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o11y-data

Access TiDB Cloud observability data across metrics, logs, and profiles.

Updated Jun 3, 2026
Search Tags:#observability#performance monitoring#cluster diagnostics#slow query analysis#prometheus metrics#tidb cloud#loki logs
One-click install
npx skills add https://github.com/alex-quan-001/nutshell-skills --skill o11y-data
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: o11y-data
Source: https://github.com/alex-quan-001/nutshell-skills/tree/main/skills/platform/o11y-data
Command: npx skills add https://github.com/alex-quan-001/nutshell-skills --skill o11y-data

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the friction of accessing fragmented observability data across TiDB Cloud's multiple deploy types (Dedicated, Premium, Starter/Essential, BYOC) and cloud providers, removing the need to manually navigate disjointed APIs, storage systems, and authentication flows to gather metrics, logs, slow queries, and profiles for cluster diagnostics.

Core Features & Use Cases

  • Automated Cluster Resolution: Uses a 3-tier lookup (Clinic API → GS API scan → user prompt) to automatically resolve cluster provider, region, and deploy type without exhaustive searching.
  • Unified Data Access: Authenticates once for AWS, GCP, or Alibaba Cloud to query Prometheus metrics, Loki real-time logs, cloud storage logs/slowlogs/statements, Delta Lake aggregated data, and pprof profiles.
  • One-Command Inspection: Runs pre-built scripts to generate full cluster health reports with anomaly detection, including QPS, latency, error counts, top slow queries, and TiKV disk metrics.
  • Use Case: A DBA troubleshooting a high-latency TiDB cluster can use this skill to instantly pull all relevant observability data and identify root causes without switching between multiple tools and dashboards.

Quick Start

Use the o11y-data skill to run a full health inspection for TiDB Cloud cluster 10324983984131567830 and generate a report of any detected anomalies.

Frequently Asked Questions about o11y-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I access Prometheus metrics and Loki logs for TiDB Cloud cluster diagnostics?▼

Access Prometheus metrics and Loki logs for TiDB Cloud cluster diagnostics by authenticating once across AWS, GCP, or Alibaba Cloud to query unified observability data. This skill automates multi-cloud authentication to retrieve real-time logs and performance metrics without manual tool switching.

Can I run a full health inspection for a TiDB Cloud cluster and detect slow queries automatically?▼

Yes, you can run a full health inspection for a TiDB Cloud cluster to detect slow queries automatically. This skill uses pre-built scripts to generate reports featuring anomaly detection, QPS, latency, error counts, top slow queries, and TiKV disk metrics.

Does this observability data tool support TiDB Cloud Dedicated, Premium, Starter, and BYOC deploy types?▼

Yes, this observability data tool supports TiDB Cloud Dedicated, Premium, Starter, Essential, and BYOC deploy types. It uses a 3-tier lookup to automatically resolve the cluster provider, region, and deploy type across AWS, GCP, and Alibaba Cloud.

What is the best way to troubleshoot high-latency TiDB clusters across multiple cloud providers?▼

The best way to troubleshoot high-latency TiDB clusters across multiple cloud providers is to use a unified data access skill. It instantly pulls fragmented observability data, including pprof profiles and Delta Lake datasets, to identify root causes without navigating disjointed APIs.

How do I retrieve pprof profiles and slow query logs from TiDB Cloud storage without manual aggregation?▼

Retrieve pprof profiles and slow query logs from TiDB Cloud storage without manual aggregation by using this skill's automated cluster metadata resolution. It eliminates manual data aggregation work by providing pre-built inspection reporting and unified access to cloud storage logs.

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