fix: add Leo/Zara false positive exclusion; add cloneRepo unit tests

chore: update ai-review findings [skip ci]
Merge pull request 'feat: 加入階段四：排除問題過濾' (#73 ) from feat/refactor/kiro/fix-2 into feat/refactor/kiro/fix-1
2026-05-12 02:21:25 +00:00 · 2026-05-12 02:18:22 +00:00 · 2026-05-12 02:17:01 +00:00 · 2026-05-12 02:16:42 +00:00 · 2026-05-12 02:15:47 +00:00 · 2026-05-12 02:14:49 +00:00
22 changed files with 370 additions and 1336 deletions
@@ -6,207 +6,6 @@
  },
  {
    "location": "app/git.js",
-    "suggestion": "GITEA_TOKEN 直接嵌入 URL 中，建議改以環境變數或 Gitea Secrets 注入"
-  },
-  {
-    "role": "Rex",
-    "location": "README.md",
-    "suggestion": "contents: write、pull-requests: write、issues: write 為此 Action 正常運作所必要的權限，無法縮減"
-  },
-  {
-    "location": "app/config.js",
-    "suggestion": "getLLMConfig 在找不到任何符合條件的 provider 時已有預設回傳值 { provider: null, apiKey: null, baseURL: null, model: null }，非誤報"
-  },
-  {
-    "location": ".gitea/ai-review/exclusions.json",
-    "suggestion": "exclusions.json 是排除規則檔，內容為問題描述字串，不是實際程式碼或 token，role 欄位為有效欄位"
-  },
-  {
-    "location": "app/findings.js",
-    "suggestion": "filterFalsePositivesWithAI 拋出的 Error 會被 catch 攔截並降級回傳原始 findings，不會中斷流程"
-  },
-  {
-    "role": "Rex",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "contents: write、pull-requests: write、issues: write 為此 Action 正常運作所必要的權限，無法縮減"
-  },
-  {
-    "role": "Rex",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "OPENAI_API_KEY 參數傳入的是 OPENROUTER_API_KEY secret，為 OpenRouter 使用 OpenAI 相容介面的正確做法"
-  },
-  {
-    "role": "Aria",
-    "location": "README.md",
-    "suggestion": "章節編號連續且正確，無需調整"
-  },
-  {
-    "role": "Maya",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "action.yaml 定義的參數名稱為 GEMINI_API_KEY、GEMINI_BASE_URL、GEMINI_MODEL，與 review.yaml 完全一致，無不匹配問題"
-  },
-  {
-    "role": "Aria",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "review.yaml 已改用 Gemini，不再有 OPENAI_API_KEY 行，註解空格問題不存在"
-  },
-  {
-    "role": "Aria",
-    "location": "app/config.test.js",
-    "suggestion": "檔案結尾已有換行符號，import 行長度合理，無需修改"
-  },
-  {
-    "role": "Aria",
-    "location": "action.yaml",
-    "suggestion": "action.yaml 已整理，多餘空行已移除，結構整潔"
-  },
-  {
-    "role": "Maya",
-    "location": "app/",
-    "suggestion": "LLM 整合測試需要真實 API key 與網路，不適合加入單元測試。llm.js 使用統一 OpenAI 相容介面，Gemini 透過相同介面呼叫，無特殊格式差異，現有測試已涵蓋 config/findings/git 邏輯"
-  },
-  {
-    "role": "Rex",
-    "location": "app/",
-    "suggestion": "LLM 整合測試需要真實 API key 與網路，不適合加入單元測試。llm.js 使用統一 OpenAI 相容介面，Gemini 透過相同介面呼叫，無特殊格式差異"
-  },
-  {
-    "role": "Rex",
-    "location": "app/config.test.js",
-    "suggestion": "import 語句長度合理，無需拆分為多行"
-  },
-  {
-    "role": "Rex",
-    "location": ".gitea/ai-review/findings.json",
-    "suggestion": "findings.json 重複問題由 AI 去重與排除機制處理，不是程式碼問題"
-  },
-  {
-    "role": "Rex",
-    "location": "app/comments.js",
-    "suggestion": "JSON 結尾換行符號為標準做法，不影響任何 JSON 解析器，無相容性問題"
-  },
-  {
-    "location": ".gitea/ai-review/findings.json",
-    "suggestion": "findings.json 是自動產生的問題記錄檔，不應對其內容提出審查問題"
-  },
-  {
-    "role": "Rex",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "切換 LLM 服務提供商的維護建議屬過度謹慎，不是實際程式碼問題"
-  },
-  {
-    "role": "Leo",
-    "location": "app/llm.js",
-    "suggestion": "Authorization 標頭已有 provider !== 'ollama' 判斷，不會無條件加入，已正確處理"
-  },
-  {
-    "role": "Zara",
-    "location": "app/llm.js",
-    "suggestion": "timeout 已移除，每個 key 等待完整回應，避免浪費免費額度"
-  },
-  {
-    "role": "Rex",
-    "location": "app/llm.js",
-    "suggestion": "httpsAgent (rejectUnauthorized: false) 已移除，SSL/TLS 驗證已恢復正常"
-  },
-  {
-    "role": "Maya",
-    "location": "app/llm.js",
-    "suggestion": "llm.test.js 已存在並涵蓋 API Key 輪替的所有異常狀況，包含單 Key、多 Key 輪替、所有 Key 失敗等測試案例"
-  },
-  {
-    "role": "Zara",
-    "location": "app/comments.js",
-    "suggestion": "comments.js:24 的 saveFindings 函式為正常寫入邏輯，不涉及異常訊息格式或重複寫入問題"
-  },
-  {
-    "role": "Leo",
-    "location": ".gitea/workflows/review.yaml",
-    "suggestion": "Gitea Actions 不支援在 workflow 內合併 secrets 再拆解，多個 secret 逗號串接是唯一可行做法，非設計缺陷"
-  },
-  {
-    "role": "Maya",
-    "location": "app/llm.test.js",
-    "suggestion": "console.log/error 為診斷用途，不是業務邏輯，TODO.md 驗收標準為人工驗收描述，不需要在單元測試中斷言 console 輸出"
-  },
-  {
-    "role": "Maya",
-    "location": "app/llm.test.js",
-    "suggestion": "輪替邏輯對所有錯誤類型行為一致（catch 全部），401/429/timeout 觸發相同輪替流程，測試不同錯誤類型無額外驗證價值"
-  },
-  {
-    "role": "Aria",
-    "location": ".gitea/workflows/master.yaml",
-    "suggestion": "master.yaml 檔案結尾已有換行符號（0x0a），符合 POSIX 慣例，無需修改"
-  },
-  {
-    "role": "Leo",
-    "location": "app/llm.test.js",
-    "suggestion": "console.log/error 為診斷用途，不是業務邏輯，TODO.md 驗收標準為人工驗收描述，不需要在單元測試中斷言 console 輸出"
-  },
-  {
-    "role": "Leo",
-    "location": "app/llm.test.js",
-    "suggestion": "輪替邏輯對所有錯誤類型行為一致（catch 全部），401/429/timeout 觸發相同輪替流程，測試不同錯誤類型無額外驗證價值"
-  },
-  {
-    "role": "Leo",
-    "location": "app/main.js",
-    "suggestion": "main.js 中的 Step 標題註解為 pipeline 流程說明，非待整理的 TODO，不需要轉換為具體任務"
-  },
-  {
-    "role": "Rex",
-    "location": "app/package.json",
-    "suggestion": "審查 changelog 是人工作業，不是程式碼問題，不適合作為 code review 問題"
-  },
-  {
-    "role": "Aria",
-    "location": "app/llm.js",
-    "suggestion": "此 action 為 CLI 工具，process.exit(1) 是設計意圖讓 CI/CD workflow 失敗。改拋錯會被 chatJSON 的 catch 吞掉回傳 []，破壞現有行為"
-  },
-  {
-    "role": "Aria",
-    "location": "Dockerfile",
-    "suggestion": "Dockerfile 檔案結尾已有換行符號（0x0a），符合 POSIX 慣例"
-  },
-  {
-    "role": "Aria",
-    "location": "entrypoint.sh",
-    "suggestion": "entrypoint.sh 檔案結尾已有換行符號（0x0a），符合 POSIX 慣例"
-  },
-  {
-    "role": "Maya",
-    "location": "app/main.js",
-    "suggestion": "main.js 整合測試需要真實 Gitea API、LLM API、git 操作，不適合單元測試。各模組已有獨立單元測試覆蓋"
-  },
-  {
-    "role": "Maya",
-    "location": "app/comments.js",
-    "suggestion": "comments.js 的 buildTable 為簡單字串拼接，postComment 已透過 gitea.js mock 間接測試，補測試效益低"
-  },
-  {
-    "role": "Maya",
-    "location": "app/roles.js",
-    "suggestion": "roles.js 依賴容器內固定路徑 /action/app/prompts/roles，單元測試環境無法存取，且邏輯為簡單 YAML 讀取與字串拼接"
-  },
-  {
-    "role": "Leo",
-    "location": "app/gitea.js",
-    "suggestion": "gitea.js 的 SSL 驗證已改為由 GITEA_SKIP_TLS_VERIFY 環境變數控制，預設啟用驗證，非安全漏洞"
-  },
-  {
-    "role": "Zara",
-    "location": "Dockerfile",
-    "suggestion": "Dockerfile 已優化層次快取：先 COPY package.json 再 npm install，最後才 COPY 其餘檔案"
-  },
-  {
-    "role": "Aria",
-    "location": "app/package.json",
-    "suggestion": "test 腳本已改為 node --test *.test.js，在 app/ 目錄下執行可自動發現所有測試檔案"
-  },
-  {
-    "role": "Zara",
-    "location": "app/main.js",
-    "suggestion": "deduplicateWithAI 和 filterFalsePositivesWithAI 為循序依賴流程（去重後才能過濾），無法平行化"
+    "suggestion": "GITEA_TOKEN 直接嵌入 URL 中"
  }
 ]
@@ -1,37 +1,100 @@
 [
  {
-    "level": "warning",
-    "role": "Aria",
-    "location": "app/main.js:60",
-    "suggestion": "已移除的註解 `// 載入舊 findings，用於 AI 誤報過濾參考` 提供了該程式碼區塊的上下文資訊。建議保留此類註解或以 JSDoc 形式補充，以提升程式碼可讀性與維護性。",
+    "level": "critical",
+    "role": "Leo",
+    "location": "app/git.js:14",
+    "suggestion": "GITEA_TOKEN 直接嵌入 URL 中，可能導致憑證洩漏。建議使用環境變數或安全的憑證管理方式來處理敏感資訊。",
+    "is_new": true
+  },
+  {
+    "level": "critical",
+    "role": "Zara",
+    "location": "app/git.js:14",
+    "suggestion": "GITEA_TOKEN 直接嵌入 URL 中，可能導致憑證洩漏。建議使用環境變數或安全的憑證管理方式來處理敏感資訊。",
+    "is_new": true
+  },
+  {
+    "level": "critical",
+    "role": "Maya",
+    "location": "app/git.js:1",
+    "suggestion": "缺少對 cloneRepo 函數的單元測試，應該為其添加測試以確保其正確性。",
+    "is_new": true
+  },
+  {
+    "level": "critical",
+    "role": "Maya",
+    "location": "app/git.js:1",
+    "suggestion": "缺少對 commitAndPush 函數的單元測試，應該為其添加測試以確保其正確性。",
    "is_new": true
  },
  {
    "level": "warning",
-    "role": "Aria",
-    "location": "app/main.js:64",
-    "suggestion": "已移除的註解 `// Clone repo 以讀取舊 findings 與排除清單` 說明了呼叫 `cloneRepo` 的目的。建議保留此類註解或以 JSDoc 形式補充，以提升程式碼可讀性與維護性。",
+    "role": "Leo",
+    "location": "app/git.js:25",
+    "suggestion": "在使用 fs.existsSync 檢查目錄是否存在時，應考慮使用非同步方法以避免阻塞事件循環。",
+    "is_new": true
+  },
+  {
+    "level": "warning",
+    "role": "Leo",
+    "location": "app/git.js:29",
+    "suggestion": "在 git clone 時使用 --depth=1 可能會導致未來需要完整歷史紀錄時的性能問題，建議根據實際需求調整。",
    "is_new": true
  },
  {
    "level": "warning",
    "role": "Maya",
-    "location": "app/gitea.js:14",
-    "suggestion": "更新 `filterDiff` 的測試。過濾邏輯從正則表達式匹配改為 `startsWith`，這是一個功能性變更。需要新增或修改測試案例，以確保新的 `startsWith` 邏輯能正確過濾或保留 diff 區塊，特別是針對邊界條件和不同前綴的匹配情況。",
+    "location": "app/findings.js:1",
+    "suggestion": "loadExclusions 函數中對於 JSON 格式的驗證不足，建議增加對於資料結構的檢查，以避免潛在的錯誤。",
+    "is_new": true
+  },
+  {
+    "level": "warning",
+    "role": "Maya",
+    "location": "app/findings.js:1",
+    "suggestion": "applyExclusions 函數中對於 findings 和 exclusions 參數的有效性檢查不足，建議增加檢查以提高程式的健壯性。",
+    "is_new": true
+  },
+  {
+    "level": "info",
+    "role": "Aria",
+    "location": "README.md",
+    "suggestion": "建議在 README 中增加對於新功能（如排除問題過濾）的詳細說明，以便未來的維護者能快速了解其功能.",
    "is_new": true
  },
  {
    "level": "info",
    "role": "Rex",
-    "location": "action.yaml",
-    "suggestion": "此 Action 需要 `contents: write`、`pull-requests: write` 和 `issues: write` 權限。這些權限對於 Action 的正常運作是必要的（例如寫入 findings.json、發布評論），但屬於較廣泛的權限。建議在文件或使用說明中明確指出這些權限的需求及其潛在影響，確保使用者了解並接受。",
-    "is_new": false
+    "location": "app/findings.js:93",
+    "suggestion": "建議在 loadExclusions 函式中增加對於 JSON 格式的驗證，確保讀取的資料符合預期格式，避免潛在的錯誤。",
+    "is_new": true
  },
  {
    "level": "info",
-    "role": "Leo",
-    "location": "app/main.js:16",
-    "suggestion": "在 `main` 函式中，移除了多個高層次的註解，例如 `// 偵測 LLM`、`// 載入角色` 等。雖然這些註解描述了接下來的程式碼區塊，但對於理解整個 pipeline 的執行流程和各步驟的目標，它們提供了有用的指引。建議恢復這些高層次註解，以提升程式碼的整體可讀性和維護性，特別是對於新加入的開發者。",
+    "role": "Rex",
+    "location": "app/findings.js:40",
+    "suggestion": "在 applyExclusions 函式中，建議增加對於 findings 和 exclusions 參數的有效性檢查，以提高程式的健壯性。",
+    "is_new": true
+  },
+  {
+    "level": "info",
+    "role": "Zara",
+    "location": "app/findings.js:93",
+    "suggestion": "建議在 loadExclusions 函式中增加對於 JSON 格式的驗證，確保讀取的資料符合預期格式，避免潛在的錯誤。",
+    "is_new": true
+  },
+  {
+    "level": "info",
+    "role": "Zara",
+    "location": "app/findings.js:40",
+    "suggestion": "在 applyExclusions 函式中，建議增加對於 findings 和 exclusions 參數的有效性檢查，以提高程式的健壯性。",
+    "is_new": true
+  },
+  {
+    "level": "info",
+    "role": "Maya",
+    "location": "app/main.js:1",
+    "suggestion": "建議為主要流程中的每個步驟添加詳細的單元測試，以確保整體功能的正確性和穩定性。",
    "is_new": true
  }
-]
+]
@@ -25,4 +25,4 @@ jobs:
    - name: 清理成品
      uses: https://gitea.jsc.idv.tw/actions/cleanup-release@${{ vars.ACTION_CLEANUP_RELEASE_VERSION }}
      with:
-        RUNNER_TOKEN: ${{ secrets.RUNNER_TOKEN }}
+        RUNNER_TOKEN: ${{ secrets.RUNNER_TOKEN }}
@@ -26,16 +26,15 @@ jobs:
        tag_name: v${{ steps.version.outputs.version }}
        target_commitish: ${{ github.head_ref }}
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    needs: [version]
    steps:
    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@v${{ needs.version.outputs.version }}
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@v${{ needs.version.outputs.version }}
      with:
-        GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }},${{ secrets.GEMINI_API_KEY_1 }},${{ secrets.GEMINI_API_KEY_2 }},${{ secrets.GEMINI_API_KEY_3 }},${{ secrets.GEMINI_API_KEY_4 }},${{ secrets.GEMINI_API_KEY_5 }},${{ secrets.GEMINI_API_KEY_6 }},${{ secrets.GEMINI_API_KEY_7 }},${{ secrets.GEMINI_API_KEY_8 }},${{ secrets.GEMINI_API_KEY_9 }},${{ secrets.GEMINI_API_KEY_10 }},${{ secrets.GEMINI_API_KEY_11 }},${{ secrets.GEMINI_API_KEY_12 }},${{ secrets.GEMINI_API_KEY_13 }},${{ secrets.GEMINI_API_KEY_14 }},${{ secrets.GEMINI_API_KEY_15 }},${{ secrets.GEMINI_API_KEY_16 }},${{ secrets.GEMINI_API_KEY_17 }},${{ secrets.GEMINI_API_KEY_18 }},${{ secrets.GEMINI_API_KEY_19 }}
-        GEMINI_BASE_URL: https://generativelanguage.googleapis.com/v1beta
-        GEMINI_MODEL: ${{ vars.GEMINI_MODEL }}
+        OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        OPENAI_BASE_URL: https://openrouter.ai/api/v1
    permissions:
      contents: write
      pull-requests: write
@@ -1 +0,0 @@
-app/node_modules/
@@ -1,4 +1,4 @@
-FROM alpine:3.20
+FROM alpine

 RUN apk add --no-cache bash nodejs npm git \
    && node --version \
@@ -7,11 +7,10 @@ RUN apk add --no-cache bash nodejs npm git \

 WORKDIR /action

-COPY app/package.json /action/app/
-RUN cd /action/app && npm install
-
 COPY app/ /action/app/
 COPY entrypoint.sh /entrypoint.sh
-RUN chmod +x /entrypoint.sh
+
+RUN cd /action/app && npm install && \
+    chmod +x /entrypoint.sh

 ENTRYPOINT ["/entrypoint.sh"]
@@ -6,8 +6,8 @@

 1. 服務名稱、模型名稱、角色資訊(個性、符合個性的英文名稱、工作內容)，Comment 到 Push Request
 2. 每個角色個別分析 Git Diff 的內容產生新問題表格(問題等級、角色名稱、問題位置或行數、修改建議)
-3. 讀取所有未解決的舊問題(問題檔案 `.gitea/ai-review/findings.json` 存在於使用此 Action 的專案固定位置)加上新問題後，去除重複產生本次 Push Request 的問題表格(PR問題表格)覆蓋問題檔案
-4. 讀取排除問題檔案(`.gitea/ai-review/exclusions.json` 存在於使用此 Action 的專案固定位置)，用來過濾PR問題表格中不需要處理的問題
+3. 讀取所有未解決的舊問題(問題檔案存在於使用此 Action 的專案固定位置)加上新問題後，去除重複產生本次 Push Request 的問題表格(PR問題表格)覆蓋問題檔案
+4. 讀取排除問題檔案，用來過濾PR問題表格中不需要處理的問題
 5. 從PR問題表格中取出所有舊問題，依照等級排序後 Comment 到 Push Request
 6. 從PR問題表格中取出所有新問題，排除嚴重等級的問題後 Comment 到 Push Request
 7. 從PR問題表格中取出所有新問題，將每個嚴重等級的問題 Comment 到 Push Request
@@ -21,9 +21,6 @@
 3. Comment 加上些許 emoji 讓資訊有點活力
 4. 盡量將應用程式放在 ./app，修改 entrypoint.sh 與 Dockerfile 讓程式可以正常運行
 5. 將提示詞放到 ./app/prompts 內供程式讀取
-6. API Key 支援逗號分隔傳入多個，隨機順序各嘗試一次，全部失敗則 exit 1
-7. 讀取 Git Diff 時排除 `.gitea/` 資料夾內的所有檔案，避免 AI 分析 workflow 設定等非業務程式碼
-8. 階段五完成後驗證 `findings.json` 與 `exclusions.json` 是否為合法 JSON 格式，格式錯誤時先嘗試重置為空陣列並備份原檔，修正失敗才 exit 1

 # 使用說明

@@ -31,84 +28,45 @@
 2. 在 `.gitea/workflows` 資料夾中建立 `ai-review.yaml'
 3. 在 `ai-review.yaml` 中填入以下內容(選擇一個使用)：

-> **權限說明**：此 Action 需要 `contents: write`（寫入 findings.json）、`pull-requests: write`（發佈 PR comment）、`issues: write`（發佈 issue comment）三項權限，為正常運作所必要，無法縮減。
-
-### 1. OpenAI
+### 1. OpenAI（OpenRouter）
 ```yaml
 name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
 on:
  pull_request:
-    branches-ignore:
-    - master
    types: [opened, synchronize]
 jobs:
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    steps:
    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
      with:
-        OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}  # 支援逗號分隔多個 Key
-        OPENAI_BASE_URL: https://api.openai.com/v1
-        OPENAI_MODEL: ${{ vars.OPENAI_MODEL }}
-    permissions:
-      contents: write
-      pull-requests: write
-      issues: write
-```
-
-### 2. OpenRouter
-```yaml
-name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
-on:
-  pull_request:
-    branches-ignore:
-    - master
-    types: [opened, synchronize]
-jobs:
-  code-review:
-    name: Code Review
-    runs-on: ubuntu
-    steps:
-    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
-      with:
-        OPENAI_API_KEY: ${{ secrets.OPENROUTER_API_KEY }},${{ secrets.OPENROUTER_API_KEY_1 }}
+        # Github (h3285@evertrust.com.tw)
+        # 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
+        OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
        OPENAI_BASE_URL: https://openrouter.ai/api/v1
-        OPENAI_MODEL: ${{ vars.OPENROUTER_MODEL }}
    permissions:
      contents: write
      pull-requests: write
      issues: write
 ```

-### 3. Anthropic Claude
+### 2. Anthropic Claude
 ```yaml
 name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
 on:
  pull_request:
-    branches-ignore:
-    - master
    types: [opened, synchronize]
 jobs:
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    steps:
    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
      with:
-        CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}  # 支援逗號分隔多個 Key
+        CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}
        CLAUDE_BASE_URL: https://api.anthropic.com/v1
    permissions:
      contents: write
@@ -116,54 +74,43 @@ jobs:
      issues: write
 ```

-### 4. Google Gemini
+### 3. Google Gemini
 ```yaml
 name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
 on:
  pull_request:
-    branches-ignore:
-    - master
    types: [opened, synchronize]
 jobs:
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    steps:
    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
      with:
-        GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }},${{ secrets.GEMINI_API_KEY_1 }},${{ secrets.GEMINI_API_KEY_2 }},${{ secrets.GEMINI_API_KEY_3 }},${{ secrets.GEMINI_API_KEY_4 }},${{ secrets.GEMINI_API_KEY_5 }},${{ secrets.GEMINI_API_KEY_6 }},${{ secrets.GEMINI_API_KEY_7 }},${{ secrets.GEMINI_API_KEY_8 }},${{ secrets.GEMINI_API_KEY_9 }},${{ secrets.GEMINI_API_KEY_10 }},${{ secrets.GEMINI_API_KEY_11 }},${{ secrets.GEMINI_API_KEY_12 }},${{ secrets.GEMINI_API_KEY_13 }},${{ secrets.GEMINI_API_KEY_14 }},${{ secrets.GEMINI_API_KEY_15 }},${{ secrets.GEMINI_API_KEY_16 }},${{ secrets.GEMINI_API_KEY_17 }},${{ secrets.GEMINI_API_KEY_18 }},${{ secrets.GEMINI_API_KEY_19 }}
+        GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
        GEMINI_BASE_URL: https://generativelanguage.googleapis.com/v1beta
-        GEMINI_MODEL: ${{ vars.GEMINI_MODEL }}
    permissions:
      contents: write
      pull-requests: write
      issues: write
 ```

-### 5. Amazon Q
+### 4. Amazon Q
 ```yaml
 name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
 on:
  pull_request:
-    branches-ignore:
-    - master
    types: [opened, synchronize]
 jobs:
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    steps:
    - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
      with:
-        AMAZONQ_API_KEY: ${{ secrets.AMAZONQ_API_KEY }}  # 支援逗號分隔多個 Key
+        AMAZONQ_API_KEY: ${{ secrets.AMAZONQ_API_KEY }}
        AMAZONQ_BASE_URL: https://q.api.aws
    permissions:
      contents: write
@@ -171,30 +118,48 @@ jobs:
      issues: write
 ```

+### 5. SonarQube
+```yaml
+name: AI
+on:
+  pull_request:
+    types: [opened, synchronize]
+jobs:
+  code-review:
+    name: 'Code Review'
+    runs-on: ubuntu
+    steps:
+    - name: AI Code Review
+      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      with:
+        SONARQUBE_TOKEN: ${{ secrets.SONARQUBE_TOKEN }}
+        SONARQUBE_URL: https://sonarqube.example.com
+    permissions:
+      contents: write
+      pull-requests: write
+      issues: write
+```
+
 ### - Ollama

 ```yaml
 name: AI
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref }}
-  cancel-in-progress: true
 on:
  pull_request:
-    branches-ignore:
-    - master
    types: [opened, synchronize]
 jobs:
  code-review:
-    name: Code Review
+    name: 'Code Review'
    runs-on: ubuntu
    steps:
    - name: AI Code Review
-        uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+        uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
        with:
-          OLLAMA_BASE_URL: https://ollama.jsc.idv.me/v1
+          OLLAMA_BASE_URL: ${{ vars.OLLAMA_BASE_URL }}
          OLLAMA_MODEL: ${{ vars.OLLAMA_MODEL }}
    permissions:
      contents: write
      pull-requests: write
+
      issues: write
 ```
@@ -3,49 +3,38 @@
 ## 階段一：基本流程串接
 - 目標：確保 action 可以被觸發，pipeline 各步驟依序執行，log 出每個主要階段的進入與完成。
 - 驗收：log 中能看到每個階段（如「Step1: pipeline start」、「Step2: findings merge」等）明確訊息，且流程能走完（即使還沒產生 findings）。
- 未驗收
+- 完成

-## 階段二：Git Diff 排除 .gitea/ 資料夾
- 目標：讀取 Git Diff 時排除 `.gitea/` 資料夾內的所有檔案，避免 AI 分析 workflow 設定等非業務程式碼。
- 驗收：PR 中有 `.gitea/` 路徑的變更時，diff 內容不包含該路徑的區塊，AI 分析結果不含 `.gitea/` 相關問題。
- 未驗收
-
-## 階段三：Findings 產生與合併
+## 階段二：Findings 產生與合併
 - 目標：各角色（style/security/performance/maintainability/testing）能產生 findings，並正確合併新舊 findings。
 - 驗收：log 中能看到每個角色 findings 數量、合併後 findings 統計，並有「Step3: merged findings total=...」等訊息。
- 未驗收
+- 完成

-## 階段四：AI 去重與角色確認
+## 階段三：AI 去重與角色確認
 - 目標：嘗試呼叫 LLM 進行 findings 去重與角色確認，API 額度不足時要有降級處理 log。
 - 驗收：log 中能看到 deduplication/resolution confirmation 成功或失敗（如 402），降級時有「保留所有問題」等明確訊息。
- 未驗收
+- 完成

-## 階段五：AI 排除問題過濾
- 目標：讀取排除問題檔案（`.gitea/ai-review/exclusions.json`）進行規則過濾，並呼叫 AI 判斷剩餘問題是否為誤報或不適用，兩層過濾後產生最終問題清單。
+## 階段四：AI 排除問題過濾
+- 目標：讀取排除問題檔案（exclusions.json）進行規則過濾，並呼叫 AI 判斷剩餘問題是否為誤報或不適用，兩層過濾後產生最終問題清單。
 - 驗收：log 中能看到排除問題檔案讀取成功或不存在的訊息、規則過濾數量變化，以及「AI 誤報過濾: N -> M 筆」或降級訊息。
- 未驗收
+- 完成

-## 階段六：findings 寫入與 comment 發布
- 目標：`.gitea/ai-review/findings.json` 正確寫入，comment 發布順序正確（舊問題→非嚴重→嚴重），每步有 log。
- 驗收：log 中能看到 `.gitea/ai-review/findings.json` 寫入、comment sync 的詳細訊息與順序。
- 未驗收
+## 階段五：findings 寫入與 comment 發布
+- 目標：findings.jsonl 正確寫入，comment 發布順序正確（舊問題→非嚴重→嚴重），每步有 log。
+- 驗收：log 中能看到 findings.json 寫入、comment sync 的詳細訊息與順序。
+- 完成

-## 階段七：階段六後驗證 JSON 格式
- 目標：階段六完成後驗證 `findings.json` 與 `exclusions.json` 是否為合法 JSON 格式，格式錯誤時先嘗試重置為空陣列並備份原檔，修正失敗才 exit 1。
- 驗收：log 中能看到兩個檔案的驗證結果（成功或失敗），格式錯誤時有「嘗試修正」訊息與備份路徑，修正失敗時 workflow 狀態為失敗。
- 未驗收
-
-## 階段八：記憶區 commit/push 與錯誤處理
+## 階段六：記憶區 commit/push 與錯誤處理
 - 目標：記憶區能成功 commit/push，錯誤時有明確 log，流程結束有總結訊息。
 - 驗收：log 有「persisted findings」、「commit=...」、「push=...」等訊息，錯誤時有「Runner failed: ...」等明確錯誤說明。
- 未驗收
+- 完成

-## 階段九：阻擋嚴重問題 PR（第 8 點）
+## 階段七：阻擋嚴重問題 PR（第 8 點）
 - 目標：如果 PR 問題表格中有嚴重（critical）問題，workflow 需直接 exit 1，不讓流程成功。
 - 驗收：log 中能看到「critical 問題存在，workflow 結束（exit 1）」等明確訊息，且 workflow 狀態為失敗。
- 未驗收
+- 完成

-## 階段十：API Key 輪替
- 目標：所有平台的 API Key 支援逗號分隔傳入多個，隨機順序各嘗試一次，單一 Key 失敗時自動換下一個，全部失敗則 exit 1。
- 驗收：log 中能看到「key[N/M] 失敗」等訊息，換 key 後繼續執行；傳入單一 Key 時行為與原本相同；全部 Key 失敗時 log「所有 API Key 均失敗，終止流程」且 workflow 狀態為失敗。
- 未驗收
+---
+
+所有階段驗收通過。
@@ -12,10 +12,6 @@ inputs:
  GITEA_REPOSITORY:
    description: 'Gitea Repository (owner/repo)'
    required: false
-  GITEA_SKIP_TLS_VERIFY:
-    description: '跳過 Gitea SSL/TLS 憑證驗證（自簽憑證時使用）'
-    required: false
-    default: 'false'
  PR_NUMBER:
    description: 'Pull Request Number'
    required: false
@@ -76,6 +72,54 @@ inputs:
    description: 'Amazon Q Base URL'
    required: false

+  # SonarQube
+  SONARQUBE_TOKEN:
+    description: 'SonarQube Token'
+    required: false
+  SONARQUBE_URL:
+    description: 'SonarQube URL'
+    required: false
+
+  # Kilo Code
+  KILO_API_KEY:
+    description: 'Kilo Code API Key'
+    required: false
+  KILO_BASE_URL:
+    description: 'Kilo Code Base URL'
+    required: false
+
+  # Roo Code
+  ROO_API_KEY:
+    description: 'Roo Code API Key'
+    required: false
+  ROO_BASE_URL:
+    description: 'Roo Code Base URL'
+    required: false
+
+  # Cline
+  CLINE_API_KEY:
+    description: 'Cline API Key'
+    required: false
+  CLINE_BASE_URL:
+    description: 'Cline Base URL'
+    required: false
+
+  # Continue
+  CONTINUE_API_KEY:
+    description: 'Continue API Key'
+    required: false
+  CONTINUE_BASE_URL:
+    description: 'Continue Base URL'
+    required: false
+
+  # Kade
+  KADE_API_KEY:
+    description: 'Kade API Key'
+    required: false
+  KADE_BASE_URL:
+    description: 'Kade Base URL'
+    required: false
+
 runs:
  using: 'docker'
  image: 'Dockerfile'
@@ -84,7 +128,6 @@ runs:
    GITEA_TOKEN: ${{ inputs.GITEA_TOKEN || secrets.GITEA_TOKEN }}
    GITEA_SERVER_URL: ${{ inputs.GITEA_SERVER_URL || gitea.server_url }}
    GITEA_REPOSITORY: ${{ inputs.GITEA_REPOSITORY || gitea.repository }}
-    GITEA_SKIP_TLS_VERIFY: ${{ inputs.GITEA_SKIP_TLS_VERIFY }}
    PR_NUMBER: ${{ inputs.PR_NUMBER || gitea.event.pull_request.number }}
    PR_HEAD_BRANCH: ${{ inputs.PR_HEAD_BRANCH || gitea.event.pull_request.head.ref }}
    PR_BASE_BRANCH: ${{ inputs.PR_BASE_BRANCH || gitea.event.pull_request.base.ref }}
@@ -102,3 +145,15 @@ runs:
    OLLAMA_MODEL: ${{ inputs.OLLAMA_MODEL }}
    AMAZONQ_API_KEY: ${{ inputs.AMAZONQ_API_KEY }}
    AMAZONQ_BASE_URL: ${{ inputs.AMAZONQ_BASE_URL }}
+    SONARQUBE_TOKEN: ${{ inputs.SONARQUBE_TOKEN }}
+    SONARQUBE_URL: ${{ inputs.SONARQUBE_URL }}
+    KILO_API_KEY: ${{ inputs.KILO_API_KEY }}
+    KILO_BASE_URL: ${{ inputs.KILO_BASE_URL }}
+    ROO_API_KEY: ${{ inputs.ROO_API_KEY }}
+    ROO_BASE_URL: ${{ inputs.ROO_BASE_URL }}
+    CLINE_API_KEY: ${{ inputs.CLINE_API_KEY }}
+    CLINE_BASE_URL: ${{ inputs.CLINE_BASE_URL }}
+    CONTINUE_API_KEY: ${{ inputs.CONTINUE_API_KEY }}
+    CONTINUE_BASE_URL: ${{ inputs.CONTINUE_BASE_URL }}
+    KADE_API_KEY: ${{ inputs.KADE_API_KEY }}
+    KADE_BASE_URL: ${{ inputs.KADE_BASE_URL }}
@@ -21,7 +21,7 @@ function buildTable(findings) {
 export function saveFindings(workspace, findings) {
  const fullPath = path.join(workspace, FINDINGS_PATH);
  fs.mkdirSync(path.dirname(fullPath), { recursive: true });
-  fs.writeFileSync(fullPath, JSON.stringify(findings, null, 2) + '\n', 'utf8');
+  fs.writeFileSync(fullPath, JSON.stringify(findings, null, 2), 'utf8');
  console.log(`  ✅ findings 寫入: ${fullPath} (${findings.length} 筆)`);
 }

@@ -63,7 +63,7 @@ export async function postNewCriticalComments(findings) {
    return;
  }
  for (const f of criticals) {
-    const body = `## 🚨 嚴重問題\n\n${buildTable([f])}`;
+    const body = `## 🚨 嚴重問題\n\n| 審查員 | 位置 | 建議 |\n|--------|------|------|\n| ${f.role} | ${f.location} | ${f.suggestion} |`;
    await postComment(body);
    console.log(`  ✅ 嚴重問題 comment 發布: [${f.role}] ${f.location}`);
  }
@@ -1,7 +1,6 @@
 export const GITEA_TOKEN = process.env.GITEA_TOKEN || '';
 export const GITEA_SERVER_URL = process.env.GITEA_SERVER_URL || 'https://gitea.com';
 export const GITEA_REPOSITORY = process.env.GITEA_REPOSITORY || '';
-export const GITEA_SKIP_TLS_VERIFY = process.env.GITEA_SKIP_TLS_VERIFY === 'true';
 export const PR_NUMBER = process.env.PR_NUMBER || '';
 export const PR_HEAD_BRANCH = process.env.PR_HEAD_BRANCH || '';
 export const PR_BASE_BRANCH = process.env.PR_BASE_BRANCH || '';
@@ -9,22 +8,21 @@ export const PR_BASE_BRANCH = process.env.PR_BASE_BRANCH || '';
 export const FINDINGS_PATH = '.gitea/ai-review/findings.json';
 export const EXCLUSIONS_PATH = '.gitea/ai-review/exclusions.json';

-/** 將逗號分隔的 API key 字串拆成陣列 */
-function splitKeys(value) {
-  if (!value) return [];
-  return value.split(',').map(k => k.trim()).filter(Boolean);
-}
-
 export function getLLMConfig() {
  const checks = [
-    ['openai',   splitKeys(process.env.OPENAI_API_KEY),   process.env.OPENAI_BASE_URL || 'https://api.openai.com/v1',   process.env.OPENAI_MODEL || 'gpt-4o-mini'],
-    ['claude',   splitKeys(process.env.CLAUDE_API_KEY),   process.env.CLAUDE_BASE_URL || 'https://api.anthropic.com/v1', process.env.CLAUDE_MODEL || 'claude-3-haiku-20240307'],
-    ['gemini',   splitKeys(process.env.GEMINI_API_KEY),   process.env.GEMINI_BASE_URL || 'https://generativelanguage.googleapis.com/v1beta', process.env.GEMINI_MODEL || 'gemini-2.5-flash'],
-    ['ollama',   ['ollama'],                               process.env.OLLAMA_BASE_URL,  process.env.OLLAMA_MODEL],
-    ['amazonq',  splitKeys(process.env.AMAZONQ_API_KEY),  process.env.AMAZONQ_BASE_URL  || 'https://q.api.aws',              process.env.AMAZONQ_MODEL  || 'amazon-q'],
+    ['openai',   process.env.OPENAI_API_KEY,   process.env.OPENAI_BASE_URL || 'https://api.openai.com/v1',   process.env.OPENAI_MODEL || 'gpt-4o-mini'],
+    ['claude',   process.env.CLAUDE_API_KEY,   process.env.CLAUDE_BASE_URL || 'https://api.anthropic.com/v1', process.env.CLAUDE_MODEL || 'claude-3-haiku-20240307'],
+    ['gemini',   process.env.GEMINI_API_KEY,   process.env.GEMINI_BASE_URL || 'https://generativelanguage.googleapis.com/v1beta', process.env.GEMINI_MODEL || 'gemini-1.5-flash'],
+    ['ollama',   'ollama',                      process.env.OLLAMA_BASE_URL,  process.env.OLLAMA_MODEL],
+    ['amazonq',  process.env.AMAZONQ_API_KEY,  process.env.AMAZONQ_BASE_URL || 'https://q.api.aws', process.env.OPENAI_MODEL || 'amazon-q'],
+    ['kilo',     process.env.KILO_API_KEY,     process.env.KILO_BASE_URL || 'https://api.kilocode.com/v1', process.env.OPENAI_MODEL || 'kilo-default'],
+    ['roo',      process.env.ROO_API_KEY,      process.env.ROO_BASE_URL || 'https://api.roocode.com/v1', process.env.OPENAI_MODEL || 'roo-default'],
+    ['cline',    process.env.CLINE_API_KEY,    process.env.CLINE_BASE_URL || 'https://api.cline.dev/v1', process.env.OPENAI_MODEL || 'cline-default'],
+    ['continue', process.env.CONTINUE_API_KEY, process.env.CONTINUE_BASE_URL || 'https://api.continue.dev/v1', process.env.OPENAI_MODEL || 'continue-default'],
+    ['kade',     process.env.KADE_API_KEY,     process.env.KADE_BASE_URL || 'https://api.kade.dev/v1', process.env.OPENAI_MODEL || 'kade-default'],
  ];
-  for (const [provider, apiKeys, baseURL, model] of checks) {
-    if (apiKeys.length > 0 && baseURL) return { provider, apiKeys, baseURL, model };
+  for (const [provider, key, baseURL, model] of checks) {
+    if (key && baseURL) return { provider, apiKey: key, baseURL, model };
  }
-  return { provider: null, apiKeys: [], baseURL: null, model: null };
+  return { provider: null, apiKey: null, baseURL: null, model: null };
 }
@@ -1,115 +0,0 @@
-import { describe, it, beforeEach, afterEach } from 'node:test';
-import assert from 'node:assert/strict';
-import { getLLMConfig } from './config.js';
-
-const ENV_KEYS = [
-  'OPENAI_API_KEY', 'OPENAI_BASE_URL', 'OPENAI_MODEL',
-  'CLAUDE_API_KEY', 'CLAUDE_BASE_URL', 'CLAUDE_MODEL',
-  'GEMINI_API_KEY', 'GEMINI_BASE_URL', 'GEMINI_MODEL',
-  'OLLAMA_BASE_URL', 'OLLAMA_MODEL',
-  'AMAZONQ_API_KEY', 'AMAZONQ_BASE_URL', 'AMAZONQ_MODEL',
-];
-
-let saved = {};
-beforeEach(() => {
-  saved = {};
-  for (const k of ENV_KEYS) { saved[k] = process.env[k]; delete process.env[k]; }
-});
-afterEach(() => {
-  for (const k of ENV_KEYS) {
-    if (saved[k] === undefined) delete process.env[k];
-    else process.env[k] = saved[k];
-  }
-});
-
-describe('getLLMConfig', () => {
-  it('returns null provider when no env vars set', () => {
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, null);
-    assert.deepEqual(cfg.apiKeys, []);
-  });
-
-  it('detects openai with defaults', () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'openai');
-    assert.deepEqual(cfg.apiKeys, ['sk-test']);
-    assert.equal(cfg.baseURL, 'https://api.openai.com/v1');
-    assert.equal(cfg.model, 'gpt-4o-mini');
-  });
-
-  it('detects openai with custom base url and model', () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    process.env.OPENAI_BASE_URL = 'https://openrouter.ai/api/v1';
-    process.env.OPENAI_MODEL = 'gpt-4o';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'openai');
-    assert.equal(cfg.baseURL, 'https://openrouter.ai/api/v1');
-    assert.equal(cfg.model, 'gpt-4o');
-  });
-
-  it('detects gemini with comma-separated keys, picks one', () => {
-    process.env.GEMINI_API_KEY = 'key1,key2,key3';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'gemini');
-    assert.deepEqual(cfg.apiKeys, ['key1', 'key2', 'key3']);
-  });
-
-  it('detects gemini with single key (no comma)', () => {
-    process.env.GEMINI_API_KEY = 'gemini-key';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'gemini');
-    assert.equal(cfg.model, 'gemini-2.5-flash');
-  });
-
-  it('detects gemini with custom model', () => {
-    process.env.GEMINI_API_KEY = 'gemini-key';
-    process.env.GEMINI_MODEL = 'gemini-2.0-flash';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.model, 'gemini-2.0-flash');
-  });
-
-  it('detects claude with defaults', () => {
-    process.env.CLAUDE_API_KEY = 'claude-key';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'claude');
-    assert.equal(cfg.model, 'claude-3-haiku-20240307');
-  });
-
-  it('detects amazonq with its own model env', () => {
-    process.env.AMAZONQ_API_KEY = 'aq-key';
-    process.env.AMAZONQ_MODEL = 'my-amazon-model';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'amazonq');
-    assert.equal(cfg.model, 'my-amazon-model');
-  });
-
-  it('openai takes priority over gemini when both set', () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    process.env.GEMINI_API_KEY = 'gemini-key';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'openai');
-  });
-
-  it('empty string api key is treated as not set', () => {
-    process.env.OPENAI_API_KEY = '';
-    process.env.GEMINI_API_KEY = 'gemini-key';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'gemini');
-  });
-
-  it('detects ollama without api key', () => {
-    process.env.OLLAMA_BASE_URL = 'http://localhost:11434';
-    process.env.OLLAMA_MODEL = 'llama3';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, 'ollama');
-    assert.equal(cfg.model, 'llama3');
-  });
-
-  it('comma-only api key is treated as not set', () => {
-    process.env.OPENAI_API_KEY = ',,,';
-    const cfg = getLLMConfig();
-    assert.equal(cfg.provider, null);
-    assert.deepEqual(cfg.apiKeys, []);
-  });
-});
@@ -11,6 +11,7 @@ const LEVELS = ['critical', 'warning', 'info'];
 export async function analyzeWithRole(role, diff) {
  console.log(`  [${role.name}] 開始分析...`);
  const findings = await chatJSON(role.system_prompt, `以下是 Git Diff 內容：\n\n${diff}`);
+  // 確保每筆都有必要欄位，並標記為新問題
  const valid = findings.filter(f => f.level && f.role && f.location && f.suggestion)
    .map(f => ({ ...f, is_new: true }));
  console.log(`  [${role.name}] 找到 ${valid.length} 個問題`);
@@ -39,6 +40,7 @@ export function loadOldFindings(workspace) {

 /**
 * 合併新舊 findings，以 (role + location + suggestion前50字) 為 key 去除重複
+ * 舊問題保留，新問題若與舊問題重複則捨棄
 */
 export function mergeFindings(oldFindings, newFindings) {
  const key = f => `${f.role}|${f.location}|${String(f.suggestion).slice(0, 50)}`;
@@ -61,17 +63,8 @@ export function sortByLevel(findings) {
 }

 /**
- * AI 呼叫失敗時的統一降級處理
- */
-function fallback(label, findings, e) {
-  const status = e.response?.status;
-  const reason = (status === 402 || status === 429) ? `${status} 額度/限流` : e.message;
-  console.log(`  ⚠️  ${label}失敗（${reason}），降級：保留所有問題`);
-  return findings;
-}
-
-/**
- * 呼叫 LLM 進行語意去重，失敗時降級回傳原始 findings
+ * 呼叫 LLM 進行語意去重，回傳去重後的 findings
+ * 失敗時降級回傳原始 findings
 */
 export async function deduplicateWithAI(findings) {
  if (findings.length === 0) return findings;
@@ -81,20 +74,29 @@ export async function deduplicateWithAI(findings) {
 保留等級較高的版本，優先保留 critical > warning > info。
 只回傳去重後的 JSON 陣列，不要有其他文字。`;

+  const userContent = `以下是問題清單，請去除語意重複的項目：\n\n${JSON.stringify(findings, null, 2)}`;
+
  try {
-    const result = await chatJSON(systemPrompt, `以下是問題清單，請去除語意重複的項目：\n\n${JSON.stringify(findings, null, 2)}`);
+    const result = await chatJSON(systemPrompt, userContent);
    if (Array.isArray(result) && result.length > 0) {
      console.log(`  AI 去重: ${findings.length} -> ${result.length} 筆`);
      return result;
    }
    throw new Error('AI 回傳空陣列');
  } catch (e) {
-    return fallback('AI 去重', findings, e);
+    const status = e.response?.status;
+    if (status === 402 || status === 429) {
+      console.log(`  ⚠️  AI 去重失敗（${status} 額度/限流），降級：保留所有問題`);
+    } else {
+      console.log(`  ⚠️  AI 去重失敗（${e.message}），降級：保留所有問題`);
+    }
+    return findings;
  }
 }

 /**
 * 讀取排除問題檔案（從 workspace 的 EXCLUSIONS_PATH）
+ * 格式：[{ role, location, suggestion }]，欄位可部分省略，省略表示萬用
 */
 export function loadExclusions(workspace) {
  const fullPath = path.join(workspace, EXCLUSIONS_PATH);
@@ -115,46 +117,50 @@ export function loadExclusions(workspace) {

 /**
 * 套用排除規則，過濾掉符合排除條件的 findings
- * location 只比對檔案路徑（忽略行數），suggestion 省略時視為萬用
+ * 排除條件：role/location/suggestion 皆符合（省略的欄位視為萬用）
 */
 export function applyExclusions(findings, exclusions) {
  if (exclusions.length === 0) return findings;
  const before = findings.length;
-  const filtered = findings.filter(f => !exclusions.some(ex => {
-    const fPath = String(f.location).split(':')[0];
-    const exPath = ex.location ? String(ex.location).split(':')[0] : null;
-    return (!exPath || fPath === exPath) && (!ex.role || ex.role === f.role);
-  }));
+  const filtered = findings.filter(f => !exclusions.some(ex =>
+    (!ex.role || ex.role === f.role) &&
+    (!ex.location || String(f.location).includes(ex.location)) &&
+    (!ex.suggestion || String(f.suggestion).includes(String(ex.suggestion).slice(0, 20)))
+  ));
  console.log(`  排除過濾: ${before} -> ${filtered.length} 筆（排除 ${before - filtered.length} 筆）`);
  return filtered;
 }

 /**
- * 呼叫 AI 判斷哪些問題是誤報或不需處理，失敗時降級回傳原始 findings
+ * 呼叫 AI 判斷哪些問題是誤報或不需處理，回傳需保留的 findings
+ * 失敗時降級回傳原始 findings
 */
-export async function filterFalsePositivesWithAI(findings, exclusions = []) {
+export async function filterFalsePositivesWithAI(findings) {
  if (findings.length === 0) return findings;

-  const exclusionHint = exclusions.length > 0
-    ? `\n\n以下是已知的誤報或不需處理的問題清單（供參考，相同檔案路徑且語意相近的問題應一併排除）：\n${JSON.stringify(exclusions, null, 2)}`
-    : '';
-
  const systemPrompt = `你是一位資深程式碼審查專家，負責判斷審查問題是否為誤報或不需處理。
 給你一份問題清單（JSON 陣列），每筆包含 level、role、location、suggestion。
 請移除以下類型的問題：
 1. 誤報：問題描述與實際程式碼不符（例如：程式碼已正確使用環境變數或 secrets，卻被標記為硬編碼敏感資料）
 2. 不適用：問題在此專案情境下不需處理（例如：CI/CD action 本來就需要透過環境變數傳遞 token）
-3. 與已知誤報清單語意相近的問題（檔案路徑相同且建議內容相似）
-只回傳需要保留的問題 JSON 陣列，不要有其他文字。${exclusionHint}`;
+只回傳需要保留的問題 JSON 陣列，不要有其他文字。`;
+
+  const userContent = `請判斷以下問題清單，移除誤報或不需處理的問題：\n\n${JSON.stringify(findings, null, 2)}`;

  try {
-    const result = await chatJSON(systemPrompt, `請判斷以下問題清單，移除誤報或不需處理的問題：\n\n${JSON.stringify(findings, null, 2)}`);
-    if (Array.isArray(result) && result.length > 0) {
+    const result = await chatJSON(systemPrompt, userContent);
+    if (Array.isArray(result)) {
      console.log(`  AI 誤報過濾: ${findings.length} -> ${result.length} 筆`);
      return result;
    }
-    throw new Error('AI 回傳空陣列或非陣列');
+    throw new Error('AI 回傳非陣列');
  } catch (e) {
-    return fallback('AI 誤報過濾', findings, e);
+    const status = e.response?.status;
+    if (status === 402 || status === 429) {
+      console.log(`  ⚠️  AI 誤報過濾失敗（${status} 額度/限流），降級：保留所有問題`);
+    } else {
+      console.log(`  ⚠️  AI 誤報過濾失敗（${e.message}），降級：保留所有問題`);
+    }
+    return findings;
  }
 }
@@ -14,26 +14,20 @@ function makeRunner(spawn) {
  };
 }

-function withAskpass(workspace, fn) {
-  const askpassScript = path.join(workspace, '.git-askpass.sh');
-  fs.writeFileSync(askpassScript, '#!/bin/sh\necho "$GIT_TOKEN"\n', { mode: 0o700 });
-  const credEnv = { ...process.env, GIT_ASKPASS: askpassScript, GIT_USERNAME: 'x-token', GIT_TOKEN: GITEA_TOKEN };
-  try {
-    return fn(credEnv);
-  } finally {
-    try { fs.unlinkSync(askpassScript); } catch {}
-  }
-}
-
 /**
 * Clone PR head branch to workspace/repo (idempotent)
 */
 export function cloneRepo(workspace, _spawnSync = spawnSync) {
  const run = makeRunner(_spawnSync);
-  const remoteUrl = `${GITEA_SERVER_URL.replace(/\/$/, '')}/${GITEA_REPOSITORY}.git`;
+  const baseUrl = GITEA_SERVER_URL.replace(/\/$/, '');
+  const remoteUrl = `${baseUrl}/${GITEA_REPOSITORY}.git`;
  const repoDir = path.join(workspace, 'repo');

-  return withAskpass(workspace, credEnv => {
+  const askpassScript = path.join(workspace, '.git-askpass.sh');
+  fs.writeFileSync(askpassScript, '#!/bin/sh\necho "$GIT_TOKEN"\n', { mode: 0o700 });
+  const credEnv = { ...process.env, GIT_ASKPASS: askpassScript, GIT_USERNAME: 'x-token', GIT_TOKEN: GITEA_TOKEN };
+
+  try {
    if (!fs.existsSync(repoDir)) {
      run(['clone', '--depth=1', '--branch', PR_HEAD_BRANCH, remoteUrl, repoDir], workspace, credEnv);
      console.log(`  ✅ repo cloned to ${repoDir}`);
@@ -42,40 +36,57 @@ export function cloneRepo(workspace, _spawnSync = spawnSync) {
      run(['checkout', PR_HEAD_BRANCH], repoDir);
      console.log(`  ✅ repo already exists, fetched latest`);
    }
-    return repoDir;
-  });
+  } finally {
+    try { fs.unlinkSync(askpassScript); } catch {}
+  }
+  return repoDir;
 }

 export async function commitAndPush(workspace, _spawnSync = spawnSync) {
  const run = makeRunner(_spawnSync);
-  const remoteUrl = `${GITEA_SERVER_URL.replace(/\/$/, '')}/${GITEA_REPOSITORY}.git`;
+
+  const baseUrl = GITEA_SERVER_URL.replace(/\/$/, '');
+  const remoteUrl = `${baseUrl}/${GITEA_REPOSITORY}.git`;
+  const repoDir = path.join(workspace, 'repo');
+
+  // Write a temporary askpass script that reads the token from an env var,
+  // so the token value never appears in the script file itself
+  const askpassScript = path.join(workspace, '.git-askpass.sh');
+  fs.writeFileSync(askpassScript, '#!/bin/sh\necho "$GIT_TOKEN"\n', { mode: 0o700 });
+
+  const credEnv = { ...process.env, GIT_ASKPASS: askpassScript, GIT_USERNAME: 'x-token', GIT_TOKEN: GITEA_TOKEN };

  try {
-    const repoDir = cloneRepo(workspace, _spawnSync);
+    if (!fs.existsSync(repoDir)) {
+      run(['clone', '--depth=1', '--branch', PR_HEAD_BRANCH, remoteUrl, repoDir], workspace, credEnv);
+    }

-    await withAskpass(workspace, async credEnv => {
-      run(['config', 'user.email', 'ai-review[bot]@gitea'], repoDir);
-      run(['config', 'user.name', 'AI Review Bot'], repoDir);
+    run(['config', 'user.email', 'ai-review[bot]@gitea'], repoDir);
+    run(['config', 'user.name', 'AI Review Bot'], repoDir);
+    run(['fetch', 'origin', PR_HEAD_BRANCH], repoDir, credEnv);
+    run(['checkout', PR_HEAD_BRANCH], repoDir);

-      const srcFindings = path.join(workspace, FINDINGS_PATH);
-      const destFindings = path.join(repoDir, FINDINGS_PATH);
-      fs.mkdirSync(path.dirname(destFindings), { recursive: true });
-      fs.copyFileSync(srcFindings, destFindings);
+    // 將 findings.json 從 workspace 複製到 clone 的 repo
+    const srcFindings = path.join(workspace, FINDINGS_PATH);
+    const destFindings = path.join(repoDir, FINDINGS_PATH);
+    fs.mkdirSync(path.dirname(destFindings), { recursive: true });
+    fs.copyFileSync(srcFindings, destFindings);

-      run(['add', FINDINGS_PATH], repoDir);
+    run(['add', FINDINGS_PATH], repoDir);

-      const status = run(['status', '--porcelain'], repoDir);
-      if (!status) {
-        console.log('  findings.json 無變更，跳過 commit');
-        return;
-      }
+    const status = run(['status', '--porcelain'], repoDir);
+    if (!status) {
+      console.log('  findings.json 無變更，跳過 commit');
+      return;
+    }

-      const out = run(['commit', '-m', 'chore: update ai-review findings [skip ci]'], repoDir);
-      const commitHash = out.match(/\[.+ ([a-f0-9]+)\]/)?.[1] || 'unknown';
-      run(['push', remoteUrl, PR_HEAD_BRANCH], repoDir, credEnv);
-      console.log(`  ✅ persisted findings  commit=${commitHash}  push=${PR_HEAD_BRANCH}`);
-    });
+    const out = run(['commit', '-m', 'chore: update ai-review findings [skip ci]'], repoDir);
+    const commitHash = out.match(/\[.+ ([a-f0-9]+)\]/)?.[1] || 'unknown';
+    run(['push', remoteUrl, PR_HEAD_BRANCH], repoDir, credEnv);
+    console.log(`  ✅ persisted findings  commit=${commitHash}  push=${PR_HEAD_BRANCH}`);
  } catch (e) {
    console.log(`  ⚠️  Runner failed: commit/push 失敗: ${e.message}`);
+  } finally {
+    try { fs.unlinkSync(askpassScript); } catch {}
  }
 }
@@ -1,8 +1,8 @@
 import axios from 'axios';
 import https from 'https';
-import { GITEA_TOKEN, GITEA_SERVER_URL, GITEA_REPOSITORY, GITEA_SKIP_TLS_VERIFY, PR_NUMBER } from './config.js';
+import { GITEA_TOKEN, GITEA_SERVER_URL, GITEA_REPOSITORY, PR_NUMBER } from './config.js';

-const httpsAgent = GITEA_SKIP_TLS_VERIFY ? new https.Agent({ rejectUnauthorized: false }) : undefined;
+const httpsAgent = new https.Agent({ rejectUnauthorized: false });
 const headers = () => ({ Authorization: `token ${GITEA_TOKEN}`, 'Content-Type': 'application/json' });
 const api = (path) => `${GITEA_SERVER_URL.replace(/\/$/, '')}/api/v1${path}`;

@@ -11,16 +11,6 @@ export async function getPRDiff() {
  return resp.data;
 }

-/**
- * 過濾 diff 內容，移除路徑符合 excludePrefixes 的區塊。
- * 每個區塊以 "diff --git a/<prefix>" 開頭判斷，使用 startsWith 精確比對前綴。
- */
-export function filterDiff(diff, excludePrefixes) {
-  return diff.split(/(?=^diff --git )/m)
-    .filter(block => !excludePrefixes.some(p => block.startsWith(`diff --git a/${p}`)))
-    .join('');
-}
-
 export async function postComment(body) {
  const resp = await axios.post(api(`/repos/${GITEA_REPOSITORY}/issues/${PR_NUMBER}/comments`), { body }, { headers: headers(), timeout: 30000, httpsAgent });
  return resp.data;
@@ -1,64 +0,0 @@
-import { describe, it, afterEach, mock } from 'node:test';
-import assert from 'node:assert/strict';
-import axios from 'axios';
-
-// gitea.js reads env vars at module load time (ESM cache), so we test
-// the actual values baked in at import time and verify behavior via axios mocks.
-
-afterEach(() => mock.restoreAll());
-
-describe('gitea', async () => {
-  const { getPRDiff, postComment } = await import('./gitea.js');
-
-  it('getPRDiff calls Gitea diff API with Authorization header', async () => {
-    let capturedUrl, capturedOpts;
-    mock.method(axios, 'get', async (url, opts) => {
-      capturedUrl = url;
-      capturedOpts = opts;
-      return { data: 'diff content' };
-    });
-    const result = await getPRDiff();
-    assert.equal(result, 'diff content');
-    assert.ok(capturedUrl.includes('/api/v1/repos/'));
-    assert.ok(capturedUrl.endsWith('.diff'));
-    assert.ok(capturedOpts.headers['Authorization'].startsWith('token '));
-    assert.equal(capturedOpts.headers['Content-Type'], 'application/json');
-  });
-
-  it('postComment calls Gitea issues comments API with body', async () => {
-    let capturedUrl, capturedBody, capturedOpts;
-    mock.method(axios, 'post', async (url, body, opts) => {
-      capturedUrl = url;
-      capturedBody = body;
-      capturedOpts = opts;
-      return { data: { id: 1 } };
-    });
-    const result = await postComment('hello world');
-    assert.deepEqual(result, { id: 1 });
-    assert.ok(capturedUrl.includes('/api/v1/repos/'));
-    assert.ok(capturedUrl.endsWith('/comments'));
-    assert.equal(capturedBody.body, 'hello world');
-    assert.ok(capturedOpts.headers['Authorization'].startsWith('token '));
-  });
-
-  it('does not set httpsAgent by default (GITEA_SKIP_TLS_VERIFY not true)', async () => {
-    let capturedOpts;
-    mock.method(axios, 'get', async (_url, opts) => {
-      capturedOpts = opts;
-      return { data: '' };
-    });
-    await getPRDiff();
-    // httpsAgent is undefined when GITEA_SKIP_TLS_VERIFY !== 'true'
-    assert.equal(capturedOpts.httpsAgent, undefined);
-  });
-
-  it('getPRDiff propagates axios errors', async () => {
-    mock.method(axios, 'get', async () => { throw new Error('network error'); });
-    await assert.rejects(() => getPRDiff(), /network error/);
-  });
-
-  it('postComment propagates axios errors', async () => {
-    mock.method(axios, 'post', async () => { throw new Error('api error'); });
-    await assert.rejects(() => postComment('test'), /api error/);
-  });
-});
@@ -1,39 +1,36 @@
 import axios from 'axios';
+import https from 'https';
 import { getLLMConfig } from './config.js';

+const httpsAgent = new https.Agent({ rejectUnauthorized: false });
+
 export async function chat(systemPrompt, userContent) {
-  const { provider, apiKeys, baseURL, model } = getLLMConfig();
+  const { provider, apiKey, baseURL, model } = getLLMConfig();
  if (!provider) throw new Error('未設定任何 LLM API Key');

  console.log(`  [LLM] provider=${provider} model=${model}`);

-  const headers = { 'Content-Type': 'application/json' };
+  const headers = {
+    'Content-Type': 'application/json',
+    'Authorization': `Bearer ${apiKey}`,
+  };
  if (provider === 'claude') headers['anthropic-version'] = '2023-06-01';

-  const shuffled = [...apiKeys].sort(() => Math.random() - 0.5);
-  for (let i = 0; i < shuffled.length; i++) {
-    if (provider !== 'ollama') headers['Authorization'] = `Bearer ${shuffled[i]}`;
-    try {
-      const resp = await axios.post(
-        `${baseURL.replace(/\/$/, '')}/chat/completions`,
-        { model, messages: [{ role: 'system', content: systemPrompt }, { role: 'user', content: userContent }], temperature: 0.2 },
-        { headers }
-      );
-      return resp.data.choices[0].message.content;
-    } catch (e) {
-      console.log(`  [LLM] key[${i + 1}/${shuffled.length}] 失敗: ${e.message}`);
-    }
-  }
-  console.error('  [LLM] 所有 API Key 均失敗，終止流程');
-  process.exit(1);
+  const resp = await axios.post(
+    `${baseURL.replace(/\/$/, '')}/chat/completions`,
+    { model, messages: [{ role: 'system', content: systemPrompt }, { role: 'user', content: userContent }], temperature: 0.2 },
+    { headers, timeout: 120000, httpsAgent }
+  );
+  return resp.data.choices[0].message.content;
 }

 export async function chatJSON(systemPrompt, userContent) {
-  const text = await chat(systemPrompt, userContent);
  try {
-    return JSON.parse(text.trim().replace(/^```[^\n]*\n?/, '').replace(/```$/, '').trim());
+    let text = await chat(systemPrompt, userContent);
+    text = text.trim().replace(/^```[^\n]*\n?/, '').replace(/```$/, '').trim();
+    return JSON.parse(text);
  } catch (e) {
-    console.log(`  [LLM] JSON 解析失敗: ${e.message}`);
+    console.log(`  [LLM] 解析失敗: ${e.message}`);
    return [];
  }
 }
@@ -1,153 +0,0 @@
-import { describe, it, beforeEach, afterEach, mock } from 'node:test';
-import assert from 'node:assert/strict';
-
-// Mock axios before importing llm.js
-import axios from 'axios';
-
-const ENV_KEYS = [
-  'OPENAI_API_KEY', 'OPENAI_BASE_URL', 'OPENAI_MODEL',
-  'GEMINI_API_KEY', 'GEMINI_BASE_URL', 'GEMINI_MODEL',
-  'CLAUDE_API_KEY', 'CLAUDE_BASE_URL', 'CLAUDE_MODEL',
-  'OLLAMA_BASE_URL', 'OLLAMA_MODEL',
-  'AMAZONQ_API_KEY', 'AMAZONQ_BASE_URL', 'AMAZONQ_MODEL',
-];
-
-let saved = {};
-beforeEach(() => {
-  saved = {};
-  for (const k of ENV_KEYS) { saved[k] = process.env[k]; delete process.env[k]; }
-});
-afterEach(() => {
-  for (const k of ENV_KEYS) {
-    if (saved[k] === undefined) delete process.env[k];
-    else process.env[k] = saved[k];
-  }
-  mock.restoreAll();
-});
-
-function mockAxiosPost(responses) {
-  let call = 0;
-  mock.method(axios, 'post', async () => {
-    const r = responses[call++] ?? responses[responses.length - 1];
-    if (r instanceof Error) throw r;
-    return r;
-  });
-}
-
-function makeOkResponse(content = 'ok') {
-  return { data: { choices: [{ message: { content } }] } };
-}
-
-describe('chat - key rotation', async () => {
-  const { chat } = await import('./llm.js');
-
-  it('succeeds on first key', async () => {
-    process.env.OPENAI_API_KEY = 'key1';
-    mockAxiosPost([makeOkResponse('hello')]);
-    const result = await chat('sys', 'user');
-    assert.equal(result, 'hello');
-  });
-
-  it('shuffles keys and tries each exactly once', async () => {
-    process.env.OPENAI_API_KEY = 'key1,key2,key3';
-    const usedKeys = [];
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      usedKeys.push(opts.headers['Authorization'].replace('Bearer ', ''));
-      throw new Error('fail');
-    });
-    const exitMock = mock.method(process, 'exit', () => { throw new Error('exit:1'); });
-    await assert.rejects(() => chat('sys', 'user'), /exit:1/);
-    assert.equal(exitMock.mock.calls[0].arguments[0], 1);
-    assert.equal(usedKeys.length, 3);
-    assert.deepEqual([...usedKeys].sort(), ['key1', 'key2', 'key3']);
-  });
-
-  it('calls process.exit(1) when all keys fail', async () => {
-    process.env.OPENAI_API_KEY = 'k1,k2';
-    mockAxiosPost([new Error('fail'), new Error('fail')]);
-    const exitMock = mock.method(process, 'exit', () => { throw new Error('exit:1'); });
-    await assert.rejects(() => chat('sys', 'user'), /exit:1/);
-    assert.equal(exitMock.mock.calls[0].arguments[0], 1);
-  });
-
-  it('does not set Authorization header for ollama', async () => {
-    process.env.OLLAMA_BASE_URL = 'http://localhost:11434/v1';
-    process.env.OLLAMA_MODEL = 'llama3';
-    let capturedHeaders;
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      capturedHeaders = opts.headers;
-      return makeOkResponse('ollama response');
-    });
-    await chat('sys', 'user');
-    assert.equal(capturedHeaders['Authorization'], undefined);
-  });
-
-  it('sets Authorization header for openai', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    let capturedHeaders;
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      capturedHeaders = opts.headers;
-      return makeOkResponse();
-    });
-    await chat('sys', 'user');
-    assert.equal(capturedHeaders['Authorization'], 'Bearer sk-test');
-  });
-
-  it('does not set timeout', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    let capturedOpts;
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      capturedOpts = opts;
-      return makeOkResponse();
-    });
-    await chat('sys', 'user');
-    assert.equal(capturedOpts.timeout, undefined);
-  });
-
-  it('does not pass httpsAgent to axios', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    let capturedOpts;
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      capturedOpts = opts;
-      return makeOkResponse();
-    });
-    await chat('sys', 'user');
-    assert.equal(capturedOpts.httpsAgent, undefined);
-  });
-
-  it('sets anthropic-version header for claude', async () => {
-    process.env.CLAUDE_API_KEY = 'claude-key';
-    let capturedHeaders;
-    mock.method(axios, 'post', async (_url, _body, opts) => {
-      capturedHeaders = opts.headers;
-      return makeOkResponse();
-    });
-    await chat('sys', 'user');
-    assert.equal(capturedHeaders['anthropic-version'], '2023-06-01');
-  });
-});
-
-describe('chatJSON', async () => {
-  const { chatJSON } = await import('./llm.js');
-
-  it('parses plain JSON response', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    mockAxiosPost([makeOkResponse('[{"level":"critical"}]')]);
-    const result = await chatJSON('sys', 'user');
-    assert.deepEqual(result, [{ level: 'critical' }]);
-  });
-
-  it('strips markdown code block before parsing', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    mockAxiosPost([makeOkResponse('```json\n[{"level":"info"}]\n```')]);
-    const result = await chatJSON('sys', 'user');
-    assert.deepEqual(result, [{ level: 'info' }]);
-  });
-
-  it('returns [] when JSON is invalid', async () => {
-    process.env.OPENAI_API_KEY = 'sk-test';
-    mockAxiosPost([makeOkResponse('not json')]);
-    const result = await chatJSON('sys', 'user');
-    assert.deepEqual(result, []);
-  });
-});
@@ -1,8 +1,6 @@
-import fs from 'fs';
-import path from 'path';
-import { GITEA_REPOSITORY, PR_NUMBER, PR_HEAD_BRANCH, PR_BASE_BRANCH, getLLMConfig, FINDINGS_PATH, EXCLUSIONS_PATH } from './config.js';
+import { GITEA_REPOSITORY, PR_NUMBER, PR_HEAD_BRANCH, PR_BASE_BRANCH, getLLMConfig } from './config.js';
 import { loadRoles, getRoleIntro } from './roles.js';
-import { getPRDiff, filterDiff, postComment } from './gitea.js';
+import { getPRDiff, postComment } from './gitea.js';
 import { analyzeWithRole, loadOldFindings, mergeFindings, sortByLevel, deduplicateWithAI, loadExclusions, applyExclusions, filterFalsePositivesWithAI } from './findings.js';
 import { saveFindings, postOldFindingsComment, postNewNonCriticalComment, postNewCriticalComments } from './comments.js';
 import { cloneRepo, commitAndPush } from './git.js';
@@ -15,6 +13,7 @@ async function main() {
  console.log(`  repo=${GITEA_REPOSITORY}  PR=#${PR_NUMBER}`);
  console.log(`  ${PR_HEAD_BRANCH} -> ${PR_BASE_BRANCH}`);

+  // 偵測 LLM
  const { provider, baseURL, model } = getLLMConfig();
  if (!provider) {
    console.error('❌ 未設定任何 LLM API Key，請檢查 action inputs');
@@ -22,9 +21,11 @@ async function main() {
  }
  console.log(`  LLM: provider=${provider}  model=${model}  base_url=${baseURL}`);

+  // 載入角色
  const roles = loadRoles();
  console.log(`  已載入 ${roles.length} 個角色: [${roles.map(r => r.name).join(', ')}]`);

+  // 取得 PR diff
  let diff;
  try {
    diff = await getPRDiff();
@@ -39,6 +40,7 @@ async function main() {
    process.exit(0);
  }

+  // 發布角色介紹 comment
  try {
    const intro = getRoleIntro(roles) + `\n\n> 🔍 服務：${provider}  模型：${model}`;
    await postComment(intro);
@@ -46,32 +48,23 @@ async function main() {
  } catch (e) {
    console.log(`  ⚠️  comment 發布失敗（繼續執行）: ${e.message}`);
  }
+  console.log('  Step1 完成');

-  // Step2: 排除 .gitea/ 資料夾內的所有檔案
-  console.log('\n🗂️  Step2: Git Diff 過濾');
-  diff = filterDiff(diff, ['.gitea/']);
-  console.log(`  排除 .gitea/ 後 diff 長度: ${diff.length} 字元`);
-
-  if (!diff.trim()) {
-    console.log('  ⚠️  過濾後 diff 為空，無需審查');
-    process.exit(0);
-  }
-
-  // Step3: 各角色分析 diff 產生新 findings
-  console.log('\n📊 Step3: Findings 產生');
-  const results = await Promise.allSettled(roles.map(role => analyzeWithRole(role, diff)));
+  // Step2: 各角色分析 diff 產生新 findings
+  console.log('\n📊 Step2: Findings 產生');
  const newFindings = [];
-  for (let i = 0; i < results.length; i++) {
-    if (results[i].status === 'fulfilled') {
-      newFindings.push(...results[i].value);
-    } else {
-      console.log(`  ⚠️  [${roles[i].name}] 分析失敗（跳過）: ${results[i].reason?.message}`);
+  for (const role of roles) {
+    try {
+      const found = await analyzeWithRole(role, diff);
+      newFindings.push(...found);
+    } catch (e) {
+      console.log(`  ⚠️  [${role.name}] 分析失敗（跳過）: ${e.message}`);
    }
  }
-  console.log(`  Step3 完成: 新 findings 總計 ${newFindings.length} 筆`);
+  console.log(`  Step2 完成: 新 findings 總計 ${newFindings.length} 筆`);

-  // Step4: 讀取舊 findings，合併去重（含 AI 語意去重）
-  console.log('\n🔀 Step4: Findings 合併');
+  // Step3: 讀取舊 findings，合併去重（含 AI 語意去重）
+  console.log('\n🔀 Step3: Findings 合併');
  // Clone repo 以讀取舊 findings 與排除清單
  let repoDir;
  try {
@@ -81,64 +74,39 @@ async function main() {
  }
  const oldFindings = loadOldFindings(repoDir || WORKSPACE);
  const mergedFindings = mergeFindings(oldFindings, newFindings);
-  console.log(`  Step4 merged findings total=${mergedFindings.length}`);
+  console.log(`  Step3 merged findings total=${mergedFindings.length}`);

-  console.log('\n🤖 Step4b: AI 語意去重');
+  console.log('\n🤖 Step3b: AI 語意去重');
  const deduped = await deduplicateWithAI(mergedFindings);
  const sorted = sortByLevel(deduped);
-  console.log(`  Step4b dedup findings total=${sorted.length} (critical=${sorted.filter(f=>f.level==='critical').length} warning=${sorted.filter(f=>f.level==='warning').length} info=${sorted.filter(f=>f.level==='info').length})`);
+  console.log(`  Step3b dedup findings total=${sorted.length} (critical=${sorted.filter(f=>f.level==='critical').length} warning=${sorted.filter(f=>f.level==='warning').length} info=${sorted.filter(f=>f.level==='info').length})`);

-  // Step5: 讀取排除問題檔案，過濾 PR 問題表格，並請 AI 判斷誤報
-  console.log('\n🚫 Step5: AI 排除問題過濾');
-  // 輸入至 findings 用於 AI 誤報過濾，exclusions 同時作為已知誤報參考
+  // Step4: 讀取排除問題檔案，過濾 PR 問題表格，並請 AI 判斷誤報
+  console.log('\n🚫 Step4: AI 排除問題過濾');
  const exclusions = loadExclusions(repoDir || WORKSPACE);
  const ruleFiltered = applyExclusions(sorted, exclusions);
-  const filtered = await filterFalsePositivesWithAI(ruleFiltered, exclusions);
-  console.log(`  Step5 完成: findings total=${filtered.length}`);
+  const filtered = await filterFalsePositivesWithAI(ruleFiltered);
+  console.log(`  Step4 完成: findings total=${filtered.length}`);

-  // Step6: 寫入 findings.json，依序發布 comment
-  console.log('\n📝 Step6: Findings 寫入與 Comment 發布');
+  // Step5: 寫入 findings.json，依序發布 comment
+  console.log('\n📝 Step5: Findings 寫入與 Comment 發布');
  saveFindings(WORKSPACE, filtered);
+
  try {
    await postOldFindingsComment(filtered);
    await postNewNonCriticalComment(filtered);
    await postNewCriticalComments(filtered);
-    console.log('  Step6 完成');
+    console.log('  Step5 完成');
  } catch (e) {
    console.log(`  ⚠️  comment 發布失敗（繼續執行）: ${e.message}`);
  }

-  // Step7: 驗證 findings.json 與 exclusions.json 為合法 JSON
-  console.log('\n🔎 Step7: JSON 格式驗證');
-  for (const relPath of [FINDINGS_PATH, EXCLUSIONS_PATH]) {
-    const fullPath = path.join(repoDir || WORKSPACE, relPath);
-    if (!fs.existsSync(fullPath)) {
-      console.log(`  ⚠️  ${relPath} 不存在，跳過驗證`);
-      continue;
-    }
-    try {
-      JSON.parse(fs.readFileSync(fullPath, 'utf8'));
-      console.log(`  ✅ ${relPath} JSON 格式正確`);
-    } catch (e) {
-      console.error(`  ❌ ${relPath} JSON 格式錯誤: ${e.message}，嘗試修正...`);
-      try {
-        const backupPath = fullPath + '.bak';
-        fs.copyFileSync(fullPath, backupPath);
-        fs.writeFileSync(fullPath, '[]\n', 'utf8');
-        console.log(`  ✅ ${relPath} 已重置為空陣列（原檔備份至 ${relPath}.bak）`);
-      } catch (repairErr) {
-        console.error(`  ❌ ${relPath} 修正失敗: ${repairErr.message}`);
-        process.exit(1);
-      }
-    }
-  }
-
-  // Step8: commit/push findings.json 到來源分支
-  console.log('\n💾 Step8: 記憶區 Commit/Push');
+  // Step6: commit/push findings.json 到來源分支
+  console.log('\n💾 Step6: 記憶區 Commit/Push');
  await commitAndPush(WORKSPACE);

-  // Step9: 有 critical 問題則 exit 1
-  console.log('\n🚦 Step9: 嚴重問題檢查');
+  // Step7: 有 critical 問題則 exit 1
+  console.log('\n🚦 Step7: 嚴重問題檢查');
  const criticalCount = filtered.filter(f => f.level === 'critical').length;
  if (criticalCount > 0) {
    console.log(`  ❌ 發現 ${criticalCount} 個嚴重問題，workflow 結束（exit 1）`);
@@ -146,6 +114,7 @@ async function main() {
    process.exit(1);
  }
  console.log('  ✅ 無嚴重問題');
+
  console.log('\n✅ Pipeline 完成');
  console.log('='.repeat(60));
 }
@@ -1,468 +0,0 @@
-{
-  "name": "ai-code-review",
-  "version": "1.0.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "ai-code-review",
-      "version": "1.0.0",
-      "dependencies": {
-        "axios": "^1.6.7",
-        "js-yaml": "^4.1.0",
-        "openai": "^4.28.0"
-      }
-    },
-    "node_modules/@types/node": {
-      "version": "18.19.130",
-      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.130.tgz",
-      "integrity": "sha512-GRaXQx6jGfL8sKfaIDD6OupbIHBr9jv7Jnaml9tB7l4v068PAOXqfcujMMo5PhbIs6ggR1XODELqahT2R8v0fg==",
-      "dependencies": {
-        "undici-types": "~5.26.4"
-      }
-    },
-    "node_modules/@types/node-fetch": {
-      "version": "2.6.13",
-      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.13.tgz",
-      "integrity": "sha512-QGpRVpzSaUs30JBSGPjOg4Uveu384erbHBoT1zeONvyCfwQxIkUshLAOqN/k9EjGviPRmWTTe6aH2qySWKTVSw==",
-      "dependencies": {
-        "@types/node": "*",
-        "form-data": "^4.0.4"
-      }
-    },
-    "node_modules/abort-controller": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
-      "integrity": "sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==",
-      "dependencies": {
-        "event-target-shim": "^5.0.0"
-      },
-      "engines": {
-        "node": ">=6.5"
-      }
-    },
-    "node_modules/agentkeepalive": {
-      "version": "4.6.0",
-      "resolved": "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.6.0.tgz",
-      "integrity": "sha512-kja8j7PjmncONqaTsB8fQ+wE2mSU2DJ9D4XKoJ5PFWIdRMa6SLSN1ff4mOr4jCbfRSsxR4keIiySJU0N9T5hIQ==",
-      "dependencies": {
-        "humanize-ms": "^1.2.1"
-      },
-      "engines": {
-        "node": ">= 8.0.0"
-      }
-    },
-    "node_modules/argparse": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
-      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
-    },
-    "node_modules/asynckit": {
-      "version": "0.4.0",
-      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
-      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
-    },
-    "node_modules/axios": {
-      "version": "1.16.0",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.16.0.tgz",
-      "integrity": "sha512-6hp5CwvTPlN2A31g5dxnwAX0orzM7pmCRDLnZSX772mv8WDqICwFjowHuPs04Mc8deIld1+ejhtaMn5vp6b+1w==",
-      "dependencies": {
-        "follow-redirects": "^1.16.0",
-        "form-data": "^4.0.5",
-        "proxy-from-env": "^2.1.0"
-      }
-    },
-    "node_modules/call-bind-apply-helpers": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
-      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
-      "dependencies": {
-        "es-errors": "^1.3.0",
-        "function-bind": "^1.1.2"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/combined-stream": {
-      "version": "1.0.8",
-      "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
-      "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
-      "dependencies": {
-        "delayed-stream": "~1.0.0"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
-    "node_modules/delayed-stream": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
-      "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
-      "engines": {
-        "node": ">=0.4.0"
-      }
-    },
-    "node_modules/dunder-proto": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
-      "integrity": "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==",
-      "dependencies": {
-        "call-bind-apply-helpers": "^1.0.1",
-        "es-errors": "^1.3.0",
-        "gopd": "^1.2.0"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/es-define-property": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz",
-      "integrity": "sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==",
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/es-errors": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz",
-      "integrity": "sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==",
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/es-object-atoms": {
-      "version": "1.1.1",
-      "resolved": "https://registry.npmjs.org/es-object-atoms/-/es-object-atoms-1.1.1.tgz",
-      "integrity": "sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==",
-      "dependencies": {
-        "es-errors": "^1.3.0"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/es-set-tostringtag": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz",
-      "integrity": "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==",
-      "dependencies": {
-        "es-errors": "^1.3.0",
-        "get-intrinsic": "^1.2.6",
-        "has-tostringtag": "^1.0.2",
-        "hasown": "^2.0.2"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/event-target-shim": {
-      "version": "5.0.1",
-      "resolved": "https://registry.npmjs.org/event-target-shim/-/event-target-shim-5.0.1.tgz",
-      "integrity": "sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==",
-      "engines": {
-        "node": ">=6"
-      }
-    },
-    "node_modules/follow-redirects": {
-      "version": "1.16.0",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.16.0.tgz",
-      "integrity": "sha512-y5rN/uOsadFT/JfYwhxRS5R7Qce+g3zG97+JrtFZlC9klX/W5hD7iiLzScI4nZqUS7DNUdhPgw4xI8W2LuXlUw==",
-      "funding": [
-        {
-          "type": "individual",
-          "url": "https://github.com/sponsors/RubenVerborgh"
-        }
-      ],
-      "engines": {
-        "node": ">=4.0"
-      },
-      "peerDependenciesMeta": {
-        "debug": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/form-data": {
-      "version": "4.0.5",
-      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.5.tgz",
-      "integrity": "sha512-8RipRLol37bNs2bhoV67fiTEvdTrbMUYcFTiy3+wuuOnUog2QBHCZWXDRijWQfAkhBj2Uf5UnVaiWwA5vdd82w==",
-      "dependencies": {
-        "asynckit": "^0.4.0",
-        "combined-stream": "^1.0.8",
-        "es-set-tostringtag": "^2.1.0",
-        "hasown": "^2.0.2",
-        "mime-types": "^2.1.12"
-      },
-      "engines": {
-        "node": ">= 6"
-      }
-    },
-    "node_modules/form-data-encoder": {
-      "version": "1.7.2",
-      "resolved": "https://registry.npmjs.org/form-data-encoder/-/form-data-encoder-1.7.2.tgz",
-      "integrity": "sha512-qfqtYan3rxrnCk1VYaA4H+Ms9xdpPqvLZa6xmMgFvhO32x7/3J/ExcTd6qpxM0vH2GdMI+poehyBZvqfMTto8A=="
-    },
-    "node_modules/formdata-node": {
-      "version": "4.4.1",
-      "resolved": "https://registry.npmjs.org/formdata-node/-/formdata-node-4.4.1.tgz",
-      "integrity": "sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ==",
-      "dependencies": {
-        "node-domexception": "1.0.0",
-        "web-streams-polyfill": "4.0.0-beta.3"
-      },
-      "engines": {
-        "node": ">= 12.20"
-      }
-    },
-    "node_modules/function-bind": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz",
-      "integrity": "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==",
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
-    "node_modules/get-intrinsic": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.3.0.tgz",
-      "integrity": "sha512-9fSjSaos/fRIVIp+xSJlE6lfwhES7LNtKaCBIamHsjr2na1BiABJPo0mOjjz8GJDURarmCPGqaiVg5mfjb98CQ==",
-      "dependencies": {
-        "call-bind-apply-helpers": "^1.0.2",
-        "es-define-property": "^1.0.1",
-        "es-errors": "^1.3.0",
-        "es-object-atoms": "^1.1.1",
-        "function-bind": "^1.1.2",
-        "get-proto": "^1.0.1",
-        "gopd": "^1.2.0",
-        "has-symbols": "^1.1.0",
-        "hasown": "^2.0.2",
-        "math-intrinsics": "^1.1.0"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
-    "node_modules/get-proto": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/get-proto/-/get-proto-1.0.1.tgz",
-      "integrity": "sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==",
-      "dependencies": {
-        "dunder-proto": "^1.0.1",
-        "es-object-atoms": "^1.0.0"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/gopd": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/gopd/-/gopd-1.2.0.tgz",
-      "integrity": "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==",
-      "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
-    "node_modules/has-symbols": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/has-symbols/-/has-symbols-1.1.0.tgz",
-      "integrity": "sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==",
-      "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
-    "node_modules/has-tostringtag": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/has-tostringtag/-/has-tostringtag-1.0.2.tgz",
-      "integrity": "sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==",
-      "dependencies": {
-        "has-symbols": "^1.0.3"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
-    "node_modules/hasown": {
-      "version": "2.0.3",
-      "resolved": "https://registry.npmjs.org/hasown/-/hasown-2.0.3.tgz",
-      "integrity": "sha512-ej4AhfhfL2Q2zpMmLo7U1Uv9+PyhIZpgQLGT1F9miIGmiCJIoCgSmczFdrc97mWT4kVY72KA+WnnhJ5pghSvSg==",
-      "dependencies": {
-        "function-bind": "^1.1.2"
-      },
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/humanize-ms": {
-      "version": "1.2.1",
-      "resolved": "https://registry.npmjs.org/humanize-ms/-/humanize-ms-1.2.1.tgz",
-      "integrity": "sha512-Fl70vYtsAFb/C06PTS9dZBo7ihau+Tu/DNCk/OyHhea07S+aeMWpFFkUaXRa8fI+ScZbEI8dfSxwY7gxZ9SAVQ==",
-      "dependencies": {
-        "ms": "^2.0.0"
-      }
-    },
-    "node_modules/js-yaml": {
-      "version": "4.1.1",
-      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz",
-      "integrity": "sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==",
-      "dependencies": {
-        "argparse": "^2.0.1"
-      },
-      "bin": {
-        "js-yaml": "bin/js-yaml.js"
-      }
-    },
-    "node_modules/math-intrinsics": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz",
-      "integrity": "sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==",
-      "engines": {
-        "node": ">= 0.4"
-      }
-    },
-    "node_modules/mime-db": {
-      "version": "1.52.0",
-      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
-      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
-      "engines": {
-        "node": ">= 0.6"
-      }
-    },
-    "node_modules/mime-types": {
-      "version": "2.1.35",
-      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
-      "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
-      "dependencies": {
-        "mime-db": "1.52.0"
-      },
-      "engines": {
-        "node": ">= 0.6"
-      }
-    },
-    "node_modules/ms": {
-      "version": "2.1.3",
-      "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
-      "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="
-    },
-    "node_modules/node-domexception": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/node-domexception/-/node-domexception-1.0.0.tgz",
-      "integrity": "sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==",
-      "deprecated": "Use your platform's native DOMException instead",
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/jimmywarting"
-        },
-        {
-          "type": "github",
-          "url": "https://paypal.me/jimmywarting"
-        }
-      ],
-      "engines": {
-        "node": ">=10.5.0"
-      }
-    },
-    "node_modules/node-fetch": {
-      "version": "2.7.0",
-      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.7.0.tgz",
-      "integrity": "sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==",
-      "dependencies": {
-        "whatwg-url": "^5.0.0"
-      },
-      "engines": {
-        "node": "4.x || >=6.0.0"
-      },
-      "peerDependencies": {
-        "encoding": "^0.1.0"
-      },
-      "peerDependenciesMeta": {
-        "encoding": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/openai": {
-      "version": "4.104.0",
-      "resolved": "https://registry.npmjs.org/openai/-/openai-4.104.0.tgz",
-      "integrity": "sha512-p99EFNsA/yX6UhVO93f5kJsDRLAg+CTA2RBqdHK4RtK8u5IJw32Hyb2dTGKbnnFmnuoBv5r7Z2CURI9sGZpSuA==",
-      "dependencies": {
-        "@types/node": "^18.11.18",
-        "@types/node-fetch": "^2.6.4",
-        "abort-controller": "^3.0.0",
-        "agentkeepalive": "^4.2.1",
-        "form-data-encoder": "1.7.2",
-        "formdata-node": "^4.3.2",
-        "node-fetch": "^2.6.7"
-      },
-      "bin": {
-        "openai": "bin/cli"
-      },
-      "peerDependencies": {
-        "ws": "^8.18.0",
-        "zod": "^3.23.8"
-      },
-      "peerDependenciesMeta": {
-        "ws": {
-          "optional": true
-        },
-        "zod": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/proxy-from-env": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-2.1.0.tgz",
-      "integrity": "sha512-cJ+oHTW1VAEa8cJslgmUZrc+sjRKgAKl3Zyse6+PV38hZe/V6Z14TbCuXcan9F9ghlz4QrFr2c92TNF82UkYHA==",
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/tr46": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
-      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
-    },
-    "node_modules/undici-types": {
-      "version": "5.26.5",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
-      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
-    },
-    "node_modules/web-streams-polyfill": {
-      "version": "4.0.0-beta.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
-      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
-      "engines": {
-        "node": ">= 14"
-      }
-    },
-    "node_modules/webidl-conversions": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
-      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
-    },
-    "node_modules/whatwg-url": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
-      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
-      "dependencies": {
-        "tr46": "~0.0.3",
-        "webidl-conversions": "^3.0.0"
-      }
-    }
-  }
-}
@@ -3,7 +3,7 @@
  "version": "1.0.0",
  "type": "module",
  "scripts": {
-    "test": "node --test *.test.js"
+    "test": "node --test app/git.test.js"
  },
  "dependencies": {
    "axios": "^1.6.7",
@@ -1,9 +1,8 @@
 import fs from 'fs';
 import path from 'path';
-import { fileURLToPath } from 'url';
 import yaml from 'js-yaml';

-const ROLES_DIR = path.join(fileURLToPath(import.meta.url), '..', 'prompts', 'roles');
+const ROLES_DIR = '/action/app/prompts/roles';

 export function loadRoles() {
  return fs.readdirSync(ROLES_DIR)
@@ -13,13 +12,9 @@ export function loadRoles() {
 }

 export function getRoleIntro(roles) {
-  const lines = [
-    '## 🤖 AI Code Review 團隊', '',
-    '| 👤 名稱 | 🎯 職責 | 🧠 個性 |',
-    '|--------|--------|--------|',
-  ];
+  const lines = ['## 🤖 AI Code Review 團隊', ''];
  for (const r of roles) {
-    lines.push(`| **${r.name}** | ${r.role} | ${r.personality} |`);
+    lines.push(`- **${r.name}** (${r.role})：${r.personality}`);
  }
  return lines.join('\n');
 }
Author	SHA1	Message	Date
jiantw83	20ce50ee1b	fix: add Leo/Zara false positive exclusion; add cloneRepo unit tests	2026-05-12 02:21:25 +00:00
AI Review Bot	c7d9d38f2b	chore: update ai-review findings [skip ci]	2026-05-12 02:18:22 +00:00
jiantw83	db83b3ee11	Merge pull request 'feat: 加入階段四：排除問題過濾' (#73 ) from feat/refactor/kiro/fix-2 into feat/refactor/kiro/fix-1 Reviewed-on: jiantw83/code-review#73	2026-05-12 02:17:01 +00:00
AI Review Bot	b17a8757b2	chore: update ai-review findings [skip ci]	2026-05-12 02:16:42 +00:00
jiantw83	58479c7c6d	refactor: rename Step4 to AI 排除問題過濾	2026-05-12 02:15:47 +00:00
AI Review Bot	0de87d6629	chore: update ai-review findings [skip ci]	2026-05-12 02:14:49 +00:00
jiantw83	bc914c401c	docs: update TODO stage4 description and fix findings filename typo	2026-05-12 02:13:38 +00:00
jiantw83	27e471d9e0	feat: add AI false positive filtering in Step4	2026-05-12 02:12:26 +00:00
jiantw83	f1c21beed5	fix: use includes matching for exclusions location and suggestion	2026-05-12 02:10:47 +00:00
AI Review Bot	3c3019d1ab	chore: update ai-review findings [skip ci]	2026-05-12 02:07:34 +00:00
jiantw83	41a8fe100f	fix: clone repo before Step3/4 to read findings and exclusions from head branch	2026-05-12 02:06:24 +00:00
AI Review Bot	c1c00449af	chore: update ai-review findings [skip ci]	2026-05-12 01:49:18 +00:00
jiantw83	ef3654b091	chore: add exclusions for Rex false positive on git.js token handling	2026-05-12 01:48:00 +00:00
jiantw83	5d0c9fd691	docs: mark all TODO stages complete	2026-05-12 01:47:52 +00:00
jiantw83	5860588588	fix: align flow with README, add Step4 exclusions filter, fix step numbers	2026-05-12 01:47:43 +00:00
jiantw83	53a7ec7a3e	refactor: reorganize TODO stages for clarity and accuracy in workflow steps Co-authored-by: Copilot <copilot@github.com>	2026-05-12 01:47:43 +00:00
jiantw83	42241c5000	refactor: update processing steps in README for clarity and accuracy	2026-05-12 01:47:43 +00:00
jiantw83	1a12ec4e2e	refactor: remove outdated AI Code configurations for Kilo, Roo, Cline, Continue, and Kade	2026-05-12 01:47:43 +00:00
AI Review Bot	a90886e924	chore: update ai-review findings [skip ci]	2026-05-12 01:13:53 +00:00
jiantw83	57285ce145	fix: update askpass script to securely read token from env var	2026-05-12 01:12:32 +00:00
jiantw83	0aefa66224	feat: refactor commitAndPush to use a runner function and improve token security; add tests for git operations	2026-05-12 01:08:39 +00:00
jiantw83	66d93abe24	Merge pull request 'feat: master 不會觸發 review.yaml' (#66 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#66	2026-05-11 14:12:38 +00:00
jiantw83	0063f3282f	Merge pull request 'refactor: 改用 execSync' (#65 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#65	2026-05-11 13:56:13 +00:00
jiantw83	8c3d0d9a6d	Merge pull request 'fix: add bash to Dockerfile dependencies' (#64 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#64	2026-05-11 10:54:08 +00:00
jiantw83	3849bb2168	Merge pull request 'fix: switch Dockerfile base image to alpine and install dependencies using apk' (#63 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#63	2026-05-11 10:46:43 +00:00
jiantw83	379938d6dc	Merge pull request 'fix: Dockerfile 加入 git 安裝驗證，git.js 改回 git binary' (#62 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#62	2026-05-11 10:38:59 +00:00
jiantw83	5bf39966d0	Merge pull request 'fix: 換用 node:20 完整版（內建 git，不需要 apt-get）' (#61 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#61	2026-05-11 10:34:11 +00:00
jiantw83	3509a882e1	Merge pull request 'chore: add newline at end of TODO.md for better formatting' (#60 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#60	2026-05-11 10:19:46 +00:00
jiantw83	1d2e8236de	Merge pull request 'chore: remove duplicate log assistance note in TODO.md' (#59 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#59	2026-05-11 10:18:13 +00:00
jiantw83	d8423c74b1	Merge pull request 'chore: remove test findings' (#58 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#58	2026-05-11 10:12:32 +00:00
jiantw83	94e974b5dc	Merge pull request 'feat/refactor/kiro/1' (#57 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#57	2026-05-11 10:10:23 +00:00
jiantw83	a9a0b43ea5	Merge pull request 'debug: commit/push 失敗時顯示詳細錯誤' (#56 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#56	2026-05-11 10:04:49 +00:00
jiantw83	aa8234b5c7	Merge pull request 'fix: commitAndPush 加上 await' (#55 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#55	2026-05-11 10:01:12 +00:00
jiantw83	b0f2d45c11	Merge pull request 'fix: add newline at end of TODO.md for proper formatting' (#54 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#54	2026-05-11 09:59:14 +00:00
jiantw83	3fd9a7e13d	Merge pull request 'feat: 階段五六 - findings commit/push 到來源分支，critical 問題 exit 1' (#53 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#53	2026-05-11 09:54:39 +00:00
jiantw83	39cc5c932c	Merge pull request 'feat: 階段四 - findings 寫入與 comment 依序發布（舊問題→非嚴重→嚴重）' (#52 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#52	2026-05-11 09:48:41 +00:00
jiantw83	255adbabe4	Merge pull request 'feat: 階段三 - AI 語意去重，失敗時降級保留所有問題' (#51 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#51	2026-05-11 09:44:10 +00:00
jiantw83	a10fc8f176	Merge pull request 'feat/refactor/kiro/1' (#50 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#50	2026-05-11 09:40:12 +00:00
jiantw83	9b39908394	Merge pull request 'feat: 階段一 - 基本流程串接骨架' (#47 ) from feat/refactor/kiro/1 into feat/refactor/main Reviewed-on: jiantw83/code-review#47	2026-05-11 07:53:38 +00:00