Monitors AI agent health across quality, cost, performance, and errors. Only use when the user has Amplitude Agent Analytics instrumented in their project. Use when the user asks "how are our AI agents doing", "AI quality check", "agent health", "AI errors", "agent performance", "LLM cost", or wants a proactive health report on their AI/LLM features.
Install
npx skills add amplitude/mcp-marketplace --skill monitor-ai-qualitynpx skills add amplitude/mcp-marketplace --skill monitor-ai-quality -a claude-code -gnpx skills add amplitude/mcp-marketplace --skill monitor-ai-quality -a codex -ggemini skills install https://github.com/amplitude/mcp-marketplace.git --path plugins/amplitude/skills/monitor-ai-qualitygh skill install amplitude/mcp-marketplace monitor-ai-qualitygit clone --depth 1 https://github.com/amplitude/mcp-marketplace /tmp/amplitude__mcp-marketplace
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/amplitude__mcp-marketplace/plugins/amplitude/skills/monitor-ai-quality ~/.claude/skills/monitor-ai-quality # Claude Code
cp -R /tmp/amplitude__mcp-marketplace/plugins/amplitude/skills/monitor-ai-quality ~/.agents/skills/monitor-ai-quality # Codex, Cursor, Gemini CLI, Copilot, OpenCode