WeChatDataAnalysis/skills/wechat-mcp-copilot/references/analytics.md

Analytics

Use this for annual summaries, rankings, counts, and aggregate questions.

Tools

• wechat.analytics.get_wrapped_meta
• wechat.analytics.get_wrapped_card
• wechat.analytics.get_wrapped_annual
• wechat.chat.get_daily_message_counts
• wechat.biz.get_pay_records

Rules

• Prefer get_wrapped_meta then get_wrapped_card for mobile or constrained contexts.
• Wrapped annual tools read existing generated cache only; if a cache is missing, ask the user to open Wrapped in the desktop/web app first.
• Use get_wrapped_annual only when the user needs the whole annual dataset.
• For broad statistics, prefer aggregate tools or targeted searches over full message pagination.
• Always state the account, time range, and metric basis when answering.