# Volcengine Observability Cls

> Log query and troubleshooting workflows with Volcengine CLS. Use when users need error analysis, time-range queries, aggregation dashboards, or incident diagnostics.

- Skill: `modbender/volcengine-observability-cls` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds add modbender/volcengine-observability-cls`
- Raw SKILL.md: https://api.skillmd.com/api/skills/modbender/volcengine-observability-cls/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: modbender (https://skillmd.com/u/modbender)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/modbender/volcengine-observability-cls

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# volcengine-observability-cls

Run structured log investigations and summarize actionable findings.

## Execution Checklist

1. Confirm project/logset/topic and time window.
2. Build query with filters, parse fields, and aggregations.
3. Execute and summarize top errors and anomaly dimensions.
4. Return follow-up actions and reusable query templates.

## Output Requirements

- Include query statement.
- Include affected services and counts.
- Include concrete remediation suggestions.

## References

- `references/sources.md`