{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T20:16:13.352Z","software":{"slug":"hoangsonww/Claude-Code-Agent-Monitor","name":"Claude-Code-Agent-Monitor","source":"https://github.com/hoangsonww/Claude-Code-Agent-Monitor","tagline":"🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, & an interactive web UI/MacOS/Windows native app.","summary":"Provisional external discovery candidate. 🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, & an interactive web UI/MacOS/Windows native app.","topics":["ai-agents","claude-agents","claude-code","claude-skills","express","expressjs","macos-app","node","nodejs","python","react","rest-api"]},"decision":{"fitScore":54,"verdict":"NICHE","analysisState":"ANALYZED","whatItDoes":"🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, & an interactive web UI/MacOS/Windows native app.","whyFound":"CLOUDM0N matched this repository through its capability signals: ai-agents, claude-agents, claude-code, claude-skills, express.","bestFor":"Provisional external discovery candidate. 🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, & an interactive web UI/MacOS/Windows native app.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":20,"commitSha":"e2ffb155d604af29e18f58e9b289b9150f60645a","scannedAt":"2026-08-31T14:17:06.747Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"e2ffb155d604af29e18f58e9b289b9150f60645a","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["ai-agents","claude-agents","claude-code","claude-skills","express","expressjs","macos-app","node","nodejs","python","react","rest-api"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"Jxin-Cai/velpos","name":"velpos","fitScore":40,"verdict":"SKIP","security":{"status":"REVIEW","score":65},"focus":"Rapidly build a multi-Agent management dashboard based on Claude Code, integrating daily work and remote IM collaboration. It includes Claude Code monitoring, channel configuration and message notifications, with a Codex GUI optimized for non-technical users."},{"slug":"Eskeeet/frieren-agent-monitor","name":"frieren-agent-monitor","fitScore":40,"verdict":"SKIP","security":{"status":"REVIEW","score":90},"focus":"A local open-source Frieren desktop companion for monitoring local and remote Pi, Codex, Claude Code and Cursor sessions."},{"slug":"AgentOps-AI/agentops","name":"agentops","fitScore":61,"verdict":"NICHE","security":{"status":"REVIEW","score":80},"focus":"Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI"}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}