Openclaw Command Center

**Quick judgment**: This skill is a mature, reasonably full‑featured mission control dashboard for OpenClaw deployments. It’s best suited for users who already have an OpenClaw workspace and want centralized visibility into sessions, system health, and costs. With 5k+ downloads and a straightforward quick‑start, it’s likely stable enough for serious dev and early production monitoring. **What it does well** - Provides a single web dashboard (localhost:3333) aggregating: - Real‑time AI session monitoring (via /api/state and SSE /api/events) - LLM usage “fuel gauges” across multiple model types - System vitals (CPU, memory, disk, temperature) - Cron jobs overview and management - Cerebro Topics for automatic conversation organization - Cost tracking with per‑session costs, projections, and savings estimates - Integrates cleanly into an OpenClaw workspace with simple installation commands and environment variable configuration (`OPENCLAW_WORKSPACE`). - Offers multiple authentication modes (none, token, Tailscale/Team VPN/Cloudflare) to adapt to local dev vs. remote access. **Key risks & limitations** - **Security & access control**: Auth depends heavily on correct `DASHBOARD_AUTH_MODE` and surrounding network setup. Misconfiguration (e.g., `none` in a public environment, or poorly secured public deployment) could expose sensitive session data, system metrics, and cost info. - **Scope bound to OpenClaw**: It’s tightly coupled to OpenClaw workspace conventions and APIs; not a generic observability tool. Outside that ecosystem it has little utility. - **Scaling & robustness unknown**: The docs don’t describe load characteristics, retention, or resilience under many concurrent sessions/events; treat it as good for small to medium OpenClaw environments unless proven otherwise. - **Model usage semantics**: LLM fuel gauges and cost estimates depend on how accurately the underlying OpenClaw workspace reports usage and pricing; numbers should be treated as indicative rather than authoritative billing. **Recommended scenarios** - You run multiple agents or workflows in OpenClaw and want a centralized operations dashboard for monitoring, cost awareness, and quick incident triage. - You need a ready‑made UI to watch experiments, staged rollouts, or demos in real time, with the option to hide sensitive topics during presentations. - You’re building an internal “AI control room” for a team and want to plug directly into OpenClaw’s workspace without building custom monitoring from scratch. Use it as an operational and observability layer on top of OpenClaw, but ensure you configure authentication/networking carefully and validate its metrics against your actual billing and infra monitoring where accuracy is critical.