{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:35:51.523Z","software":{"slug":"Jxin-Cai/velpos","name":"velpos","source":"https://github.com/Jxin-Cai/velpos","tagline":"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.","summary":"Provisional external discovery candidate. 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.","topics":[]},"decision":{"fitScore":40,"verdict":"SKIP","analysisState":"ANALYZED","whatItDoes":"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.","whyFound":"CLOUDM0N matched this repository because its catalog description aligns with the requested software capability.","bestFor":"Provisional external discovery candidate. 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.","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":65,"commitSha":"069436f728f0561f103095e49277d7be0635dc69","scannedAt":"2026-08-31T11:30:09.709Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"069436f728f0561f103095e49277d7be0635dc69","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":[],"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":"hoangsonww/Claude-Code-Agent-Monitor","name":"Claude-Code-Agent-Monitor","fitScore":54,"verdict":"NICHE","security":{"status":"REVIEW","score":20},"focus":"🚀 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."},{"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":"SigNoz/signoz","name":"signoz","fitScore":62,"verdict":"NICHE","security":{"status":"REVIEW","score":90},"focus":"SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}