Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions. Use when an application is experiencing failures and log-based diagnosis is needed.
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The canonical home for this skill is troubleshooting-application-failures in aws/agent-toolkit-for-aws
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
The required workflow reads application logs from AWS CloudWatch using `aws logs start-query` and `aws logs get-query-results`, which ingest application-generated log messages that can contain arbitrary untrusted free text from external inputs or users.
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