PR merge 後的收尾流程：歸檔 openspec change、更新 docs/product 功能狀態、校準地圖文件。Use when a PR is merged, the user says 合併了/merged/上線了, or after confirming a PR's merge status.
PRD 快速生成、需求補洞、優化顧問三合一工具。從需求產出完整 PRD，多角色檢視缺漏，再優化成工程師友善文件。Use when writing a new PRD, reviewing an existing PRD for gaps, or optimizing PRD readability. Triggered by keywords: PRD, 需求文件, 產品規格, 規格書, user story, acceptance criteria, 驗收條件.
依島島 GTM 策略產出 TA 導向的行銷內容——部落格文章、社群貼文（Threads/IG/FB）、回覆別人的文案。Use when user says "寫一篇文章"、"寫貼文"、"幫我回覆這篇"、"招生文"、"揪團文"、"寫 threads"、"content"、"文案"。自動套用語氣鐵律、TA 痛點語言與模板 CTA。
規劃或實作任何 product 功能前，先用程式碼驗證 docs/product 的狀態標示是否為真。docs/product 的 PRD/FRD 狀態普遍落後於程式碼——直接照文件規劃會重做一個早就上線的功能。Use before planning a feature, estimating scope, writing an OpenSpec change, or answering "這功能做了沒". Triggered by keywords: PRD, FRD, 規劃, 這功能, 還沒做, 規劃中, roadmap, scope, plan feature.
Use when asked to summarize or analyze monthly user activity and interaction data. Queries DB for MAU, DAU trends, check-in counts, reactions, comments, follows, retention rate, and top users/practices. Generates narrative insights via daodao-ai-backend LLM and outputs a markdown report or writes to Notion.
Use when sending personalized congratulation emails to users who completed a practice. Queries the DB for completed practices, generates personalized email content via daodao-ai-backend LLM, previews samples for confirmation, then sends via email API. Always runs in dry-run mode first.
在 daodao 任務 Notion DB 建立新卡片。Use when user says "開 Notion 卡"、"建 notion 單"、"新增任務"、"create notion card"、"開一張卡"、"記到 notion"。從對話或報告自動推斷欄位，互動確認後建立。
daodao Notion→Issue→Plan→PR 自動化 pipeline 的 routine 行為規範。Use when running Routine A/B, implementing an auto issue, opening a pipeline PR, or writing pipeline comments. Triggered by keywords: routine, pipeline, auto issue, handler, agentic phase, notion-sync, dispatch.