Log Analyzer for OpenClaw — Review, Trust Score & Install Guide

Short answer: Log Analyzer is a verified OpenClaw skill for devops & cloud. Trust Score 92/100 based on source transparency, permission scope, install safety, update recency, community signal, and documentation quality.

Trust Score: 92/100

Security tier: Verified
Risk level: Low
Last reviewed: 2026-02-17
Reviewer: OpenClaw Skills Hub editorial team
Version: 1.9.0
Author: observability-tools
Install command: npx clawhub@latest install log-analyzer

How we calculate Trust Scores →

What Log Analyzer does

Log Analyzer ingests logs from any source (files, CloudWatch, Datadog, Grafana Loki, ELK) and applies AI-powered analysis. It detects anomalies, correlates events across services, identifies root causes of incidents, and generates runbooks. Supports structured and unstructured logs with automatic field extraction.

How to install Log Analyzer

Install the OpenClaw CLI: npm install -g clawhub@latest
Install this skill: npx clawhub@latest install log-analyzer
Verify the install: openclaw skills list

Security review

This skill is currently classified as Verified with a low risk profile. Our reviewers inspected the SKILL.md manifest, dependency tree, declared permissions, network calls, and shell commands before publishing this score. See our editorial policy and Trust Score methodology for the full rubric.

Best for

Detect anomalies in application logs automatically
Correlate errors across microservices
Generate incident reports with root cause analysis
Create automated alerting rules from log patterns

Avoid if

You need a fully air-gapped install with no network calls.
Your environment forbids skills with third-party dependencies.
You require a formally audited SBOM that this version does not yet provide.

Alternatives & related skills

Kubernetes Pilot — Manage Kubernetes clusters with natural language — deploy, scale, troubleshoot, and monitor workloads.
CI/CD Pipeline — Create and manage CI/CD pipelines for GitHub Actions, GitLab CI, and CircleCI with AI-optimized workflows.
Data Pipeline — Build ETL/ELT data pipelines with AI — extract, transform, and load data between any sources.

Frequently asked questions

What log formats does it support?

JSON, plain text, Apache/Nginx access logs, syslog, and custom formats with configurable parsers.

Does it store my logs?

No — it processes logs in-memory and only stores analysis results. Raw logs stay in your existing systems.

How do I install Log Analyzer?

Run `npx clawhub@latest install log-analyzer` from any directory with Claude Code or OpenClaw installed. The skill is added to your local SKILL.md registry and is available to your agent immediately — no restart required.