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profiling-statement-fingerprints

profiling-statement-fingerprints is a skill for Claude Code from cockroachdb/claude-plugin. It costs 59 tokens per session (4,057 once invoked), scanned A, a copy of profiling-statement-fingerprints, Apache-2.0.

A procedure for examining historical statistics about repeated SQL query patterns in CockroachDB. A statement fingerprint groups similar queries so their performance can be studied together.

In plain words
What is it for?
It is for ranking query patterns, checking latency, CPU, contention, admission waits, failures, full table scans, index recommendations, and usage by application or database.
Why use it?
It helps find recurring slow, resource-heavy, error-prone, or recently regressed queries without opening the database console.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

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

not rated 4repo 28d ago A scan 59 tokens copy · 100% Apache-2.0

Good fit It is for ranking query patterns, checking latency, CPU, contention, admission waits, failures, full table scans, index recommendations, and usage by application or database.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cockroachdb/claude-plugin/profiling-statement-fingerprints
View source ↗ cockroachdb/claude-plugin
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 profiling-statement-fingerprints
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 profiling-statement-fingerprints

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/cockroachdb/claude-plugin/profiling-statement-fingerprints"><img src="https://agentmods.dev/badge/skills/cockroachdb/claude-plugin/profiling-statement-fingerprints.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,057 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 $0.00059 $0.04057
Opus 5.5 $0.00024 $0.01623
Sonnet 5.5 $0.00012 $0.00811
Haiku 4.5 $0.00006 $0.00406

Measured 2mo ago against content hash 1deb919f77c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

profiling-statement-fingerprints 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 profiling-statement-fingerprints — 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/profiling-statement-fingerprints/SKILL.md · 330 lines

How it starts

The opening of the file, as written. The whole thing — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Profiling Statement Fingerprints

Analyzes historical statement performance patterns using aggregated SQL statistics to identify slow, resource-intensive, or error-prone query fingerprints. Uses crdb_internal.statement_statistics for time-windowed analysis of latency, CPU, contention, admission delays, and failure rates - entirely via SQL without requiring DB Console access.

Complement to triaging-live-sql-activity: This skill analyzes historical patterns; for immediate triage of currently running queries, see triaging-live-sql-activity.

When to Use This Skill

  • Identify slowest statement fingerprints over past hours/days/weeks
  • Find queries with high CPU consumption, contention, or admission waits
  • Investigate performance regressions or plan changes
  • Locate full table scans or missing indexes via index recommendations
  • Analyze resource consumption by application or database
  • SQL-only historical analysis without DB Console access

For immediate incident response: Use triaging-live-sql-activity to triage currently running queries and cancel runaway work. For transaction-level analysis: Use profiling-transaction-fingerprints to analyze retry patterns, commit latency, and statement composition at the transaction boundary. For background job monitoring: Use monitoring-background-jobs for long-running schema changes and automatic jobs excluded from statement statistics.

Prerequisites

  • SQL connection to CockroachDB cluster
  • VIEWACTIVITY or VIEWACTIVITYREDACTED cluster privilege for cluster-wide visibility
  • Statement statistics collection enabled (default): sql.stats.automatic_collection.enabled = true

Check collection status:

SHOW CLUSTER SETTING sql.stats.automatic_collection.enabled;  -- Should return: true

See triaging-live-sql-activity permissions reference for RBAC setup (same privileges).

Read the full file on GitHub · 330 lines

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. 2mo ago First seen · 330 lines · 59 tokens per session scan A 1deb919f77c5

Subscribe to this mod's changes

profiling-statement-fingerprints is a skill published in the GitHub repository cockroachdb/claude-plugin (4 stars, last pushed 28d ago), licensed Apache-2.0. It adds 59 tokens to every session and 4,057 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 profiling-statement-fingerprints, differing in 0 lines, and is treated as a copy.

Analytics and metricsDatabasesclaudecockroach-cloudcockroachdbdeveloper-tools
Related

profiling-statement-fingerprints compared with skills from other repositories

profiling-statement-fingerprints next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
profiling-statement-fingerprintscockroachdb/claude-pluginSkill428d agoApache-2.0A59Claude 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