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OpenClaw Lark Robot Analytics Function Integration

Analytics integration makes a Lark robot smarter in a practical way: it helps teams see what’s happening, not just answer one message at a time. The best analytics features are structured, reproducible, and grounded in data sources.

OpenClaw can fetch metrics via tools and summarize them under strict output contracts. Tencent Cloud Lighthouse provides a stable 24/7 runtime that’s simple, high performance, and cost-effective.

What to analyze

  • top intents and usage patterns
  • response latency and timeout rate
  • common user questions
  • failure hotspots by group

Guided conversion: deploy OpenClaw on Lighthouse

Analytics output contract

# lark-analytics.yaml
analytics:
  required_sections: ["Usage", "Performance", "Top Issues", "Next Actions"]
  max_bullets_per_section: 6

Next step: deploy, then connect one metric source

Start with logs or basic counters, then expand.

Analytics turns bot maintenance into a data-driven process.