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Install in OpenClaw
/install sre-log-analytics
Description
Analyze system logs by time range using Google SRE framework to summarize operation, classify errors, score health, and suggest improvements.
Usage Guidance
This skill appears coherent for its stated purpose, but take these precautions before installing/using it: 1) Logs often contain sensitive data (API keys, tokens, PII). Only run this against logs you are allowed to inspect and consider redacting secrets before sharing. 2) The skill mentions optional external sharing (Feishu) but does not declare any credentials — do not supply Feishu or other cloud credentials to the skill unless you trust where the data will be sent. 3) Because instructions allow the agent to read arbitrary log paths (e.g., /var/log/ or app logs), ensure the agent runs with least privilege and test on non-sensitive sample logs first. 4) If you plan to allow autonomous runs, configure clear prompts/consent and limits on external uploads. If you want stronger assurances, request a version that includes explicit safeguards (credential requirements for external sharing, opt-in prompts before sending logs externally, redaction rules).
Capability Analysis
Type: OpenClaw Skill
Name: sre-log-analytics
Version: 0.1.0
The skill bundle provides a structured framework for system log analysis based on Google SRE principles. It includes logic descriptions for filtering and aggregating logs, a report template, and educational material on SRE. No executable code or malicious instructions were found; the requested access to system logs in /var/log/ is consistent with the stated purpose of the tool (SKILL.md, README.md).
Capability Assessment
Purpose & Capability
Name and description match the declared contents: an instruction-only SRE-style log analysis workflow. The steps (time-range filtering, error aggregation, health scoring, report generation) are appropriate and expected for a log-analysis skill.
Instruction Scope
The SKILL.md explicitly instructs the agent to locate and read system/application logs (mentions /var/log/, tail/head, grep/awk logic). That is necessary for the stated purpose. However the instructions are high-level and allow reading arbitrary log files; they also mention optional exporting/sharing (e.g., Feishu cloud document) without specifying credentials or safeguards. This introduces a potential data-exfiltration vector if the agent is allowed to post logs externally or if sensitive secrets appear in logs. No explicit instructions ask for unrelated system data or environment variables.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest-risk install surface. Nothing is downloaded or written to disk by an installer.
Credentials
The skill requires no environment variables or credentials, which is proportionate for a guidance-only log analysis tool. One mismatch to be aware of: SKILL.md mentions creating Feishu cloud documents for sharing, but the skill does not declare or request any Feishu credentials. If you enable such sharing, you would need to provide credentials separately; the skill does not manage or limit that flow.
Persistence & Privilege
The skill does not request persistent presence (always:false) and does not attempt to modify other skills or system configurations. Autonomous invocation by the agent is enabled by platform default (not a unique risk here).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install sre-log-analytics - After installation, invoke the skill by name or use
/sre-log-analytics - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of system-log-analytics skill.
- Provides systematic log analysis workflow based on the Google SRE framework.
- Supports log filtering by absolute/relative time ranges and by line offset.
- Classifies and aggregates exceptions (availability, latency, resource, rate limiting, dependency).
- Scores system health (1-5) based on error rates and exception frequency.
- Outputs improvement suggestions: short-term, mid-term, and long-term.
- Generates a structured report including analysis overview, health score, exception details, and suggestions (English & Chinese documentation).
Metadata
Frequently Asked Questions
What is SRE Log Analytics?
Analyze system logs by time range using Google SRE framework to summarize operation, classify errors, score health, and suggest improvements. It is an AI Agent Skill for Claude Code / OpenClaw, with 157 downloads so far.
How do I install SRE Log Analytics?
Run "/install sre-log-analytics" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SRE Log Analytics free?
Yes, SRE Log Analytics is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SRE Log Analytics support?
SRE Log Analytics is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SRE Log Analytics?
It is built and maintained by Rory (@roryyu); the current version is v0.1.0.
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