of CockroachDB range architecture (default 512MB max size; verify with SHOW ZONE CONFIGURATION FOR RANGE default)
  • Knowledge of cluster topology (node IDs, regions, availability zones)

Check your privileges:

SHOW SYSTEM GRANTS FOR <username>;  -- Should show admin or ZONECONFIG

See permissions reference for RBAC setup.

Core Concepts

Ranges: Units of Data Distribution

Range: Contiguous key space segment (default 512MB max size, configurable via zone config range_max_bytes) Raft group: Each range replicated across nodes (default 3 replicas) Leaseholder: Single replica handling reads and coordinating writes for a range

Read the full file on GitHub · 347 lines

Files

What ships with it

2 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. 2mo ago First seen · 347 lines · 60 tokens per session scan A cf58bb366258

Subscribe to this mod's changes

analyzing-range-distribution is a skill published in the GitHub repository cockroachdb/claude-plugin (4 stars, last pushed 28d ago), licensed Apache-2.0. It adds 60 tokens to every session and 3,438 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to analyzing-range-distribution, differing in 0 lines, and is treated as a copy.

Related

analyzing-range-distribution compared with skills from other repositories

analyzing-range-distribution next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
analyzing-range-distributioncockroachdb/claude-pluginSkill428d agoApache-2.0A60Claude Code
designing-application-transactionscockroachdb/cursor-pluginSkill228d agoApache-2.0A102Cursor
auditing-table-statisticscockroachdb/cursor-pluginSkill228d agoApache-2.0A55Cursor
profiling-transaction-fingerprintscockroachdb/cursor-pluginSkill228d agoApache-2.0A80Cursor
configuring-sso-and-scimcockroachdb/cursor-pluginSkill228d agoApache-2.0A91Cursor
designing-multi-region-applicationscockroachdb/cursor-pluginSkill228d agoApache-2.0A89Cursor
analyzing-range-distributioncockroachdb/cursor-pluginSkill228d agoApache-2.0A60Cursor