Investigate production applications using Kubernetes logs and Jaeger traces.
npx skills add https://github.com/SchSeba/ai-plugins --skill investigate-app
Please help me install this Agent Skill. Skill: investigate-app Source: https://github.com/SchSeba/ai-plugins/tree/main/skills/investigate-app Command: npx skills add https://github.com/SchSeba/ai-plugins --skill investigate-app
This Skill unit assists with the comprehensive analysis of a running production application to identify bugs, performance issues, and other challenges, providing a structured plan for optimization.
Use the /investigate-app command to start an analysis of a production application by providing kubectl log commands and optionally a Jaeger endpoint and service list.
High-intent search queries and answers about installing and using this skill.
Production application analysis combines Kubernetes pod logs and Jaeger traces for multi-dimensional review. Automated parallel specialist sub-agents evaluate security, stability, and performance, generating an actionable, prioritized improvement plan with effort estimates and risks.
An actionable improvement plan is generated by analyzing collected pod logs and tracing data. The system leverages a memory database of prior findings to provide prioritized optimization suggestions, complete with estimated effort and potential risks for production application debugging.
Yes, Jaeger tracing and kubectl logs serve as primary inputs for security audit and performance tuning. The analysis engages specialist sub-agents in parallel to evaluate these data sources, ensuring comprehensive coverage of application stability and security challenges.
Incorporating memory of past findings improves production application optimization by maintaining a historical database. This allows the analysis to recall previous bugs and performance issues, resulting in more accurate, informed, and contextually aware improvement planning.
No, providing a Jaeger endpoint is optional for application debugging. You can initiate the investigation by providing kubectl log commands, and optionally include a Jaeger endpoint and service list to enable deeper distributed tracing analysis.
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