[{"data":1,"prerenderedAt":5026},["ShallowReactive",2],{"best-practices:developer-workflow":3,"content-manifest":2516},{"id":4,"title":5,"body":6,"category":2498,"date":2499,"description":2500,"difficulty":2501,"extension":2502,"meta":2503,"navigation":315,"path":2504,"seo":2505,"source":2499,"sourceName":2499,"sourceType":2506,"stem":2507,"tags":2508,"updatedAt":2514,"__hash__":2515},"bestPractices/best-practices/developer-workflow.md","开发者工作流自动化",{"type":7,"value":8,"toc":2460},"minimark",[9,12,16,20,87,90,94,281,284,388,391,445,452,467,483,487,507,511,522,530,532,535,625,628,954,957,1076,1078,1082,1206,1209,1260,1266,1272,1276,1279,1394,1397,1635,1639,1862,1866,1870,2150,2153,2155,2175,2178,2198,2201,2221,2224,2227,2230,2295,2298,2301,2370,2374,2377,2433,2436,2456],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"本文介绍如何使用 OpenClaw 构建完整的开发者工作流，提升日常开发效率。",[17,18,19],"h2",{"id":19},"核心场景",[21,22,23,39],"table",{},[24,25,26],"thead",{},[27,28,29,33,36],"tr",{},[30,31,32],"th",{},"场景",[30,34,35],{},"描述",[30,37,38],{},"效率提升",[40,41,42,54,65,76],"tbody",{},[27,43,44,48,51],{},[45,46,47],"td",{},"代码审查",[45,49,50],{},"自动分析代码质量、安全漏洞",[45,52,53],{},"减少 60% 审查时间",[27,55,56,59,62],{},[45,57,58],{},"调试辅助",[45,60,61],{},"错误分析、日志解读、解决方案",[45,63,64],{},"加速问题定位",[27,66,67,70,73],{},[45,68,69],{},"文档生成",[45,71,72],{},"自动生成 API 文档、README",[45,74,75],{},"节省 80% 文档时间",[27,77,78,81,84],{},[45,79,80],{},"Git 操作",[45,82,83],{},"智能提交信息、分支管理",[45,85,86],{},"规范化提交历史",[17,88,89],{"id":89},"代码审查助手",[91,92,93],"h3",{"id":93},"配置代码审查技能",[95,96,101],"pre",{"className":97,"code":98,"language":99,"meta":100,"style":100},"language-json shiki shiki-themes github-light github-dark","{\n \"skills\": {\n \"code-reviewer\": {\n \"enabled\": true,\n \"languages\": [\"typescript\", \"python\", \"go\", \"rust\"],\n \"checks\": {\n \"security\": true,\n \"performance\": true,\n \"style\": true,\n \"best_practices\": true\n },\n \"severity_levels\": [\"error\", \"warning\", \"info\"]\n }\n }\n}\n","json","",[102,103,104,113,123,131,146,178,186,198,210,222,233,239,263,269,275],"code",{"__ignoreMap":100},[105,106,109],"span",{"class":107,"line":108},"line",1,[105,110,112],{"class":111},"sVt8B","{\n",[105,114,116,120],{"class":107,"line":115},2,[105,117,119],{"class":118},"sj4cs"," \"skills\"",[105,121,122],{"class":111},": {\n",[105,124,126,129],{"class":107,"line":125},3,[105,127,128],{"class":118}," \"code-reviewer\"",[105,130,122],{"class":111},[105,132,134,137,140,143],{"class":107,"line":133},4,[105,135,136],{"class":118}," \"enabled\"",[105,138,139],{"class":111},": ",[105,141,142],{"class":118},"true",[105,144,145],{"class":111},",\n",[105,147,149,152,155,159,162,165,167,170,172,175],{"class":107,"line":148},5,[105,150,151],{"class":118}," \"languages\"",[105,153,154],{"class":111},": [",[105,156,158],{"class":157},"sZZnC","\"typescript\"",[105,160,161],{"class":111},", ",[105,163,164],{"class":157},"\"python\"",[105,166,161],{"class":111},[105,168,169],{"class":157},"\"go\"",[105,171,161],{"class":111},[105,173,174],{"class":157},"\"rust\"",[105,176,177],{"class":111},"],\n",[105,179,181,184],{"class":107,"line":180},6,[105,182,183],{"class":118}," \"checks\"",[105,185,122],{"class":111},[105,187,189,192,194,196],{"class":107,"line":188},7,[105,190,191],{"class":118}," \"security\"",[105,193,139],{"class":111},[105,195,142],{"class":118},[105,197,145],{"class":111},[105,199,201,204,206,208],{"class":107,"line":200},8,[105,202,203],{"class":118}," \"performance\"",[105,205,139],{"class":111},[105,207,142],{"class":118},[105,209,145],{"class":111},[105,211,213,216,218,220],{"class":107,"line":212},9,[105,214,215],{"class":118}," \"style\"",[105,217,139],{"class":111},[105,219,142],{"class":118},[105,221,145],{"class":111},[105,223,225,228,230],{"class":107,"line":224},10,[105,226,227],{"class":118}," \"best_practices\"",[105,229,139],{"class":111},[105,231,232],{"class":118},"true\n",[105,234,236],{"class":107,"line":235},11,[105,237,238],{"class":111}," },\n",[105,240,242,245,247,250,252,255,257,260],{"class":107,"line":241},12,[105,243,244],{"class":118}," \"severity_levels\"",[105,246,154],{"class":111},[105,248,249],{"class":157},"\"error\"",[105,251,161],{"class":111},[105,253,254],{"class":157},"\"warning\"",[105,256,161],{"class":111},[105,258,259],{"class":157},"\"info\"",[105,261,262],{"class":111},"]\n",[105,264,266],{"class":107,"line":265},13,[105,267,268],{"class":111}," }\n",[105,270,272],{"class":107,"line":271},14,[105,273,274],{"class":111}," }\n",[105,276,278],{"class":107,"line":277},15,[105,279,280],{"class":111},"}\n",[91,282,283],{"id":283},"审查工作流",[95,285,289],{"className":286,"code":287,"language":288,"meta":100,"style":100},"language-python shiki shiki-themes github-light github-dark","async def review_code(diff_content, file_path):\n \"\"\"代码审查工作流\"\"\"\n # 1. 静态分析\n static_issues = await analyze_code(diff_content, file_path)\n\n # 2. 安全检查\n security_issues = await check_security(diff_content)\n\n # 3. 性能分析\n performance_hints = await analyze_performance(diff_content)\n\n # 4. 生成审查报告\n report = await generate_review_report({\n \"static\": static_issues,\n \"security\": security_issues,\n \"performance\": performance_hints\n })\n\n return report\n","python",[102,290,291,296,301,306,311,317,322,327,331,336,341,345,350,355,360,365,371,377,382],{"__ignoreMap":100},[105,292,293],{"class":107,"line":108},[105,294,295],{},"async def review_code(diff_content, file_path):\n",[105,297,298],{"class":107,"line":115},[105,299,300],{}," \"\"\"代码审查工作流\"\"\"\n",[105,302,303],{"class":107,"line":125},[105,304,305],{}," # 1. 静态分析\n",[105,307,308],{"class":107,"line":133},[105,309,310],{}," static_issues = await analyze_code(diff_content, file_path)\n",[105,312,313],{"class":107,"line":148},[105,314,316],{"emptyLinePlaceholder":315},true,"\n",[105,318,319],{"class":107,"line":180},[105,320,321],{}," # 2. 安全检查\n",[105,323,324],{"class":107,"line":188},[105,325,326],{}," security_issues = await check_security(diff_content)\n",[105,328,329],{"class":107,"line":200},[105,330,316],{"emptyLinePlaceholder":315},[105,332,333],{"class":107,"line":212},[105,334,335],{}," # 3. 性能分析\n",[105,337,338],{"class":107,"line":224},[105,339,340],{}," performance_hints = await analyze_performance(diff_content)\n",[105,342,343],{"class":107,"line":235},[105,344,316],{"emptyLinePlaceholder":315},[105,346,347],{"class":107,"line":241},[105,348,349],{}," # 4. 生成审查报告\n",[105,351,352],{"class":107,"line":265},[105,353,354],{}," report = await generate_review_report({\n",[105,356,357],{"class":107,"line":271},[105,358,359],{}," \"static\": static_issues,\n",[105,361,362],{"class":107,"line":277},[105,363,364],{}," \"security\": security_issues,\n",[105,366,368],{"class":107,"line":367},16,[105,369,370],{}," \"performance\": performance_hints\n",[105,372,374],{"class":107,"line":373},17,[105,375,376],{}," })\n",[105,378,380],{"class":107,"line":379},18,[105,381,316],{"emptyLinePlaceholder":315},[105,383,385],{"class":107,"line":384},19,[105,386,387],{}," return report\n",[91,389,390],{"id":390},"审查报告示例",[95,392,396],{"className":393,"code":394,"language":395,"meta":100,"style":100},"language-markdown shiki shiki-themes github-light github-dark","## 代码审查报告\n\n### 🔴 严重问题 (2)\n\n1. **SQL 注入风险** (src/api/users.py:45)\n ```python\n # 危险：直接拼接 SQL\n query = f\"SELECT * FROM users WHERE id = {user_id}\"\n","markdown",[102,397,398,404,408,413,417,430,435,440],{"__ignoreMap":100},[105,399,400],{"class":107,"line":108},[105,401,403],{"class":402},"sq-ep","## 代码审查报告\n",[105,405,406],{"class":107,"line":115},[105,407,316],{"emptyLinePlaceholder":315},[105,409,410],{"class":107,"line":125},[105,411,412],{"class":402},"### 🔴 严重问题 (2)\n",[105,414,415],{"class":107,"line":133},[105,416,316],{"emptyLinePlaceholder":315},[105,418,419,423,427],{"class":107,"line":148},[105,420,422],{"class":421},"s4XuR","1.",[105,424,426],{"class":425},"sIZ1i"," **SQL 注入风险**",[105,428,429],{"class":111}," (src/api/users.py:45)\n",[105,431,432],{"class":107,"line":180},[105,433,434],{"class":111}," ```python\n",[105,436,437],{"class":107,"line":188},[105,438,439],{"class":111}," # 危险：直接拼接 SQL\n",[105,441,442],{"class":107,"line":200},[105,443,444],{"class":111}," query = f\"SELECT * FROM users WHERE id = {user_id}\"\n",[13,446,447,451],{},[448,449,450],"strong",{},"建议","：使用参数化查询",[95,453,455],{"className":286,"code":454,"language":288,"meta":100,"style":100},"query = \"SELECT * FROM users WHERE id = ?\"\ncursor.execute(query, (user_id,))\n",[102,456,457,462],{"__ignoreMap":100},[105,458,459],{"class":107,"line":108},[105,460,461],{},"query = \"SELECT * FROM users WHERE id = ?\"\n",[105,463,464],{"class":107,"line":115},[105,465,466],{},"cursor.execute(query, (user_id,))\n",[468,469,470],"ol",{"start":115},[471,472,473,476,477],"li",{},[448,474,475],{},"敏感信息泄露"," (src/config.py:12)\n",[478,479,480],"ul",{},[471,481,482],{},"检测到硬编码的 API 密钥",[91,484,486],{"id":485},"警告-3","🟡 警告 (3)",[468,488,489,495,501],{},[471,490,491,494],{},[448,492,493],{},"未处理的异常"," (src/services/auth.py:78)",[471,496,497,500],{},[448,498,499],{},"潜在的性能问题"," (src/utils/parser.py:23)",[471,502,503,506],{},[448,504,505],{},"过时的 API 使用"," (src/api/legacy.py:156)",[91,508,510],{"id":509},"改进建议-5","💡 改进建议 (5)",[468,512,513,516,519],{},[471,514,515],{},"考虑使用异步 IO 提升性能",[471,517,518],{},"添加类型注解提高代码可读性",[471,520,521],{},"...",[95,523,528],{"className":524,"code":526,"language":527},[525],"language-text","\n### Git Hook 集成\n\n```bash\n# .git/hooks/pre-commit\n#!/bin/bash\n\n# 获取待提交的文件\nFILES=$(git diff --cached --name-only --diff-filter=ACM)\n\n# 调用 OpenClaw 代码审查\nopenclaw skill run code-reviewer --files \"$FILES\"\n\n# 检查审查结果\nif [ $? -ne 0 ]; then\n echo \"代码审查发现问题，请修复后再提交\"\n exit 1\nfi\n","text",[102,529,526],{"__ignoreMap":100},[17,531,58],{"id":58},[91,533,534],{"id":534},"错误分析",[95,536,538],{"className":286,"code":537,"language":288,"meta":100,"style":100},"async def analyze_error(error_log):\n \"\"\"分析错误日志\"\"\"\n prompt = f\"\"\"\n 分析以下错误日志，提供：\n\n 1. 错误类型和原因\n 2. 可能的解决方案\n 3. 预防措施\n\n 错误日志：\n ```\n {error_log}\n ```\n\n 请用中文回答，格式清晰。\n \"\"\"\n\n return await generate_response(prompt)\n",[102,539,540,545,550,555,560,564,569,574,579,583,588,593,598,602,606,611,616,620],{"__ignoreMap":100},[105,541,542],{"class":107,"line":108},[105,543,544],{},"async def analyze_error(error_log):\n",[105,546,547],{"class":107,"line":115},[105,548,549],{}," \"\"\"分析错误日志\"\"\"\n",[105,551,552],{"class":107,"line":125},[105,553,554],{}," prompt = f\"\"\"\n",[105,556,557],{"class":107,"line":133},[105,558,559],{}," 分析以下错误日志，提供：\n",[105,561,562],{"class":107,"line":148},[105,563,316],{"emptyLinePlaceholder":315},[105,565,566],{"class":107,"line":180},[105,567,568],{}," 1. 错误类型和原因\n",[105,570,571],{"class":107,"line":188},[105,572,573],{}," 2. 可能的解决方案\n",[105,575,576],{"class":107,"line":200},[105,577,578],{}," 3. 预防措施\n",[105,580,581],{"class":107,"line":212},[105,582,316],{"emptyLinePlaceholder":315},[105,584,585],{"class":107,"line":224},[105,586,587],{}," 错误日志：\n",[105,589,590],{"class":107,"line":235},[105,591,592],{}," ```\n",[105,594,595],{"class":107,"line":241},[105,596,597],{}," {error_log}\n",[105,599,600],{"class":107,"line":265},[105,601,592],{},[105,603,604],{"class":107,"line":271},[105,605,316],{"emptyLinePlaceholder":315},[105,607,608],{"class":107,"line":277},[105,609,610],{}," 请用中文回答，格式清晰。\n",[105,612,613],{"class":107,"line":367},[105,614,615],{}," \"\"\"\n",[105,617,618],{"class":107,"line":373},[105,619,316],{"emptyLinePlaceholder":315},[105,621,622],{"class":107,"line":379},[105,623,624],{}," return await generate_response(prompt)\n",[91,626,627],{"id":627},"日志解读",[95,629,631],{"className":97,"code":630,"language":99,"meta":100,"style":100},"{\n \"workflow\": {\n \"id\": \"log-analyzer\",\n \"name\": \"日志分析\",\n \"trigger\": {\n \"type\": \"webhook\",\n \"path\": \"/webhook/logs\"\n },\n \"steps\": [\n {\n \"id\": \"parse-log\",\n \"type\": \"action\",\n \"action\": \"parseLogFormat\",\n \"params\": {\n \"log\": \"{{webhook.body.log}}\"\n }\n },\n {\n \"id\": \"analyze\",\n \"type\": \"ai\",\n \"prompt\": \"分析以下日志，识别异常模式：\\n{{parse-log.result}}\"\n },\n {\n \"id\": \"alert\",\n \"type\": \"condition\",\n \"condition\": \"{{analyze.severity}} == 'error'\",\n \"true\": {\n \"action\": \"sendAlert\",\n \"params\": {\n \"channel\": \"slack\",\n \"message\": \"{{analyze.summary}}\"\n }\n }\n }\n ]\n }\n}\n",[102,632,633,637,644,656,668,675,687,697,702,710,715,727,739,751,758,768,773,777,781,792,804,821,826,831,843,855,868,876,889,897,910,921,927,932,938,944,949],{"__ignoreMap":100},[105,634,635],{"class":107,"line":108},[105,636,112],{"class":111},[105,638,639,642],{"class":107,"line":115},[105,640,641],{"class":118}," \"workflow\"",[105,643,122],{"class":111},[105,645,646,649,651,654],{"class":107,"line":125},[105,647,648],{"class":118}," \"id\"",[105,650,139],{"class":111},[105,652,653],{"class":157},"\"log-analyzer\"",[105,655,145],{"class":111},[105,657,658,661,663,666],{"class":107,"line":133},[105,659,660],{"class":118}," \"name\"",[105,662,139],{"class":111},[105,664,665],{"class":157},"\"日志分析\"",[105,667,145],{"class":111},[105,669,670,673],{"class":107,"line":148},[105,671,672],{"class":118}," \"trigger\"",[105,674,122],{"class":111},[105,676,677,680,682,685],{"class":107,"line":180},[105,678,679],{"class":118}," \"type\"",[105,681,139],{"class":111},[105,683,684],{"class":157},"\"webhook\"",[105,686,145],{"class":111},[105,688,689,692,694],{"class":107,"line":188},[105,690,691],{"class":118}," \"path\"",[105,693,139],{"class":111},[105,695,696],{"class":157},"\"/webhook/logs\"\n",[105,698,699],{"class":107,"line":200},[105,700,701],{"class":111}," },\n",[105,703,704,707],{"class":107,"line":212},[105,705,706],{"class":118}," \"steps\"",[105,708,709],{"class":111},": [\n",[105,711,712],{"class":107,"line":224},[105,713,714],{"class":111}," {\n",[105,716,717,720,722,725],{"class":107,"line":235},[105,718,719],{"class":118}," \"id\"",[105,721,139],{"class":111},[105,723,724],{"class":157},"\"parse-log\"",[105,726,145],{"class":111},[105,728,729,732,734,737],{"class":107,"line":241},[105,730,731],{"class":118}," \"type\"",[105,733,139],{"class":111},[105,735,736],{"class":157},"\"action\"",[105,738,145],{"class":111},[105,740,741,744,746,749],{"class":107,"line":265},[105,742,743],{"class":118}," \"action\"",[105,745,139],{"class":111},[105,747,748],{"class":157},"\"parseLogFormat\"",[105,750,145],{"class":111},[105,752,753,756],{"class":107,"line":271},[105,754,755],{"class":118}," \"params\"",[105,757,122],{"class":111},[105,759,760,763,765],{"class":107,"line":277},[105,761,762],{"class":118}," \"log\"",[105,764,139],{"class":111},[105,766,767],{"class":157},"\"{{webhook.body.log}}\"\n",[105,769,770],{"class":107,"line":367},[105,771,772],{"class":111}," }\n",[105,774,775],{"class":107,"line":373},[105,776,238],{"class":111},[105,778,779],{"class":107,"line":379},[105,780,714],{"class":111},[105,782,783,785,787,790],{"class":107,"line":384},[105,784,719],{"class":118},[105,786,139],{"class":111},[105,788,789],{"class":157},"\"analyze\"",[105,791,145],{"class":111},[105,793,795,797,799,802],{"class":107,"line":794},20,[105,796,731],{"class":118},[105,798,139],{"class":111},[105,800,801],{"class":157},"\"ai\"",[105,803,145],{"class":111},[105,805,807,810,812,815,818],{"class":107,"line":806},21,[105,808,809],{"class":118}," \"prompt\"",[105,811,139],{"class":111},[105,813,814],{"class":157},"\"分析以下日志，识别异常模式：",[105,816,817],{"class":118},"\\n",[105,819,820],{"class":157},"{{parse-log.result}}\"\n",[105,822,824],{"class":107,"line":823},22,[105,825,238],{"class":111},[105,827,829],{"class":107,"line":828},23,[105,830,714],{"class":111},[105,832,834,836,838,841],{"class":107,"line":833},24,[105,835,719],{"class":118},[105,837,139],{"class":111},[105,839,840],{"class":157},"\"alert\"",[105,842,145],{"class":111},[105,844,846,848,850,853],{"class":107,"line":845},25,[105,847,731],{"class":118},[105,849,139],{"class":111},[105,851,852],{"class":157},"\"condition\"",[105,854,145],{"class":111},[105,856,858,861,863,866],{"class":107,"line":857},26,[105,859,860],{"class":118}," \"condition\"",[105,862,139],{"class":111},[105,864,865],{"class":157},"\"{{analyze.severity}} == 'error'\"",[105,867,145],{"class":111},[105,869,871,874],{"class":107,"line":870},27,[105,872,873],{"class":118}," \"true\"",[105,875,122],{"class":111},[105,877,879,882,884,887],{"class":107,"line":878},28,[105,880,881],{"class":118}," \"action\"",[105,883,139],{"class":111},[105,885,886],{"class":157},"\"sendAlert\"",[105,888,145],{"class":111},[105,890,892,895],{"class":107,"line":891},29,[105,893,894],{"class":118}," \"params\"",[105,896,122],{"class":111},[105,898,900,903,905,908],{"class":107,"line":899},30,[105,901,902],{"class":118}," \"channel\"",[105,904,139],{"class":111},[105,906,907],{"class":157},"\"slack\"",[105,909,145],{"class":111},[105,911,913,916,918],{"class":107,"line":912},31,[105,914,915],{"class":118}," \"message\"",[105,917,139],{"class":111},[105,919,920],{"class":157},"\"{{analyze.summary}}\"\n",[105,922,924],{"class":107,"line":923},32,[105,925,926],{"class":111}," }\n",[105,928,930],{"class":107,"line":929},33,[105,931,772],{"class":111},[105,933,935],{"class":107,"line":934},34,[105,936,937],{"class":111}," }\n",[105,939,941],{"class":107,"line":940},35,[105,942,943],{"class":111}," ]\n",[105,945,947],{"class":107,"line":946},36,[105,948,274],{"class":111},[105,950,952],{"class":107,"line":951},37,[105,953,280],{"class":111},[91,955,956],{"id":956},"常见错误模式库",[95,958,960],{"className":97,"code":959,"language":99,"meta":100,"style":100},"{\n \"error_patterns\": {\n \"connection_timeout\": {\n \"pattern\": \"Connection timed out|ETIMEDOUT\",\n \"solution\": \"检查网络连接，增加超时时间，使用重试机制\"\n },\n \"memory_leak\": {\n \"pattern\": \"out of memory|heap allocation failed\",\n \"solution\": \"检查内存泄漏，优化数据结构，增加内存限制\"\n },\n \"auth_failed\": {\n \"pattern\": \"authentication failed|401|403\",\n \"solution\": \"检查凭证有效性，确认权限配置，刷新 token\"\n }\n }\n}\n",[102,961,962,966,973,980,992,1002,1006,1013,1024,1033,1037,1044,1055,1064,1068,1072],{"__ignoreMap":100},[105,963,964],{"class":107,"line":108},[105,965,112],{"class":111},[105,967,968,971],{"class":107,"line":115},[105,969,970],{"class":118}," \"error_patterns\"",[105,972,122],{"class":111},[105,974,975,978],{"class":107,"line":125},[105,976,977],{"class":118}," \"connection_timeout\"",[105,979,122],{"class":111},[105,981,982,985,987,990],{"class":107,"line":133},[105,983,984],{"class":118}," \"pattern\"",[105,986,139],{"class":111},[105,988,989],{"class":157},"\"Connection timed out|ETIMEDOUT\"",[105,991,145],{"class":111},[105,993,994,997,999],{"class":107,"line":148},[105,995,996],{"class":118}," \"solution\"",[105,998,139],{"class":111},[105,1000,1001],{"class":157},"\"检查网络连接，增加超时时间，使用重试机制\"\n",[105,1003,1004],{"class":107,"line":180},[105,1005,701],{"class":111},[105,1007,1008,1011],{"class":107,"line":188},[105,1009,1010],{"class":118}," \"memory_leak\"",[105,1012,122],{"class":111},[105,1014,1015,1017,1019,1022],{"class":107,"line":200},[105,1016,984],{"class":118},[105,1018,139],{"class":111},[105,1020,1021],{"class":157},"\"out of memory|heap allocation failed\"",[105,1023,145],{"class":111},[105,1025,1026,1028,1030],{"class":107,"line":212},[105,1027,996],{"class":118},[105,1029,139],{"class":111},[105,1031,1032],{"class":157},"\"检查内存泄漏，优化数据结构，增加内存限制\"\n",[105,1034,1035],{"class":107,"line":224},[105,1036,701],{"class":111},[105,1038,1039,1042],{"class":107,"line":235},[105,1040,1041],{"class":118}," \"auth_failed\"",[105,1043,122],{"class":111},[105,1045,1046,1048,1050,1053],{"class":107,"line":241},[105,1047,984],{"class":118},[105,1049,139],{"class":111},[105,1051,1052],{"class":157},"\"authentication failed|401|403\"",[105,1054,145],{"class":111},[105,1056,1057,1059,1061],{"class":107,"line":265},[105,1058,996],{"class":118},[105,1060,139],{"class":111},[105,1062,1063],{"class":157},"\"检查凭证有效性，确认权限配置，刷新 token\"\n",[105,1065,1066],{"class":107,"line":271},[105,1067,268],{"class":111},[105,1069,1070],{"class":107,"line":277},[105,1071,274],{"class":111},[105,1073,1074],{"class":107,"line":367},[105,1075,280],{"class":111},[17,1077,69],{"id":69},[91,1079,1081],{"id":1080},"api-文档自动生成","API 文档自动生成",[95,1083,1085],{"className":286,"code":1084,"language":288,"meta":100,"style":100},"async def generate_api_docs(code_path):\n \"\"\"从代码生成 API 文档\"\"\"\n # 解析代码\n endpoints = await parse_api_endpoints(code_path)\n\n docs = []\n for endpoint in endpoints:\n doc = f\"\"\"\n## {endpoint.method} {endpoint.path}\n\n{endpoint.description or '暂无描述'}\n\n### 请求参数\n\n| 参数名 | 类型 | 必填 | 描述 |\n|--------|------|------|------|\n\"\"\"\n for param in endpoint.parameters:\n doc += f\"| {param.name} | {param.type} | {'是' if param.required else '否'} | {param.description} |\\n\"\n\n doc += f\"\"\"\n### 响应示例\n\n```json\n{endpoint.response_example}\n",[102,1086,1087,1092,1097,1102,1107,1111,1116,1121,1126,1131,1135,1140,1144,1149,1153,1158,1163,1168,1173,1178,1182,1187,1192,1196,1201],{"__ignoreMap":100},[105,1088,1089],{"class":107,"line":108},[105,1090,1091],{},"async def generate_api_docs(code_path):\n",[105,1093,1094],{"class":107,"line":115},[105,1095,1096],{}," \"\"\"从代码生成 API 文档\"\"\"\n",[105,1098,1099],{"class":107,"line":125},[105,1100,1101],{}," # 解析代码\n",[105,1103,1104],{"class":107,"line":133},[105,1105,1106],{}," endpoints = await parse_api_endpoints(code_path)\n",[105,1108,1109],{"class":107,"line":148},[105,1110,316],{"emptyLinePlaceholder":315},[105,1112,1113],{"class":107,"line":180},[105,1114,1115],{}," docs = []\n",[105,1117,1118],{"class":107,"line":188},[105,1119,1120],{}," for endpoint in endpoints:\n",[105,1122,1123],{"class":107,"line":200},[105,1124,1125],{}," doc = f\"\"\"\n",[105,1127,1128],{"class":107,"line":212},[105,1129,1130],{},"## {endpoint.method} {endpoint.path}\n",[105,1132,1133],{"class":107,"line":224},[105,1134,316],{"emptyLinePlaceholder":315},[105,1136,1137],{"class":107,"line":235},[105,1138,1139],{},"{endpoint.description or '暂无描述'}\n",[105,1141,1142],{"class":107,"line":241},[105,1143,316],{"emptyLinePlaceholder":315},[105,1145,1146],{"class":107,"line":265},[105,1147,1148],{},"### 请求参数\n",[105,1150,1151],{"class":107,"line":271},[105,1152,316],{"emptyLinePlaceholder":315},[105,1154,1155],{"class":107,"line":277},[105,1156,1157],{},"| 参数名 | 类型 | 必填 | 描述 |\n",[105,1159,1160],{"class":107,"line":367},[105,1161,1162],{},"|--------|------|------|------|\n",[105,1164,1165],{"class":107,"line":373},[105,1166,1167],{},"\"\"\"\n",[105,1169,1170],{"class":107,"line":379},[105,1171,1172],{}," for param in endpoint.parameters:\n",[105,1174,1175],{"class":107,"line":384},[105,1176,1177],{}," doc += f\"| {param.name} | {param.type} | {'是' if param.required else '否'} | {param.description} |\\n\"\n",[105,1179,1180],{"class":107,"line":794},[105,1181,316],{"emptyLinePlaceholder":315},[105,1183,1184],{"class":107,"line":806},[105,1185,1186],{}," doc += f\"\"\"\n",[105,1188,1189],{"class":107,"line":823},[105,1190,1191],{},"### 响应示例\n",[105,1193,1194],{"class":107,"line":828},[105,1195,316],{"emptyLinePlaceholder":315},[105,1197,1198],{"class":107,"line":833},[105,1199,1200],{},"```json\n",[105,1202,1203],{"class":107,"line":845},[105,1204,1205],{},"{endpoint.response_example}\n",[91,1207,1208],{"id":1208},"错误码",[21,1210,1211,1219],{},[24,1212,1213],{},[27,1214,1215,1217],{},[30,1216,1208],{},[30,1218,35],{},[40,1220,1221,1229,1237,1245,1253],{},[27,1222,1223,1226],{},[45,1224,1225],{},"200",[45,1227,1228],{},"成功",[27,1230,1231,1234],{},[45,1232,1233],{},"400",[45,1235,1236],{},"参数错误",[27,1238,1239,1242],{},[45,1240,1241],{},"401",[45,1243,1244],{},"未授权",[27,1246,1247,1250],{},[45,1248,1249],{},"500",[45,1251,1252],{},"服务器错误",[27,1254,1255,1258],{},[45,1256,1257],{},"\"\"\"",[45,1259],{},[95,1261,1264],{"className":1262,"code":1263,"language":527},[525]," docs.append(doc)\n\nreturn \"\\n\\n---\\n\\n\".join(docs)\n",[102,1265,1263],{"__ignoreMap":100},[95,1267,1270],{"className":1268,"code":1269,"language":527},[525],"\n### README 生成\n\n```json\n{\n \"workflow\": {\n \"id\": \"generate-readme\",\n \"name\": \"生成 README\",\n \"trigger\": {\n \"type\": \"manual\"\n },\n \"steps\": [\n {\n \"id\": \"analyze-project\",\n \"type\": \"action\",\n \"action\": \"analyzeProject\"\n },\n {\n \"id\": \"generate\",\n \"type\": \"ai\",\n \"prompt\": \"根据以下项目信息生成 README.md：\\n\\n项目名称：{{analyze-project.name}}\\n描述：{{analyze-project.description}}\\n技术栈：{{analyze-project.tech_stack}}\\n主要功能：{{analyze-project.features}}\\n\\n要求：\\n1. 包含项目介绍、安装步骤、使用方法\\n2. 包含贡献指南和许可证\\n3. 使用中文\"\n },\n {\n \"id\": \"save\",\n \"type\": \"action\",\n \"action\": \"writeFile\",\n \"params\": {\n \"path\": \"README.md\",\n \"content\": \"{{generate.result}}\"\n }\n }\n ]\n }\n}\n",[102,1271,1269],{"__ignoreMap":100},[17,1273,1275],{"id":1274},"git-智能操作","Git 智能操作",[91,1277,1278],{"id":1278},"提交信息生成",[95,1280,1282],{"className":286,"code":1281,"language":288,"meta":100,"style":100},"async def generate_commit_message(diff):\n \"\"\"根据代码变更生成提交信息\"\"\"\n prompt = f\"\"\"\n 根据以下代码变更生成规范的 Git 提交信息：\n\n ```\n {diff}\n ```\n\n 要求：\n 1. 使用 Conventional Commits 格式\n 2. 类型包括：feat, fix, docs, style, refactor, test, chore\n 3. 标题不超过 50 字符\n 4. 如有必要，添加详细描述\n\n 示例格式：\n feat: 添加用户登录功能\n\n - 实现 JWT 认证\n - 添加登录表单验证\n - 集成第三方登录\n \"\"\"\n\n return await generate_response(prompt)\n",[102,1283,1284,1289,1294,1298,1303,1307,1311,1316,1320,1324,1329,1334,1339,1344,1349,1353,1358,1363,1367,1372,1377,1382,1386,1390],{"__ignoreMap":100},[105,1285,1286],{"class":107,"line":108},[105,1287,1288],{},"async def generate_commit_message(diff):\n",[105,1290,1291],{"class":107,"line":115},[105,1292,1293],{}," \"\"\"根据代码变更生成提交信息\"\"\"\n",[105,1295,1296],{"class":107,"line":125},[105,1297,554],{},[105,1299,1300],{"class":107,"line":133},[105,1301,1302],{}," 根据以下代码变更生成规范的 Git 提交信息：\n",[105,1304,1305],{"class":107,"line":148},[105,1306,316],{"emptyLinePlaceholder":315},[105,1308,1309],{"class":107,"line":180},[105,1310,592],{},[105,1312,1313],{"class":107,"line":188},[105,1314,1315],{}," {diff}\n",[105,1317,1318],{"class":107,"line":200},[105,1319,592],{},[105,1321,1322],{"class":107,"line":212},[105,1323,316],{"emptyLinePlaceholder":315},[105,1325,1326],{"class":107,"line":224},[105,1327,1328],{}," 要求：\n",[105,1330,1331],{"class":107,"line":235},[105,1332,1333],{}," 1. 使用 Conventional Commits 格式\n",[105,1335,1336],{"class":107,"line":241},[105,1337,1338],{}," 2. 类型包括：feat, fix, docs, style, refactor, test, chore\n",[105,1340,1341],{"class":107,"line":265},[105,1342,1343],{}," 3. 标题不超过 50 字符\n",[105,1345,1346],{"class":107,"line":271},[105,1347,1348],{}," 4. 如有必要，添加详细描述\n",[105,1350,1351],{"class":107,"line":277},[105,1352,316],{"emptyLinePlaceholder":315},[105,1354,1355],{"class":107,"line":367},[105,1356,1357],{}," 示例格式：\n",[105,1359,1360],{"class":107,"line":373},[105,1361,1362],{}," feat: 添加用户登录功能\n",[105,1364,1365],{"class":107,"line":379},[105,1366,316],{"emptyLinePlaceholder":315},[105,1368,1369],{"class":107,"line":384},[105,1370,1371],{}," - 实现 JWT 认证\n",[105,1373,1374],{"class":107,"line":794},[105,1375,1376],{}," - 添加登录表单验证\n",[105,1378,1379],{"class":107,"line":806},[105,1380,1381],{}," - 集成第三方登录\n",[105,1383,1384],{"class":107,"line":823},[105,1385,615],{},[105,1387,1388],{"class":107,"line":828},[105,1389,316],{"emptyLinePlaceholder":315},[105,1391,1392],{"class":107,"line":833},[105,1393,624],{},[91,1395,1396],{"id":1396},"分支管理",[95,1398,1400],{"className":97,"code":1399,"language":99,"meta":100,"style":100},"{\n \"branch_strategies\": {\n \"feature\": {\n \"prefix\": \"feature/\",\n \"from\": \"develop\",\n \"merge_to\": \"develop\",\n \"naming\": \"feature/{ticket-id}-{short-description}\"\n },\n \"bugfix\": {\n \"prefix\": \"bugfix/\",\n \"from\": \"develop\",\n \"merge_to\": \"develop\",\n \"naming\": \"bugfix/{ticket-id}-{short-description}\"\n },\n \"hotfix\": {\n \"prefix\": \"hotfix/\",\n \"from\": \"main\",\n \"merge_to\": [\"main\", \"develop\"],\n \"naming\": \"hotfix/{version}-{short-description}\"\n },\n \"release\": {\n \"prefix\": \"release/\",\n \"from\": \"develop\",\n \"merge_to\": \"main\",\n \"naming\": \"release/{version}\"\n }\n }\n}\n",[102,1401,1402,1406,1413,1420,1432,1444,1455,1465,1469,1476,1487,1497,1507,1516,1520,1527,1538,1549,1563,1572,1576,1583,1594,1604,1614,1623,1627,1631],{"__ignoreMap":100},[105,1403,1404],{"class":107,"line":108},[105,1405,112],{"class":111},[105,1407,1408,1411],{"class":107,"line":115},[105,1409,1410],{"class":118}," \"branch_strategies\"",[105,1412,122],{"class":111},[105,1414,1415,1418],{"class":107,"line":125},[105,1416,1417],{"class":118}," \"feature\"",[105,1419,122],{"class":111},[105,1421,1422,1425,1427,1430],{"class":107,"line":133},[105,1423,1424],{"class":118}," \"prefix\"",[105,1426,139],{"class":111},[105,1428,1429],{"class":157},"\"feature/\"",[105,1431,145],{"class":111},[105,1433,1434,1437,1439,1442],{"class":107,"line":148},[105,1435,1436],{"class":118}," \"from\"",[105,1438,139],{"class":111},[105,1440,1441],{"class":157},"\"develop\"",[105,1443,145],{"class":111},[105,1445,1446,1449,1451,1453],{"class":107,"line":180},[105,1447,1448],{"class":118}," \"merge_to\"",[105,1450,139],{"class":111},[105,1452,1441],{"class":157},[105,1454,145],{"class":111},[105,1456,1457,1460,1462],{"class":107,"line":188},[105,1458,1459],{"class":118}," \"naming\"",[105,1461,139],{"class":111},[105,1463,1464],{"class":157},"\"feature/{ticket-id}-{short-description}\"\n",[105,1466,1467],{"class":107,"line":200},[105,1468,701],{"class":111},[105,1470,1471,1474],{"class":107,"line":212},[105,1472,1473],{"class":118}," \"bugfix\"",[105,1475,122],{"class":111},[105,1477,1478,1480,1482,1485],{"class":107,"line":224},[105,1479,1424],{"class":118},[105,1481,139],{"class":111},[105,1483,1484],{"class":157},"\"bugfix/\"",[105,1486,145],{"class":111},[105,1488,1489,1491,1493,1495],{"class":107,"line":235},[105,1490,1436],{"class":118},[105,1492,139],{"class":111},[105,1494,1441],{"class":157},[105,1496,145],{"class":111},[105,1498,1499,1501,1503,1505],{"class":107,"line":241},[105,1500,1448],{"class":118},[105,1502,139],{"class":111},[105,1504,1441],{"class":157},[105,1506,145],{"class":111},[105,1508,1509,1511,1513],{"class":107,"line":265},[105,1510,1459],{"class":118},[105,1512,139],{"class":111},[105,1514,1515],{"class":157},"\"bugfix/{ticket-id}-{short-description}\"\n",[105,1517,1518],{"class":107,"line":271},[105,1519,701],{"class":111},[105,1521,1522,1525],{"class":107,"line":277},[105,1523,1524],{"class":118}," \"hotfix\"",[105,1526,122],{"class":111},[105,1528,1529,1531,1533,1536],{"class":107,"line":367},[105,1530,1424],{"class":118},[105,1532,139],{"class":111},[105,1534,1535],{"class":157},"\"hotfix/\"",[105,1537,145],{"class":111},[105,1539,1540,1542,1544,1547],{"class":107,"line":373},[105,1541,1436],{"class":118},[105,1543,139],{"class":111},[105,1545,1546],{"class":157},"\"main\"",[105,1548,145],{"class":111},[105,1550,1551,1553,1555,1557,1559,1561],{"class":107,"line":379},[105,1552,1448],{"class":118},[105,1554,154],{"class":111},[105,1556,1546],{"class":157},[105,1558,161],{"class":111},[105,1560,1441],{"class":157},[105,1562,177],{"class":111},[105,1564,1565,1567,1569],{"class":107,"line":384},[105,1566,1459],{"class":118},[105,1568,139],{"class":111},[105,1570,1571],{"class":157},"\"hotfix/{version}-{short-description}\"\n",[105,1573,1574],{"class":107,"line":794},[105,1575,701],{"class":111},[105,1577,1578,1581],{"class":107,"line":806},[105,1579,1580],{"class":118}," \"release\"",[105,1582,122],{"class":111},[105,1584,1585,1587,1589,1592],{"class":107,"line":823},[105,1586,1424],{"class":118},[105,1588,139],{"class":111},[105,1590,1591],{"class":157},"\"release/\"",[105,1593,145],{"class":111},[105,1595,1596,1598,1600,1602],{"class":107,"line":828},[105,1597,1436],{"class":118},[105,1599,139],{"class":111},[105,1601,1441],{"class":157},[105,1603,145],{"class":111},[105,1605,1606,1608,1610,1612],{"class":107,"line":833},[105,1607,1448],{"class":118},[105,1609,139],{"class":111},[105,1611,1546],{"class":157},[105,1613,145],{"class":111},[105,1615,1616,1618,1620],{"class":107,"line":845},[105,1617,1459],{"class":118},[105,1619,139],{"class":111},[105,1621,1622],{"class":157},"\"release/{version}\"\n",[105,1624,1625],{"class":107,"line":857},[105,1626,268],{"class":111},[105,1628,1629],{"class":107,"line":870},[105,1630,274],{"class":111},[105,1632,1633],{"class":107,"line":878},[105,1634,280],{"class":111},[91,1636,1638],{"id":1637},"自动化-pr-描述","自动化 PR 描述",[95,1640,1642],{"className":286,"code":1641,"language":288,"meta":100,"style":100},"async def generate_pr_description(branch, base_branch):\n \"\"\"生成 PR 描述\"\"\"\n # 获取变更\n diff = await get_branch_diff(branch, base_branch)\n commits = await get_branch_commits(branch, base_branch)\n\n # 分析变更\n changes = await analyze_changes(diff)\n\n description = f\"\"\"\n## 变更概述\n\n{changes.summary}\n\n## 变更类型\n\n- [ ] 新功能 (feat)\n- [ ] Bug 修复 (fix)\n- [ ] 文档更新 (docs)\n- [ ] 代码重构 (refactor)\n- [ ] 其他: ________\n\n## 变更详情\n\n{changes.details}\n\n## 测试情况\n\n- [ ] 已添加单元测试\n- [ ] 已进行集成测试\n- [ ] 已手动测试\n\n## 检查清单\n\n- [ ] 代码符合项目规范\n- [ ] 已更新相关文档\n- [ ] 无明显性能问题\n- [ ] 已自测通过\n\n## 相关 Issue\n\nCloses #{issue_number}\n\"\"\"\n\n return description\n",[102,1643,1644,1649,1654,1659,1664,1669,1673,1678,1683,1687,1692,1697,1701,1706,1710,1715,1719,1724,1729,1734,1739,1744,1748,1753,1757,1762,1766,1771,1775,1780,1785,1790,1794,1799,1803,1808,1813,1818,1824,1829,1835,1840,1846,1851,1856],{"__ignoreMap":100},[105,1645,1646],{"class":107,"line":108},[105,1647,1648],{},"async def generate_pr_description(branch, base_branch):\n",[105,1650,1651],{"class":107,"line":115},[105,1652,1653],{}," \"\"\"生成 PR 描述\"\"\"\n",[105,1655,1656],{"class":107,"line":125},[105,1657,1658],{}," # 获取变更\n",[105,1660,1661],{"class":107,"line":133},[105,1662,1663],{}," diff = await get_branch_diff(branch, base_branch)\n",[105,1665,1666],{"class":107,"line":148},[105,1667,1668],{}," commits = await get_branch_commits(branch, base_branch)\n",[105,1670,1671],{"class":107,"line":180},[105,1672,316],{"emptyLinePlaceholder":315},[105,1674,1675],{"class":107,"line":188},[105,1676,1677],{}," # 分析变更\n",[105,1679,1680],{"class":107,"line":200},[105,1681,1682],{}," changes = await analyze_changes(diff)\n",[105,1684,1685],{"class":107,"line":212},[105,1686,316],{"emptyLinePlaceholder":315},[105,1688,1689],{"class":107,"line":224},[105,1690,1691],{}," description = f\"\"\"\n",[105,1693,1694],{"class":107,"line":235},[105,1695,1696],{},"## 变更概述\n",[105,1698,1699],{"class":107,"line":241},[105,1700,316],{"emptyLinePlaceholder":315},[105,1702,1703],{"class":107,"line":265},[105,1704,1705],{},"{changes.summary}\n",[105,1707,1708],{"class":107,"line":271},[105,1709,316],{"emptyLinePlaceholder":315},[105,1711,1712],{"class":107,"line":277},[105,1713,1714],{},"## 变更类型\n",[105,1716,1717],{"class":107,"line":367},[105,1718,316],{"emptyLinePlaceholder":315},[105,1720,1721],{"class":107,"line":373},[105,1722,1723],{},"- [ ] 新功能 (feat)\n",[105,1725,1726],{"class":107,"line":379},[105,1727,1728],{},"- [ ] Bug 修复 (fix)\n",[105,1730,1731],{"class":107,"line":384},[105,1732,1733],{},"- [ ] 文档更新 (docs)\n",[105,1735,1736],{"class":107,"line":794},[105,1737,1738],{},"- [ ] 代码重构 (refactor)\n",[105,1740,1741],{"class":107,"line":806},[105,1742,1743],{},"- [ ] 其他: ________\n",[105,1745,1746],{"class":107,"line":823},[105,1747,316],{"emptyLinePlaceholder":315},[105,1749,1750],{"class":107,"line":828},[105,1751,1752],{},"## 变更详情\n",[105,1754,1755],{"class":107,"line":833},[105,1756,316],{"emptyLinePlaceholder":315},[105,1758,1759],{"class":107,"line":845},[105,1760,1761],{},"{changes.details}\n",[105,1763,1764],{"class":107,"line":857},[105,1765,316],{"emptyLinePlaceholder":315},[105,1767,1768],{"class":107,"line":870},[105,1769,1770],{},"## 测试情况\n",[105,1772,1773],{"class":107,"line":878},[105,1774,316],{"emptyLinePlaceholder":315},[105,1776,1777],{"class":107,"line":891},[105,1778,1779],{},"- [ ] 已添加单元测试\n",[105,1781,1782],{"class":107,"line":899},[105,1783,1784],{},"- [ ] 已进行集成测试\n",[105,1786,1787],{"class":107,"line":912},[105,1788,1789],{},"- [ ] 已手动测试\n",[105,1791,1792],{"class":107,"line":923},[105,1793,316],{"emptyLinePlaceholder":315},[105,1795,1796],{"class":107,"line":929},[105,1797,1798],{},"## 检查清单\n",[105,1800,1801],{"class":107,"line":934},[105,1802,316],{"emptyLinePlaceholder":315},[105,1804,1805],{"class":107,"line":940},[105,1806,1807],{},"- [ ] 代码符合项目规范\n",[105,1809,1810],{"class":107,"line":946},[105,1811,1812],{},"- [ ] 已更新相关文档\n",[105,1814,1815],{"class":107,"line":951},[105,1816,1817],{},"- [ ] 无明显性能问题\n",[105,1819,1821],{"class":107,"line":1820},38,[105,1822,1823],{},"- [ ] 已自测通过\n",[105,1825,1827],{"class":107,"line":1826},39,[105,1828,316],{"emptyLinePlaceholder":315},[105,1830,1832],{"class":107,"line":1831},40,[105,1833,1834],{},"## 相关 Issue\n",[105,1836,1838],{"class":107,"line":1837},41,[105,1839,316],{"emptyLinePlaceholder":315},[105,1841,1843],{"class":107,"line":1842},42,[105,1844,1845],{},"Closes #{issue_number}\n",[105,1847,1849],{"class":107,"line":1848},43,[105,1850,1167],{},[105,1852,1854],{"class":107,"line":1853},44,[105,1855,316],{"emptyLinePlaceholder":315},[105,1857,1859],{"class":107,"line":1858},45,[105,1860,1861],{}," return description\n",[17,1863,1865],{"id":1864},"cicd-集成","CI/CD 集成",[91,1867,1869],{"id":1868},"github-actions","GitHub Actions",[95,1871,1875],{"className":1872,"code":1873,"language":1874,"meta":100,"style":100},"language-yaml shiki shiki-themes github-light github-dark","# .github/workflows/code-review.yml\nname: AI Code Review\n\non:\n pull_request:\n types: [opened, synchronize]\n\njobs:\n review:\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v4\n\n - name: Setup OpenClaw\n run: |\n curl -fsSL https://openclaw.ai/install.sh | bash\n openclaw onboard --non-interactive\n\n - name: Run Code Review\n env:\n OPENCLAW_API_KEY: ${{ secrets.OPENCLAW_API_KEY }}\n run: |\n openclaw skill run code-reviewer \\\n --diff \"$(git diff origin/main...HEAD)\" \\\n --output review.md\n\n - name: Comment PR\n uses: actions/github-script@v7\n with:\n script: |\n const fs = require('fs');\n const review = fs.readFileSync('review.md', 'utf8');\n await github.rest.issues.createComment({\n owner: context.repo.owner,\n repo: context.repo.repo,\n issue_number: context.issue.number,\n body: review\n });\n","yaml",[102,1876,1877,1883,1894,1898,1906,1913,1930,1934,1941,1948,1958,1965,1978,1982,1993,2004,2009,2014,2018,2029,2036,2046,2054,2059,2064,2069,2073,2084,2094,2101,2110,2115,2120,2125,2130,2135,2140,2145],{"__ignoreMap":100},[105,1878,1879],{"class":107,"line":108},[105,1880,1882],{"class":1881},"sJ8bj","# .github/workflows/code-review.yml\n",[105,1884,1885,1889,1891],{"class":107,"line":115},[105,1886,1888],{"class":1887},"s9eBZ","name",[105,1890,139],{"class":111},[105,1892,1893],{"class":157},"AI Code Review\n",[105,1895,1896],{"class":107,"line":125},[105,1897,316],{"emptyLinePlaceholder":315},[105,1899,1900,1903],{"class":107,"line":133},[105,1901,1902],{"class":118},"on",[105,1904,1905],{"class":111},":\n",[105,1907,1908,1911],{"class":107,"line":148},[105,1909,1910],{"class":1887}," pull_request",[105,1912,1905],{"class":111},[105,1914,1915,1918,1920,1923,1925,1928],{"class":107,"line":180},[105,1916,1917],{"class":1887}," types",[105,1919,154],{"class":111},[105,1921,1922],{"class":157},"opened",[105,1924,161],{"class":111},[105,1926,1927],{"class":157},"synchronize",[105,1929,262],{"class":111},[105,1931,1932],{"class":107,"line":188},[105,1933,316],{"emptyLinePlaceholder":315},[105,1935,1936,1939],{"class":107,"line":200},[105,1937,1938],{"class":1887},"jobs",[105,1940,1905],{"class":111},[105,1942,1943,1946],{"class":107,"line":212},[105,1944,1945],{"class":1887}," review",[105,1947,1905],{"class":111},[105,1949,1950,1953,1955],{"class":107,"line":224},[105,1951,1952],{"class":1887}," runs-on",[105,1954,139],{"class":111},[105,1956,1957],{"class":157},"ubuntu-latest\n",[105,1959,1960,1963],{"class":107,"line":235},[105,1961,1962],{"class":1887}," steps",[105,1964,1905],{"class":111},[105,1966,1967,1970,1973,1975],{"class":107,"line":241},[105,1968,1969],{"class":111}," - ",[105,1971,1972],{"class":1887},"uses",[105,1974,139],{"class":111},[105,1976,1977],{"class":157},"actions/checkout@v4\n",[105,1979,1980],{"class":107,"line":265},[105,1981,316],{"emptyLinePlaceholder":315},[105,1983,1984,1986,1988,1990],{"class":107,"line":271},[105,1985,1969],{"class":111},[105,1987,1888],{"class":1887},[105,1989,139],{"class":111},[105,1991,1992],{"class":157},"Setup OpenClaw\n",[105,1994,1995,1998,2000],{"class":107,"line":277},[105,1996,1997],{"class":1887}," run",[105,1999,139],{"class":111},[105,2001,2003],{"class":2002},"szBVR","|\n",[105,2005,2006],{"class":107,"line":367},[105,2007,2008],{"class":157}," curl -fsSL https://openclaw.ai/install.sh | bash\n",[105,2010,2011],{"class":107,"line":373},[105,2012,2013],{"class":157}," openclaw onboard --non-interactive\n",[105,2015,2016],{"class":107,"line":379},[105,2017,316],{"emptyLinePlaceholder":315},[105,2019,2020,2022,2024,2026],{"class":107,"line":384},[105,2021,1969],{"class":111},[105,2023,1888],{"class":1887},[105,2025,139],{"class":111},[105,2027,2028],{"class":157},"Run Code Review\n",[105,2030,2031,2034],{"class":107,"line":794},[105,2032,2033],{"class":1887}," env",[105,2035,1905],{"class":111},[105,2037,2038,2041,2043],{"class":107,"line":806},[105,2039,2040],{"class":1887}," OPENCLAW_API_KEY",[105,2042,139],{"class":111},[105,2044,2045],{"class":157},"${{ secrets.OPENCLAW_API_KEY }}\n",[105,2047,2048,2050,2052],{"class":107,"line":823},[105,2049,1997],{"class":1887},[105,2051,139],{"class":111},[105,2053,2003],{"class":2002},[105,2055,2056],{"class":107,"line":828},[105,2057,2058],{"class":157}," openclaw skill run code-reviewer \\\n",[105,2060,2061],{"class":107,"line":833},[105,2062,2063],{"class":157}," --diff \"$(git diff origin/main...HEAD)\" \\\n",[105,2065,2066],{"class":107,"line":845},[105,2067,2068],{"class":157}," --output review.md\n",[105,2070,2071],{"class":107,"line":857},[105,2072,316],{"emptyLinePlaceholder":315},[105,2074,2075,2077,2079,2081],{"class":107,"line":870},[105,2076,1969],{"class":111},[105,2078,1888],{"class":1887},[105,2080,139],{"class":111},[105,2082,2083],{"class":157},"Comment PR\n",[105,2085,2086,2089,2091],{"class":107,"line":878},[105,2087,2088],{"class":1887}," uses",[105,2090,139],{"class":111},[105,2092,2093],{"class":157},"actions/github-script@v7\n",[105,2095,2096,2099],{"class":107,"line":891},[105,2097,2098],{"class":1887}," with",[105,2100,1905],{"class":111},[105,2102,2103,2106,2108],{"class":107,"line":899},[105,2104,2105],{"class":1887}," script",[105,2107,139],{"class":111},[105,2109,2003],{"class":2002},[105,2111,2112],{"class":107,"line":912},[105,2113,2114],{"class":157}," const fs = require('fs');\n",[105,2116,2117],{"class":107,"line":923},[105,2118,2119],{"class":157}," const review = fs.readFileSync('review.md', 'utf8');\n",[105,2121,2122],{"class":107,"line":929},[105,2123,2124],{"class":157}," await github.rest.issues.createComment({\n",[105,2126,2127],{"class":107,"line":934},[105,2128,2129],{"class":157}," owner: context.repo.owner,\n",[105,2131,2132],{"class":107,"line":940},[105,2133,2134],{"class":157}," repo: context.repo.repo,\n",[105,2136,2137],{"class":107,"line":946},[105,2138,2139],{"class":157}," issue_number: context.issue.number,\n",[105,2141,2142],{"class":107,"line":951},[105,2143,2144],{"class":157}," body: review\n",[105,2146,2147],{"class":107,"line":1820},[105,2148,2149],{"class":157}," });\n",[17,2151,2152],{"id":2152},"最佳实践",[91,2154,47],{"id":47},[468,2156,2157,2163,2169],{},[471,2158,2159,2162],{},[448,2160,2161],{},"增量审查"," - 只审查变更部分，提高效率",[471,2164,2165,2168],{},[448,2166,2167],{},"分级处理"," - 严重问题阻断提交，警告仅提示",[471,2170,2171,2174],{},[448,2172,2173],{},"持续优化"," - 根据团队反馈调整规则",[91,2176,69],{"id":2177},"文档生成-1",[468,2179,2180,2186,2192],{},[471,2181,2182,2185],{},[448,2183,2184],{},"保持同步"," - 代码变更时自动更新文档",[471,2187,2188,2191],{},[448,2189,2190],{},"模板化"," - 使用统一的文档模板",[471,2193,2194,2197],{},[448,2195,2196],{},"版本控制"," - 文档与代码一起管理",[91,2199,80],{"id":2200},"git-操作",[468,2202,2203,2209,2215],{},[471,2204,2205,2208],{},[448,2206,2207],{},"规范提交"," - 使用 Conventional Commits",[471,2210,2211,2214],{},[448,2212,2213],{},"原子提交"," - 每次提交只做一件事",[471,2216,2217,2220],{},[448,2218,2219],{},"有意义的信息"," - 描述\"为什么\"而不是\"做了什么\"",[17,2222,2223],{"id":2223},"常见问题",[91,2225,2226],{"id":2226},"代码审查误报",[13,2228,2229],{},"调整规则配置，添加白名单：",[95,2231,2233],{"className":97,"code":2232,"language":99,"meta":100,"style":100},"{\n \"code-reviewer\": {\n \"ignore_patterns\": [\n \"**/*.test.ts\",\n \"**/migrations/**\"\n ],\n \"suppress_rules\": [\"no-console\", \"any-type\"]\n }\n}\n",[102,2234,2235,2239,2246,2253,2260,2265,2270,2287,2291],{"__ignoreMap":100},[105,2236,2237],{"class":107,"line":108},[105,2238,112],{"class":111},[105,2240,2241,2244],{"class":107,"line":115},[105,2242,2243],{"class":118}," \"code-reviewer\"",[105,2245,122],{"class":111},[105,2247,2248,2251],{"class":107,"line":125},[105,2249,2250],{"class":118}," \"ignore_patterns\"",[105,2252,709],{"class":111},[105,2254,2255,2258],{"class":107,"line":133},[105,2256,2257],{"class":157}," \"**/*.test.ts\"",[105,2259,145],{"class":111},[105,2261,2262],{"class":107,"line":148},[105,2263,2264],{"class":157}," \"**/migrations/**\"\n",[105,2266,2267],{"class":107,"line":180},[105,2268,2269],{"class":111}," ],\n",[105,2271,2272,2275,2277,2280,2282,2285],{"class":107,"line":188},[105,2273,2274],{"class":118}," \"suppress_rules\"",[105,2276,154],{"class":111},[105,2278,2279],{"class":157},"\"no-console\"",[105,2281,161],{"class":111},[105,2283,2284],{"class":157},"\"any-type\"",[105,2286,262],{"class":111},[105,2288,2289],{"class":107,"line":200},[105,2290,274],{"class":111},[105,2292,2293],{"class":107,"line":212},[105,2294,280],{"class":111},[91,2296,2297],{"id":2297},"文档生成不准确",[13,2299,2300],{},"提供更多上下文：",[95,2302,2304],{"className":97,"code":2303,"language":99,"meta":100,"style":100},"{\n \"doc-generator\": {\n \"context\": {\n \"project_name\": \"My Project\",\n \"base_url\": \"/api/v1\",\n \"auth_type\": \"bearer\"\n }\n 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与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[2777,2590,3118,2848,2604],{"title":3965,"description":3966,"path":3967,"category":3886,"date":3078,"updatedAt":3078,"sourceType":2561,"source":3900,"tags":3968},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[2590,3969,3402,2797,2777],"bootstrap",{"title":3971,"description":3972,"path":3973,"category":3886,"date":2644,"updatedAt":2644,"sourceType":2561,"source":3900,"tags":3974},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[2590,2659,2798,3402,2698,3975],"web",{"title":3977,"description":3978,"path":3979,"category":3679,"date":2527,"updatedAt":2527,"sourceType":2506,"source":3980,"tags":3981},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[2542,2546,2769,3615],{"title":3983,"description":3984,"path":3985,"category":3886,"date":2713,"updatedAt":2713,"sourceType":2561,"source":3986,"tags":3987},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 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在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[2552,3617,2581,3615],{"title":4018,"description":4019,"path":4020,"category":3679,"date":2602,"updatedAt":2602,"sourceType":2561,"source":4021,"tags":4022},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[2546,2752,2636,2638,2770],{"title":4024,"description":4025,"path":4026,"category":3886,"date":2713,"updatedAt":2713,"sourceType":2561,"source":4027,"tags":4028},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[2808,2652,2689,2797,2959],{"title":4171,"description":4172,"path":4173,"category":3886,"date":2723,"updatedAt":2723,"sourceType":2561,"source":4174,"tags":4175},"OpenClaw 的 provider 故障恢复正在变成一条更清楚的梯子","官方最近围绕 Model Failover、Gateway Troubleshooting、LiteLLM 和 Cloudflare AI Gateway 的文档更新，正在把模型故障从“直接换模型”收敛成更清楚的几层：能力条件、profile 轮转、统一网关和跨模型 fallback。","/news/openclaw-provider-recovery-ladder-watch-2026-03-29","https://docs.openclaw.ai/concepts/model-failover",[2808,3322,2652,2531,2553],{"title":4177,"description":4178,"path":4179,"category":3679,"date":2602,"updatedAt":2602,"sourceType":2561,"source":3880,"tags":4180},"OpenClaw 发布观察：2026.3.13 恢复型 Release 暴露出版本跟踪里最容易忽略的三层差异","基于 2026 年 3 月 21 日可见的 GitHub Releases 页面，整理 OpenClaw 2026.3.13 恢复型 Release 的关键信号，以及中文站在跟踪版本时最该注意的 npm 版本、Git tag 和 GitHub Release 名称差异。","/news/openclaw-release-watch-2026-03-21",[3235,3236,3238,3237],{"title":4182,"description":4183,"path":4184,"category":3886,"date":2695,"updatedAt":2695,"sourceType":2561,"source":3900,"tags":4185},"OpenClaw 的远程管理员面边界越来越清楚","官方最近围绕 Dashboard、Pairing、Gateway-owned pairing 与 nodes 的文档更新，正在把远程协作、浏览器入口和设备接入的边界拆得更清楚。","/news/openclaw-remote-admin-watch-2026-03-22",[2590,2848,2689,2604,3140],{"title":4187,"description":4188,"path":4189,"category":3886,"date":2713,"updatedAt":2713,"sourceType":2561,"source":4190,"tags":4191},"OpenClaw 的 routing precedence 正在成为更明确的排障坐标系","官方最近围绕 Channel Routing 的写法，正在把 peer、thread inheritance、guild、team、account 和 channel 等命中层级固定下来，让路由排障越来越像查规则，而不是猜模型。","/news/openclaw-routing-precedence-watch-2026-03-25","https://docs.openclaw.ai/channels/channel-routing",[2698,2697,4192,2533,2699],"threads",{"title":4194,"description":4195,"path":4196,"category":3886,"date":2713,"updatedAt":2713,"sourceType":2561,"source":4197,"tags":4198},"OpenClaw Secret 观察：active 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在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[4061,2506,2744,2546,2512],{"title":4251,"description":4252,"path":4253,"category":3886,"date":2723,"updatedAt":2723,"sourceType":2561,"source":4242,"tags":4254},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[3276,3426,2715,2698,2554],{"title":4256,"description":4257,"path":4258,"category":3886,"date":3567,"updatedAt":3567,"sourceType":2561,"source":4259,"tags":4260},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[3569,2808,3595,3596,4261],"compatibility",{"title":4263,"description":4264,"path":4265,"category":3886,"date":2644,"updatedAt":2644,"sourceType":2561,"source":3919,"tags":4266},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[3296,2554,2604,2531,2797],{"title":4268,"description":4269,"path":4270,"category":3886,"date":3078,"updatedAt":3078,"sourceType":2561,"source":4034,"tags":4271},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 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