Sent Analytics

sentdm/sent-plugin/skills/sent-analytics

作者 sentdme3d91640fb6f無授權條款48 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫6 天前更新

Queries Sent phone-number capabilities and aggregate messaging, deliverability, and contact analytics with the Sent MCP tools. Use when a user asks for number lookup, line or channel capability, messages sent, delivery rate, contact growth, dashboard metrics, period comparisons, or date-bounded trends. Use messaging-performance-analyzer for message-level evidence and root-cause diagnosis.

僅含說明Data & Analytics
AI 產生的概覽

透過 Sent MCP 工具查詢電話號碼能力,以及訊息、送達率和聯絡人等彙總分析資料。

功能
指導代理使用 Sent MCP 工具查詢電話號碼的能力、格式、類型和路由訊號,並取得已傳送訊息、送達率和聯絡人總數的彙總儀表板指標。內容說明如何確立組織與 Sender Profile 脈絡、解析日期範圍、時區和彙總粒度,以及如何說明各項指標的實際統計範圍。也涵蓋敏感輸出的遮蔽處理,並區分能力查詢與同意或所有權。
適用情境
當使用者需要號碼查詢、線路或通道能力、已傳送訊息數、送達率、聯絡人數量、儀表板指標、期間比較或依日期限定的趨勢時使用。它著重儀表板彙總資料、比率和趨勢,而非訊息層級的診斷。
執行需求
需要存取 Sent MCP 工具(numbers.lookup、dashboard.messages_sent、dashboard.deliverability、dashboard.contacts)以及由用戶端管理的 OAuth 2.1/PKCE 驗證。不隨附指令碼,僅為說明文件。

Sent Analytics

Use numbers.lookup, dashboard.messages_sent, dashboard.deliverability, and dashboard.contacts for analytics and paid external number lookup. numbers.lookup is state-changing and non-idempotent, even though it does not send a message.

Establish context

Use client-managed OAuth 2.1/PKCE. Never request or expose a token, API key, authorization header, client ID, or secret. Identify the active organization and Sender Profile when the client exposes them.

Minimize sensitive output: mask phone numbers, aggregate where possible, and omit contact, KYC, account, and message-body data that is not needed to answer the question.

An organization grant may select an owned Sender Profile with the tool schema's optional profileId; omit it to act as the authenticated account. Validate ownership with sender_profiles.list or sender_profiles.get, and use the same selector for preflight reads, mutations, and follow-up reads. Profile grants cannot use this selector. Reauthorize for a different organization or a profile outside the grant. Never invent scope fields or request credentials.

Look up a number

Use numbers.lookup to obtain available capability, formatting, type, or routing signals for the supplied number. A lookup describes capability; it is not evidence of opt-in, consent, ownership, identity, or permission to message. State that distinction whenever the result could be used to plan outreach. The paid lookup allowance is 1000 calls per authenticated account scope per UTC day, shared across acting profiles and resetting at 00:00 UTC. Respect quota errors; do not rotate profiles or retry in a loop. Temporary quota-check failure can allow lookup through, which does not make it free.

Query dashboard metrics

  1. Resolve a date range, timezone, and aggregation grain for dashboard.messages_sent. It counts delivered/read outbound SMS and WhatsApp in supported preset or custom windows, using 15-minute, hourly, or daily buckets; do not describe it as all queued sends or RCS volume.
  2. dashboard.deliverability returns an all-time outbound percentage: (SENT + DELIVERED + READ) / (all except FILTERED and BLOCKED). It is not a date-bounded delivery-only success rate. Do not invent date filters or claim a last-week comparison from this scalar.
  3. dashboard.contacts returns the current total contact count. One snapshot does not establish contact growth, activity, or a historical trend.
  4. Keep comparisons on the same organization, acting profile, supported time window, timezone, channel coverage, and grain. State the tool's actual scope: date range/timezone for volume, all-time for deliverability, snapshot for contacts.

Label processing and delivery states according to the evidence; never collapse accepted into delivered. Use exported message-level evidence or another documented source for unsupported historical comparisons.

Choose aggregate analytics or diagnosis

Use this skill for dashboard totals, rates, and trends. Use messaging-performance-analyzer when the request involves message-level delivery records, funnel drop-off, error-code clustering, or root-cause diagnosis. A deliverability dashboard can locate a change; it does not by itself prove the operational cause.

來源與署名

來源:sentdm/sent-plugin位於skills/sent-analytics提交e3d9164

授權條款: 無授權條款

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