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.
Install
npx skills add aws/agent-toolkit-for-aws --skill troubleshooting-application-failuresnpx skills add aws/agent-toolkit-for-aws --skill troubleshooting-application-failures -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill troubleshooting-application-failures -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path skills/specialized-skills/operations-skills/troubleshooting-application-failuresgh skill install aws/agent-toolkit-for-aws troubleshooting-application-failuresgit clone --depth 1 https://github.com/aws/agent-toolkit-for-aws /tmp/aws__agent-toolkit-for-aws
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aws__agent-toolkit-for-aws/skills/specialized-skills/operations-skills/troubleshooting-application-failures ~/.claude/skills/troubleshooting-application-failures # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/skills/specialized-skills/operations-skills/troubleshooting-application-failures ~/.agents/skills/troubleshooting-application-failures # Codex, Cursor, Gemini CLI, Copilot, OpenCode