refactor: add suggestion for TODO.md clarification and enhance filterDiff test documentation

Reviewed-on: jiantw83/code-review#85

.gitea/ai-review/exclusions.json

@@ -6,11 +6,222 @@
   },
   {
     "location": "app/git.js",
-    "suggestion": "GITEA_TOKEN 直接嵌入 URL 中"
+    "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"
+    "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"
+  },
+  {
+    "role": "Leo",
+    "location": "app/comments.js",
+    "suggestion": "buildTable 函式已在 comments.js 第 13 行定義，非未定義或未匯入，不會導致執行時錯誤"
+  },
+  {
+    "role": "Maya",
+    "location": "app/gitea.js",
+    "suggestion": "filterDiff 的單元測試已在 gitea.test.js 補齊，涵蓋過濾 .gitea/、不誤過濾其他路徑、全部排除、空 diff 四種情境"
+  },
+  {
+    "role": "Leo",
+    "location": "TODO.md",
+    "suggestion": "TODO.md 的階段編號僅供內部開發追蹤，無外部文件引用，階段編號調整不影響任何外部一致性"
   }
 ]

.gitea/ai-review/findings.json

@@ -1 +1,9 @@
-[]
+[
+  {
+    "level": "info",
+    "role": "Leo",
+    "location": "TODO.md",
+    "suggestion": "階段編號的變更可能導致外部文件或討論中引用的階段號碼過時。建議在相關外部文件（如專案規劃、設計文件）中同步更新階段編號，以確保資訊一致性。",
+    "is_new": true
+  }
+]

.gitea/workflows/review.yaml

@@ -26,14 +26,14 @@ jobs:
         tag_name: v${{ steps.version.outputs.version }}
         target_commitish: ${{ github.head_ref }}
   code-review:
-    name: 'Code Review'
+    name: Code Review
     runs-on: ubuntu
     needs: [version]
     steps:
     - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@v${{ needs.version.outputs.version }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@v${{ needs.version.outputs.version }}
       with:
-        GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+        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 }}
     permissions:

.gitignore

@@ -0,0 +1 @@
+app/node_modules/

Dockerfile

@@ -1,4 +1,4 @@
-FROM alpine
+FROM alpine:3.20
 
 RUN apk add --no-cache bash nodejs npm git \
     && node --version \
@@ -7,10 +7,11 @@ 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"]

README.md

@@ -21,6 +21,9 @@
 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
 
@@ -28,21 +31,28 @@
 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
 ```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/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
       with:
-        OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        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:
@@ -54,18 +64,23 @@ jobs:
 ### 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'
+    name: Code Review
     runs-on: ubuntu
     steps:
     - name: AI Code Review
-      uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
       with:
-        OPENAI_API_KEY: ${{ secrets.OPENROUTER_API_KEY }}  # OpenRouter 使用 OpenAI 相容介面，以 OPENAI_API_KEY 傳入
+        OPENAI_API_KEY: ${{ secrets.OPENROUTER_API_KEY }},${{ secrets.OPENROUTER_API_KEY_1 }}
         OPENAI_BASE_URL: https://openrouter.ai/api/v1
         OPENAI_MODEL: ${{ vars.OPENROUTER_MODEL }}
     permissions:
@@ -77,18 +92,23 @@ jobs:
 ### 3. 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/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
       with:
-        CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}
+        CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}  # 支援逗號分隔多個 Key
         CLAUDE_BASE_URL: https://api.anthropic.com/v1
     permissions:
       contents: write
@@ -99,18 +119,23 @@ jobs:
 ### 4. 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/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
       with:
-        GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+        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 }}
     permissions:
@@ -122,18 +147,23 @@ jobs:
 ### 5. 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/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+      uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
       with:
-        AMAZONQ_API_KEY: ${{ secrets.AMAZONQ_API_KEY }}
+        AMAZONQ_API_KEY: ${{ secrets.AMAZONQ_API_KEY }}  # 支援逗號分隔多個 Key
         AMAZONQ_BASE_URL: https://q.api.aws
     permissions:
       contents: write
@@ -145,22 +175,26 @@ jobs:
 
 ```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/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
+        uses: https://gitea.jsc.idv.tw/actions/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
         with:
           OLLAMA_BASE_URL: https://ollama.jsc.idv.me/v1
           OLLAMA_MODEL: ${{ vars.OLLAMA_MODEL }}
     permissions:
       contents: write
       pull-requests: write
-
       issues: write
 ```

TODO.md

@@ -3,38 +3,49 @@
 ## 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）。
-- 完成
+- 未驗收
 
-## 階段二：Findings 產生與合併
+## 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
 - 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。
-- 完成
+- 未驗收
 
-## 階段三：AI 去重與角色確認
+## 階段四：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。
-- 完成
+- 未驗收
 
-## 階段四：AI 排除問題過濾
+## 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。
 - 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。
-- 完成
+- 未驗收
 
-## 階段五：findings 寫入與 comment 發布
+## 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。
-- 完成
+- 未驗收
 
-## 階段六：記憶區 commit/push 與錯誤處理
+## 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
 - 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。
-- 完成
+- 未驗收
 
-## 階段七：阻擋嚴重問題 PR（第 8 點）
+## 階段九：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。
-- 完成
+- 未驗收
 
----
+## 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。
-所有階段驗收通過。
+- 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

action.yaml

@@ -12,6 +12,10 @@ 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
@@ -72,8 +76,6 @@ inputs:
     description: 'Amazon Q Base URL'
     required: false
 
-
-
 runs:
   using: 'docker'
   image: 'Dockerfile'
@@ -82,6 +84,7 @@ 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 }}

app/comments.js

@@ -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), 'utf8');
+  fs.writeFileSync(fullPath, JSON.stringify(findings, null, 2) + '\n', '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| 審查員 | 位置 | 建議 |\n|--------|------|------|\n| ${f.role} | ${f.location} | ${f.suggestion} |`;
+    const body = `## 🚨 嚴重問題\n\n${buildTable([f])}`;
     await postComment(body);
     console.log(`  ✅ 嚴重問題 comment 發布: [${f.role}] ${f.location}`);
   }

app/config.js

@@ -1,6 +1,7 @@
 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 || '';
@@ -8,16 +9,22 @@ 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',   process.env.OPENAI_API_KEY,   process.env.OPENAI_BASE_URL || 'https://api.openai.com/v1',   process.env.OPENAI_MODEL || 'gpt-4o-mini'],
+    ['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',   process.env.CLAUDE_API_KEY,   process.env.CLAUDE_BASE_URL || 'https://api.anthropic.com/v1', process.env.CLAUDE_MODEL || 'claude-3-haiku-20240307'],
+    ['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',   process.env.GEMINI_API_KEY,   process.env.GEMINI_BASE_URL || 'https://generativelanguage.googleapis.com/v1beta', process.env.GEMINI_MODEL || 'gemini-2.5-flash'],
+    ['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],
+    ['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.AMAZONQ_MODEL  || 'amazon-q'],
+    ['amazonq',  splitKeys(process.env.AMAZONQ_API_KEY),  process.env.AMAZONQ_BASE_URL  || 'https://q.api.aws',              process.env.AMAZONQ_MODEL  || 'amazon-q'],
   ];
-  for (const [provider, key, baseURL, model] of checks) {
+  for (const [provider, apiKeys, baseURL, model] of checks) {
-    if (key && baseURL) return { provider, apiKey: key, baseURL, model };
+    if (apiKeys.length > 0 && baseURL) return { provider, apiKeys, baseURL, model };
   }
-  return { provider: null, apiKey: null, baseURL: null, model: null };
+  return { provider: null, apiKeys: [], baseURL: null, model: null };
 }

app/config.test.js

@@ -26,14 +26,14 @@ describe('getLLMConfig', () => {
   it('returns null provider when no env vars set', () => {
     const cfg = getLLMConfig();
     assert.equal(cfg.provider, null);
-    assert.equal(cfg.apiKey, 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.equal(cfg.apiKey, 'sk-test');
+    assert.deepEqual(cfg.apiKeys, ['sk-test']);
     assert.equal(cfg.baseURL, 'https://api.openai.com/v1');
     assert.equal(cfg.model, 'gpt-4o-mini');
   });
@@ -48,7 +48,14 @@ describe('getLLMConfig', () => {
     assert.equal(cfg.model, 'gpt-4o');
   });
 
-  it('detects gemini with defaults', () => {
+  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');
@@ -98,4 +105,11 @@ describe('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, []);
+  });
 });

app/findings.js

@@ -11,7 +11,6 @@ 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`);
@@ -19,28 +18,33 @@ export async function analyzeWithRole(role, diff) {
 }
 
 /**
- * 讀取舊 findings（從 workspace 的 FINDINGS_PATH）
+ * 讀取 JSON 陣列檔案，失敗或不存在時回傳空陣列
  */
-export function loadOldFindings(workspace) {
+function readJSONArray(fullPath, label) {
-  const fullPath = path.join(workspace, FINDINGS_PATH);
   if (!fs.existsSync(fullPath)) {
-    console.log('  舊 findings 檔案不存在，視為空');
+    console.log(`  ${label}檔案不存在，視為空`);
     return [];
   }
   try {
     const data = JSON.parse(fs.readFileSync(fullPath, 'utf8'));
-    const old = (Array.isArray(data) ? data : []).map(f => ({ ...f, is_new: false }));
+    return Array.isArray(data) ? data : [];
-    console.log(`  讀取舊 findings: ${old.length} 筆`);
-    return old;
   } catch (e) {
-    console.log(`  ⚠️  讀取舊 findings 失敗: ${e.message}，視為空`);
+    console.log(`  ⚠️  讀取${label}失敗: ${e.message}，視為空`);
     return [];
   }
 }
 
+/**
+ * 讀取舊 findings（從 workspace 的 FINDINGS_PATH）
+ */
+export function loadOldFindings(workspace) {
+  const old = readJSONArray(path.join(workspace, FINDINGS_PATH), '舊 findings ').map(f => ({ ...f, is_new: false }));
+  console.log(`  讀取舊 findings: ${old.length} 筆`);
+  return old;
+}
+
 /**
  * 合併新舊 findings，以 (role + location + suggestion前50字) 為 key 去除重複
- * 舊問題保留，新問題若與舊問題重複則捨棄
  */
 export function mergeFindings(oldFindings, newFindings) {
   const key = f => `${f.role}|${f.location}|${String(f.suggestion).slice(0, 50)}`;
@@ -63,8 +67,17 @@ export function sortByLevel(findings) {
 }
 
 /**
- * 呼叫 LLM 進行語意去重，回傳去重後的 findings
+ * AI 呼叫失敗時的統一降級處理
- * 失敗時降級回傳原始 findings
+ */
+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
  */
 export async function deduplicateWithAI(findings) {
   if (findings.length === 0) return findings;
@@ -74,93 +87,69 @@ 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${JSON.stringify(findings, null, 2)}`;
-
   try {
-    const result = await chatJSON(systemPrompt, userContent);
+    const result = await chatJSON(systemPrompt, `以下是問題清單，請去除語意重複的項目：\n\n${JSON.stringify(findings, null, 2)}`);
     if (Array.isArray(result) && result.length > 0) {
       console.log(`  AI 去重: ${findings.length} -> ${result.length} 筆`);
       return result;
     }
     throw new Error('AI 回傳空陣列');
   } catch (e) {
-    const status = e.response?.status;
+    return fallback('AI 去重', findings, e);
-    if (status === 402 || status === 429) {
-      console.log(`  ⚠️  AI 去重失敗（${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);
+  const exclusions = readJSONArray(path.join(workspace, EXCLUSIONS_PATH), '排除問題');
-  if (!fs.existsSync(fullPath)) {
-    console.log('  排除問題檔案不存在，跳過過濾');
-    return [];
-  }
-  try {
-    const data = JSON.parse(fs.readFileSync(fullPath, 'utf8'));
-    const exclusions = Array.isArray(data) ? data : [];
   console.log(`  讀取排除問題: ${exclusions.length} 筆`);
   return exclusions;
-  } catch (e) {
-    console.log(`  ⚠️  讀取排除問題失敗: ${e.message}，跳過過濾`);
-    return [];
-  }
 }
 
 /**
  * 套用排除規則，過濾掉符合排除條件的 findings
- * 排除條件：role/location/suggestion 皆符合（省略的欄位視為萬用）
+ * location 只比對檔案路徑（忽略行數），suggestion 省略時視為萬用
  */
 export function applyExclusions(findings, exclusions) {
   if (exclusions.length === 0) return findings;
   const before = findings.length;
-  const filtered = findings.filter(f => !exclusions.some(ex =>
+  const filtered = findings.filter(f => !exclusions.some(ex => {
-    (!ex.role || ex.role === f.role) &&
+    const fPath = String(f.location).split(':')[0];
-    (!ex.location || String(f.location).includes(ex.location)) &&
+    const exPath = ex.location ? String(ex.location).split(':')[0] : null;
-    (!ex.suggestion || String(f.suggestion).includes(String(ex.suggestion).slice(0, 20)))
+    return (!exPath || fPath === exPath) && (!ex.role || ex.role === f.role);
-  ));
+  }));
   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，回傳需保留的 findings
+ * 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
- * 失敗時降級回傳原始 findings
  */
-export async function filterFalsePositivesWithAI(findings) {
+export async function filterFalsePositivesWithAI(findings, exclusions = []) {
   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${JSON.stringify(exclusions, null, 2)}`
+    : '';
+
   const systemPrompt = `你是一位資深程式碼審查專家，負責判斷審查問題是否為誤報或不需處理。
 給你一份問題清單（JSON 陣列），每筆包含 level、role、location、suggestion。
 請移除以下類型的問題：
 1. 誤報：問題描述與實際程式碼不符（例如：程式碼已正確使用環境變數或 secrets，卻被標記為硬編碼敏感資料）
 2. 不適用：問題在此專案情境下不需處理（例如：CI/CD action 本來就需要透過環境變數傳遞 token）
-只回傳需要保留的問題 JSON 陣列，不要有其他文字。`;
+3. 與已知誤報清單語意相近的問題（檔案路徑相同且建議內容相似）
-
+只回傳需要保留的問題 JSON 陣列，不要有其他文字。${exclusionHint}`;
-  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, userContent);
+    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) {
       console.log(`  AI 誤報過濾: ${findings.length} -> ${result.length} 筆`);
       return result;
     }
     throw new Error('AI 回傳空陣列或非陣列');
   } catch (e) {
-    const status = e.response?.status;
+    return fallback('AI 誤報過濾', findings, e);
-    if (status === 402 || status === 429) {
-      console.log(`  ⚠️  AI 誤報過濾失敗（${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;
   }
 }

app/git.js

@@ -3,6 +3,8 @@ import fs from 'fs';
 import path from 'path';
 import { GITEA_SERVER_URL, GITEA_REPOSITORY, GITEA_TOKEN, PR_HEAD_BRANCH, FINDINGS_PATH } from './config.js';
 
+const remoteUrl = `${GITEA_SERVER_URL.replace(/\/$/, '')}/${GITEA_REPOSITORY}.git`;
+
 function makeRunner(spawn) {
   return function run(args, cwd, env) {
     const opts = { cwd, encoding: 'utf8' };
@@ -14,20 +16,25 @@ function makeRunner(spawn) {
   };
 }
 
+function withAskpass(workspace, fn) {
+  const askpassScript = path.join(workspace, '.git-askpass.sh');
+  fs.writeFileSync(askpassScript, '#!/bin/sh\necho "$GIT_TOKEN"\n', { mode: 0o700 });
+  const credEnv = { ...process.env, GIT_ASKPASS: askpassScript, GIT_USERNAME: 'x-token', GIT_TOKEN: GITEA_TOKEN };
+  try {
+    return fn(credEnv);
+  } finally {
+    try { fs.unlinkSync(askpassScript); } catch {}
+  }
+}
+
 /**
  * Clone PR head branch to workspace/repo (idempotent)
  */
 export function cloneRepo(workspace, _spawnSync = spawnSync) {
   const run = makeRunner(_spawnSync);
-  const baseUrl = GITEA_SERVER_URL.replace(/\/$/, '');
-  const remoteUrl = `${baseUrl}/${GITEA_REPOSITORY}.git`;
   const repoDir = path.join(workspace, 'repo');
 
-  const askpassScript = path.join(workspace, '.git-askpass.sh');
+  return withAskpass(workspace, credEnv => {
-  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}`);
@@ -36,37 +43,20 @@ export function cloneRepo(workspace, _spawnSync = spawnSync) {
       run(['checkout', PR_HEAD_BRANCH], repoDir);
       console.log(`  ✅ repo already exists, fetched latest`);
     }
-  } finally {
-    try { fs.unlinkSync(askpassScript); } catch {}
-  }
     return repoDir;
+  });
 }
 
 export async function commitAndPush(workspace, _spawnSync = spawnSync) {
   const run = makeRunner(_spawnSync);
 
-  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 {
-    if (!fs.existsSync(repoDir)) {
+    const repoDir = cloneRepo(workspace, _spawnSync);
-      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(['fetch', 'origin', PR_HEAD_BRANCH], repoDir, credEnv);
-    run(['checkout', PR_HEAD_BRANCH], repoDir);
 
-    // 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 });
@@ -84,9 +74,8 @@ export async function commitAndPush(workspace, _spawnSync = spawnSync) {
       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 {}
   }
 }

app/gitea.js

@@ -1,16 +1,30 @@
 import axios from 'axios';
 import https from 'https';
-import { GITEA_TOKEN, GITEA_SERVER_URL, GITEA_REPOSITORY, PR_NUMBER } from './config.js';
+import { GITEA_TOKEN, GITEA_SERVER_URL, GITEA_REPOSITORY, GITEA_SKIP_TLS_VERIFY, PR_NUMBER } from './config.js';
 
-const httpsAgent = new https.Agent({ rejectUnauthorized: false });
+const httpsAgent = GITEA_SKIP_TLS_VERIFY ? new https.Agent({ rejectUnauthorized: false }) : undefined;
 const headers = () => ({ Authorization: `token ${GITEA_TOKEN}`, 'Content-Type': 'application/json' });
 const api = (path) => `${GITEA_SERVER_URL.replace(/\/$/, '')}/api/v1${path}`;
 
+/**
+ * 取得 PR 的原始 Git Diff 內容。
+ * 注意：回傳值未經路徑過濾，呼叫端須使用 filterDiff 排除敏感路徑（如 .gitea/）後再傳給 AI。
+ */
 export async function getPRDiff() {
   const resp = await axios.get(api(`/repos/${GITEA_REPOSITORY}/pulls/${PR_NUMBER}.diff`), { headers: headers(), timeout: 60000, httpsAgent });
   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;

app/gitea.test.js

@@ -0,0 +1,89 @@
+import { describe, it, afterEach, mock } from 'node:test';
+import assert from 'node:assert/strict';
+import axios from 'axios';
+
+afterEach(() => mock.restoreAll());
+
+describe('gitea', async () => {
+  const { getPRDiff, filterDiff, 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();
+    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/);
+  });
+});
+
+describe('filterDiff', async () => {
+  const { filterDiff } = await import('./gitea.js');
+
+  const block = (file) => `diff --git a/${file} b/${file}\n--- a/${file}\n+++ b/${file}\n@@ -1 +1 @@\n-old\n+new\n`;
+
+  it('filters out .gitea/ blocks', () => {
+    const diff = block('.gitea/workflows/review.yaml') + block('src/index.js');
+    const result = filterDiff(diff, ['.gitea/']);
+    assert.ok(!result.includes('.gitea/'));
+    assert.ok(result.includes('src/index.js'));
+  });
+
+  it('does not filter non-.gitea/ blocks', () => {
+    const diff = block('src/index.js') + block('README.md');
+    const result = filterDiff(diff, ['.gitea/']);
+    assert.equal(result, diff);
+  });
+
+  it('returns empty string when all blocks are excluded', () => {
+    const diff = block('.gitea/workflows/review.yaml') + block('.gitea/ai-review/findings.json');
+    const result = filterDiff(diff, ['.gitea/']);
+    assert.equal(result, '');
+  });
+
+  it('returns empty string for empty diff', () => {
+    assert.equal(filterDiff('', ['.gitea/']), '');
+  });
+});

app/llm.js

@@ -1,36 +1,39 @@
 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, apiKey, baseURL, model } = getLLMConfig();
+  const { provider, apiKeys, 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 = {
+  const headers = { 'Content-Type': 'application/json' };
-    '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(/\/$/, '')}/chat/completions`,
         { model, messages: [{ role: 'system', content: systemPrompt }, { role: 'user', content: userContent }], temperature: 0.2 },
-    { headers, timeout: 120000, httpsAgent }
+        { headers }
       );
       return resp.data.choices[0].message.content;
+    } catch (e) {
+      console.log(`  [LLM] key[${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);
 }
 
 export async function chatJSON(systemPrompt, userContent) {
+  const text = await chat(systemPrompt, userContent);
   try {
-    let text = await chat(systemPrompt, userContent);
+    return JSON.parse(text.trim().replace(/^```[^\n]*\n?/, '').replace(/```$/, '').trim());
-    text = text.trim().replace(/^```[^\n]*\n?/, '').replace(/```$/, '').trim();
-    return JSON.parse(text);
   } catch (e) {
-    console.log(`  [LLM] 解析失敗: ${e.message}`);
+    console.log(`  [LLM] JSON 解析失敗: ${e.message}`);
     return [];
   }
 }

app/llm.test.js

@@ -0,0 +1,153 @@
+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, []);
+  });
+});

app/main.js

@@ -1,6 +1,8 @@
-import { GITEA_REPOSITORY, PR_NUMBER, PR_HEAD_BRANCH, PR_BASE_BRANCH, getLLMConfig } from './config.js';
+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 { loadRoles, getRoleIntro } from './roles.js';
-import { getPRDiff, postComment } from './gitea.js';
+import { getPRDiff, filterDiff, 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';
@@ -13,7 +15,6 @@ 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');
@@ -21,11 +22,9 @@ 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();
@@ -40,7 +39,6 @@ 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);
@@ -48,23 +46,32 @@ async function main() {
   } catch (e) {
     console.log(`  ⚠️  comment 發布失敗（繼續執行）: ${e.message}`);
   }
-  console.log('  Step1 完成');
 
-  // Step2: 各角色分析 diff 產生新 findings
+  // Step2: 排除 .gitea/ 資料夾內的所有檔案
-  console.log('\n📊 Step2: Findings 產生');
+  console.log('\n🗂️  Step2: Git Diff 過濾');
+  diff = filterDiff(diff, ['.gitea/']);
+  console.log(`  排除 .gitea/ 後 diff 長度: ${diff.length} 字元`);
+
+  if (!diff.trim()) {
+    console.log('  ⚠️  過濾後 diff 為空，無需審查');
+    process.exit(0);
+  }
+
+  // Step3: 各角色分析 diff 產生新 findings
+  console.log('\n📊 Step3: Findings 產生');
+  const results = await Promise.allSettled(roles.map(role => analyzeWithRole(role, diff)));
   const newFindings = [];
-  for (const role of roles) {
+  for (let i = 0; i < results.length; i++) {
-    try {
+    if (results[i].status === 'fulfilled') {
-      const found = await analyzeWithRole(role, diff);
+      newFindings.push(...results[i].value);
-      newFindings.push(...found);
+    } else {
-    } catch (e) {
+      console.log(`  ⚠️  [${roles[i].name}] 分析失敗（跳過）: ${results[i].reason?.message}`);
-      console.log(`  ⚠️  [${role.name}] 分析失敗（跳過）: ${e.message}`);
     }
   }
-  console.log(`  Step2 完成: 新 findings 總計 ${newFindings.length} 筆`);
+  console.log(`  Step3 完成: 新 findings 總計 ${newFindings.length} 筆`);
 
-  // Step3: 讀取舊 findings，合併去重（含 AI 語意去重）
+  // Step4: 讀取舊 findings，合併去重（含 AI 語意去重）
-  console.log('\n🔀 Step3: Findings 合併');
+  console.log('\n🔀 Step4: Findings 合併');
   // Clone repo 以讀取舊 findings 與排除清單
   let repoDir;
   try {
@@ -74,39 +81,64 @@ async function main() {
   }
   const oldFindings = loadOldFindings(repoDir || WORKSPACE);
   const mergedFindings = mergeFindings(oldFindings, newFindings);
-  console.log(`  Step3 merged findings total=${mergedFindings.length}`);
+  console.log(`  Step4 merged findings total=${mergedFindings.length}`);
 
-  console.log('\n🤖 Step3b: AI 語意去重');
+  console.log('\n🤖 Step4b: AI 語意去重');
   const deduped = await deduplicateWithAI(mergedFindings);
   const sorted = sortByLevel(deduped);
-  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})`);
+  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})`);
 
-  // Step4: 讀取排除問題檔案，過濾 PR 問題表格，並請 AI 判斷誤報
+  // 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🚫 Step4: AI 排除問題過濾');
+  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
   const exclusions = loadExclusions(repoDir || WORKSPACE);
   const ruleFiltered = applyExclusions(sorted, exclusions);
-  const filtered = await filterFalsePositivesWithAI(ruleFiltered);
+  const filtered = await filterFalsePositivesWithAI(ruleFiltered, exclusions);
-  console.log(`  Step4 完成: findings total=${filtered.length}`);
+  console.log(`  Step5 完成: findings total=${filtered.length}`);
 
-  // Step5: 寫入 findings.json，依序發布 comment
+  // Step6: 寫入 findings.json，依序發布 comment
-  console.log('\n📝 Step5: Findings 寫入與 Comment 發布');
+  console.log('\n📝 Step6: Findings 寫入與 Comment 發布');
   saveFindings(WORKSPACE, filtered);
-
   try {
     await postOldFindingsComment(filtered);
     await postNewNonCriticalComment(filtered);
     await postNewCriticalComments(filtered);
-    console.log('  Step5 完成');
+    console.log('  Step6 完成');
   } catch (e) {
     console.log(`  ⚠️  comment 發布失敗（繼續執行）: ${e.message}`);
   }
 
-  // Step6: commit/push findings.json 到來源分支
+  // Step7: 驗證 findings.json 與 exclusions.json 為合法 JSON
-  console.log('\n💾 Step6: 記憶區 Commit/Push');
+  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');
   await commitAndPush(WORKSPACE);
 
-  // Step7: 有 critical 問題則 exit 1
+  // Step9: 有 critical 問題則 exit 1
-  console.log('\n🚦 Step7: 嚴重問題檢查');
+  console.log('\n🚦 Step9: 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）`);
@@ -114,7 +146,6 @@ async function main() {
     process.exit(1);
   }
   console.log('  ✅ 無嚴重問題');
-
   console.log('\n✅ Pipeline 完成');
   console.log('='.repeat(60));
 }

app/package-lock.json

@@ -0,0 +1,468 @@
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+  "version": "1.0.0",
+  "lockfileVersion": 3,
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+        "openai": "^4.28.0"
+      }
+    },
+    "node_modules/@types/node": {
+      "version": "18.19.130",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.130.tgz",
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+      "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",
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+}

app/package.json

@@ -3,7 +3,7 @@
   "version": "1.0.0",
   "type": "module",
   "scripts": {
-    "test": "node --test app/git.test.js"
+    "test": "node --test *.test.js"
   },
   "dependencies": {
     "axios": "^1.6.7",

app/roles.js

@@ -1,8 +1,9 @@
 import fs from 'fs';
 import path from 'path';
+import { fileURLToPath } from 'url';
 import yaml from 'js-yaml';
 
-const ROLES_DIR = '/action/app/prompts/roles';
+const ROLES_DIR = path.join(fileURLToPath(import.meta.url), '..', 'prompts', 'roles');
 
 export function loadRoles() {
   return fs.readdirSync(ROLES_DIR)