Analyzes transaction fingerprints using aggregated statistics from crdb_internal.transaction_statistics to identify high-retry transactions, contention patterns, and commit latency issues.
cockroachdb-profiling-transaction-fingerprints/SKILL.md
---
name: profiling-transaction-fingerprints
description: Analyzes transaction fingerprints using aggregated statistics from crdb_internal.transaction_statistics to identify high-retry transactions, contention patterns, and commit latency issues. Provides historical transaction-level analysis to understand which statement combinations are causing retries, contention, or performance degradation. Use when investigating transaction retry storms, analyzing commit latency trends, or understanding statement composition of problematic transactions without DB Console access.
compatibility: Requires SQL access with VIEWACTIVITY or VIEWACTIVITYREDACTED cluster privilege. Uses crdb_internal.transaction_statistics (production-safe). Execution statistics fields are sampled and may be sparse.
metadata:
author: cockroachdb
version: "1.0"
---
# Profiling Transaction Fingerprints
Analyzes historical transaction performance patterns using aggregated SQL statistics to identify high-retry transactions, contention patterns, and commit latency issues. Uses `crdb_internal.transaction_statistics` for time-windowed analysis of retry behavior, commit latency, and statement composition - entirely via SQL without requiring DB Console access.
**Complement to profiling-statement-fingerprints:** This skill analyzes transaction-level patterns (groups of statements with retry behavior); for statement-level optimization, see [profiling-statement-fingerprints](../profiling-statement-fingerprints/SKILL.md).
**Complement to triaging-live-sql-activity:** This skill analyzes historical transaction patterns; for immediate triage of currently active transactions, see [triaging-live-sql-activity](../triaging-live-sql-activity/SKILL.md).
## When to Use This Skill
- Identify transactions with high retry counts
- Analyze commit latency trends for transaction fingerprints
- Find transactions with high contention at transaction boundary
- Understand statement composition of problematic transactions
- Investigate transaction retry storms or abort patterns
- SQL-only historical transaction analysis without DB Console access