Analyze application logs to identify incidents with root-cause context.
npx skills add https://github.com/LaiTszKin/apollo-toolkit --skill analyse-app-logs
Please help me install this Agent Skill. Skill: analyse-app-logs Source: https://github.com/LaiTszKin/apollo-toolkit/tree/main/analyse-app-logs Command: npx skills add https://github.com/LaiTszKin/apollo-toolkit --skill analyse-app-logs
This skill enables teams to investigate application logs systematically, deriving evidence-backed incident reports with clear root-cause context.
open-github-issue dependency to create GitHub issues for validated findings.Invoke the Analyse App Logs skill with a bounded time window to start an evidence-backed incident investigation.
High-intent search queries and answers about installing and using this skill.
To analyze application logs for root-cause context, define a bounded investigation window, extract log lines, correlate them with code context, and generate an evidence-backed incident report separating confirmed issues from hypotheses.
Investigating logs across services requires anchoring to runtime boundaries like a recent container restart, extracting end-to-end signals, mapping code paths, and validating findings against references to produce actionable remediation steps.
Yes, through the open-github-issue dependency, validated incident findings from log analysis can optionally be published directly as GitHub issues to initiate tracking and remediation workflows.
Scope log analysis by defining a bounded, recent-window anchored to runtime boundaries such as the last container restart or deployment, which prevents stale data and ensures relevant signal extraction.
An evidence-backed incident report should include the time-window, extracted log lines, code mapping, impact assessment, and structured remediation steps, clearly separating confirmed issues from hypotheses.
Yes, the log analysis workflow operates with zero dependencies, applying a disciplined process of scope definition, timeline construction, cross-context correlation, and validation across services and environments.
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