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commit 前執行格式化檢查與靜態分析，自動修復可修的錯誤
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Based on SOC occupation classification
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.
| name | pre-commit-check |
| description | commit 前執行格式化檢查與靜態分析，自動修復可修的錯誤 |
commit 前的品質檢查。發現錯誤時先嘗試自動修復，修不了的再報告給使用者。
make checkmake format 自動修復make check 確認make lintmake lint 確認