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Author SHA1 Message Date
jiantw83 1b7aeedfdb feat: support multiple API keys for LLM providers, allowing automatic key rotation on failure 2026-05-12 07:09:20 +00:00
AI Review Bot 50f422f0d3 chore: update ai-review findings [skip ci] 2026-05-12 06:49:07 +00:00
jiantw83 c3533bdfb6 Merge pull request 'feat/refactor/kiro/fix' (#83) from feat/refactor/kiro/fix into feat/refactor/main
Reviewed-on: jiantw83/code-review#83
2026-05-12 06:48:18 +00:00
AI Review Bot 7578bee5d3 chore: update ai-review findings [skip ci] 2026-05-12 06:47:39 +00:00
jiantw83 8a8612b46d fix: update findings.json to remove redundant warnings and ensure consistency with exclusions.json 2026-05-12 06:46:51 +00:00
AI Review Bot e3b4c7f8d4 chore: update ai-review findings [skip ci] 2026-05-12 06:32:21 +00:00
jiantw83 fdcb9f04de fix: update suggestions in exclusions.json to clarify handling of findings and LLM service provider maintenance 2026-05-12 06:29:43 +00:00
jiantw83 e3596eb710 fix: add duplicate suggestion for LLM integration tests in exclusions.json 2026-05-12 06:28:34 +00:00
AI Review Bot 83943b8dda chore: update ai-review findings [skip ci] 2026-05-12 06:24:11 +00:00
jiantw83 8ad7ae51a4 Merge pull request 'feat/refactor/kiro/fix' (#80) from feat/refactor/kiro/fix into feat/refactor/main
Reviewed-on: jiantw83/code-review#80
2026-05-12 05:00:48 +00:00
jiantw83 3861d288fb Merge pull request 'fix: update role introduction formatting to use table layout' (#78) from feat/refactor/kiro/fix into feat/refactor/main
Reviewed-on: jiantw83/code-review#78
2026-05-12 02:48:24 +00:00
jiantw83 990ef7c847 Merge pull request 'docs: update README and TODO for clarity on file paths' (#77) from feat/refactor/kiro/fix into feat/refactor/main
Reviewed-on: jiantw83/code-review#77
2026-05-12 02:44:12 +00:00
8 changed files with 101 additions and 50 deletions
+26 -2
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@@ -59,15 +59,39 @@
"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": "Leo",
"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"
}
]
+20 -20
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@@ -1,37 +1,37 @@
[
{
"level": "critical",
"role": "Maya",
"location": "app/",
"suggestion": "此次變更將 AI 審查服務從 OpenRouter 切換至 Gemini,涉及不同的 API 端點、請求/回應格式及錯誤處理機制。儘管 `action.yaml` 已配置 Gemini 相關參數,但 Git Diff 中未見針對 Gemini API 整合的單元測試或整合測試。雖然 LLM 整合測試可能不適合傳統的單元測試(因需真實 API key),但這不應排除建立專屬的整合測試。現有測試可能僅涵蓋 `config/findings/git` 的通用邏輯,不足以全面驗證與 Gemini 服務的特定互動,例如請求建構、回應解析、特定錯誤碼處理及邊界條件。強烈建議為 Gemini 整合新增專屬的整合測試,以確保其在實際運作中的穩定性與正確性。",
"level": "warning",
"role": "Zara",
"location": "app/comments.js:24",
"suggestion": "在 `saveFindings` 函數中,`fs.writeFileSync` 是一個同步操作。如果 `findings` 陣列可能非常大,或者此函數會被頻繁呼叫,同步寫入檔案可能會阻塞 Node.js 事件迴圈,導致應用程式響應變慢。建議改用 `fs.writeFile` (非同步) 以避免阻塞主執行緒,提升應用程式的響應能力。",
"is_new": false
},
{
"level": "warning",
"role": "Aria",
"location": ".gitea/workflows/master.yaml",
"suggestion": "檔案結尾應包含一個換行符號 (newline at EOF),這是 POSIX 系統的慣例,有助於版本控制系統的正確處理。",
"is_new": true
},
{
"level": "warning",
"role": "Aria",
"location": ".gitea/ai-review/findings.json",
"suggestion": "檔案最後缺少換行符號,請在檔案結尾加入一個空白換行。",
"is_new": false
},
{
"level": "warning",
"role": "Leo",
"location": ".gitea/ai-review/findings.json",
"suggestion": "`findings.json` 中重新出現關於 `app/config.test.js` 檔案結尾換行符號及匯入語句長度的警告/資訊,但 `exclusions.json` 卻明確指出這些問題已解決或無需修改。這種矛盾會導致審查流程混亂,降低 AI 審查系統的可靠性。建議釐清並統一 AI 審查的設定或排除規則,確保其一致性,避免重複提出已處理或被排除的問題。",
"location": "Dockerfile",
"suggestion": "檔案結尾應包含一個換行符號 (newline at EOF),這是 POSIX 系統的慣例,有助於版本控制系統的正確處理。",
"is_new": true
},
{
"level": "warning",
"role": "Maya",
"location": "app/comments.js:24",
"suggestion": "`saveFindings` 函數在寫入 `findings.json` 時新增了換行符號。請確認現有的測試是否已涵蓋此輸出格式的變更,確保測試能夠精確驗證檔案內容,包括結尾的換行符號。若無,建議更新或新增測試案例以確保此行為被正確驗證。",
"role": "Aria",
"location": "TODO.md",
"suggestion": "檔案結尾應包含一個換行符號 (newline at EOF),這是 POSIX 系統的慣例,有助於版本控制系統的正確處理。",
"is_new": true
},
{
"level": "info",
"role": "Leo",
"location": ".gitea/workflows/review.yaml",
"suggestion": "工作流程已從 OpenRouter/OpenAI 服務切換至 Google Gemini 服務。不同 AI 服務提供商的 API 響應時間、吞吐量和穩定性可能存在差異。建議在切換後監控 AI Code Review 步驟的執行時間,確保新配置能維持或提升效能,並留意潛在的成本變化,以利長期維護與優化。",
"level": "warning",
"role": "Aria",
"location": "entrypoint.sh",
"suggestion": "檔案結尾應包含一個換行符號 (newline at EOF),這是 POSIX 系統的慣例,有助於版本控制系統的正確處理。",
"is_new": true
}
]
+1 -1
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@@ -33,7 +33,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@v${{ needs.version.outputs.version }}
with:
GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY_1 }}
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 }}
GEMINI_BASE_URL: https://generativelanguage.googleapis.com/v1beta
GEMINI_MODEL: ${{ vars.GEMINI_MODEL }}
permissions:
+6 -5
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@@ -21,6 +21,7 @@
3. Comment 加上些許 emoji 讓資訊有點活力
4. 盡量將應用程式放在 ./app,修改 entrypoint.sh 與 Dockerfile 讓程式可以正常運行
5. 將提示詞放到 ./app/prompts 內供程式讀取
6. API Key 支援逗號分隔傳入多個,依序嘗試,失敗時自動換下一個,全部失敗則 exit 1
# 使用說明
@@ -42,7 +43,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ 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: ${{ vars.OPENAI_MODEL }}
permissions:
@@ -65,7 +66,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ 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 }} # OpenRouter 使用 OpenAI 相容介面,以 OPENAI_API_KEY 傳入,支援逗號分隔多個 Key
OPENAI_BASE_URL: https://openrouter.ai/api/v1
OPENAI_MODEL: ${{ vars.OPENROUTER_MODEL }}
permissions:
@@ -88,7 +89,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ vars.ACTION_CODE_REVIEW_VERSION }}
with:
CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}
CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }} # 支援逗號分隔多個 Key
CLAUDE_BASE_URL: https://api.anthropic.com/v1
permissions:
contents: write
@@ -110,7 +111,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ 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 }}
GEMINI_BASE_URL: https://generativelanguage.googleapis.com/v1beta
GEMINI_MODEL: ${{ vars.GEMINI_MODEL }}
permissions:
@@ -133,7 +134,7 @@ jobs:
- name: AI Code Review
uses: https://gitea.jsc.idv.tw/jiantw83/code-review@${{ 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
+5
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@@ -35,6 +35,11 @@
- 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
## 階段八:API Key 輪替
- 目標:所有平台的 API Key 支援逗號分隔傳入多個,依序嘗試,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。
- 完成
---
所有階段驗收通過。
+14 -8
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@@ -8,16 +8,22 @@ 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'],
['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-2.5-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.AMAZONQ_MODEL || 'amazon-q'],
['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'],
];
for (const [provider, key, baseURL, model] of checks) {
if (key && baseURL) return { provider, apiKey: key, baseURL, model };
for (const [provider, apiKeys, baseURL, model] of checks) {
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 };
}
+10 -3
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@@ -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');
+19 -11
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@@ -5,23 +5,31 @@ 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 = {
'Content-Type': 'application/json',
'Authorization': `Bearer ${apiKey}`,
};
const headers = { 'Content-Type': 'application/json' };
if (provider === 'claude') headers['anthropic-version'] = '2023-06-01';
const resp = await axios.post(
`${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;
let lastError;
for (let i = 0; i < apiKeys.length; i++) {
headers['Authorization'] = `Bearer ${apiKeys[i]}`;
try {
const resp = await axios.post(
`${baseURL.replace(/\/$/, '')}/chat/completions`,
{ model, messages: [{ role: 'system', content: systemPrompt }, { role: 'user', content: userContent }], temperature: 0.2 },
{ headers, timeout: 120000, httpsAgent }
);
return resp.data.choices[0].message.content;
} catch (e) {
lastError = e;
console.log(` [LLM] key[${i + 1}/${apiKeys.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) {