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- Created LICENSE.txt for JavaScript assets including NProgress and React libraries. - Added runtime JavaScript file for main functionality. - Introduced new favicon and logo SVG assets for branding. - Added comprehensive FAQ section in Chinese, covering CCW features, installation, workflows, AI model support, and troubleshooting.
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<title data-rh="true">层级 3: 标准工作流 | CCW Help Documentation</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="http://localhost:3001/docs/zh/workflows/level-3-standard"><meta data-rh="true" property="og:locale" content="zh_CN"><meta data-rh="true" property="og:locale:alternate" content="en"><meta data-rh="true" name="docusaurus_locale" content="zh"><meta data-rh="true" name="docsearch:language" content="zh"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="层级 3: 标准工作流 | CCW Help Documentation"><meta data-rh="true" name="description" content="标准规划工作流 - 完整规划和 TDD 开发"><meta data-rh="true" property="og:description" content="标准规划工作流 - 完整规划和 TDD 开发"><link data-rh="true" rel="icon" href="/docs/zh/img/favicon.svg"><link data-rh="true" rel="canonical" href="http://localhost:3001/docs/zh/workflows/level-3-standard"><link data-rh="true" rel="alternate" href="http://localhost:3001/docs/workflows/level-3-standard" hreflang="en"><link data-rh="true" rel="alternate" href="http://localhost:3001/docs/zh/workflows/level-3-standard" hreflang="zh-CN"><link data-rh="true" rel="alternate" href="http://localhost:3001/docs/workflows/level-3-standard" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"级别 3：标准","item":"http://localhost:3001/docs/zh/workflows/level-3-standard"}]}</script><link rel="stylesheet" href="/docs/zh/assets/css/styles.b656bddd.css">
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href="/docs/zh/workflows/introduction"><span title="工作流" class="categoryLinkLabel_Oe72">工作流</span></a></div><ul class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/workflows/introduction"><span title="介绍" class="linkLabel_PuAu">介绍</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/workflows/level-1-ultra-lightweight"><span title="级别 1：超轻量" class="linkLabel_PuAu">级别 1：超轻量</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/workflows/level-2-rapid"><span title="级别 2：快速" class="linkLabel_PuAu">级别 2：快速</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/docs/zh/workflows/level-3-standard"><span title="级别 3：标准" class="linkLabel_PuAu">级别 3：标准</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/workflows/level-4-brainstorm"><span title="级别 4：头脑风暴" class="linkLabel_PuAu">级别 4：头脑风暴</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/workflows/level-5-intelligent"><span title="级别 5：智能" class="linkLabel_PuAu">级别 5：智能</span></a></li></ul></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menu__list-item"><a class="menu__link" href="/docs/zh/faq"><span title="常见问题" class="linkLabel_PuAu">常见问题</span></a></li></ul></nav></div></div></aside><main class="docMainContainer_namt"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_YAwJ"><div class="docItemContainer_Rv5Z"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_zCmv" aria-label="页面路径"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="主页面" class="breadcrumbs__link" href="/docs/zh/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_JFrk"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">工作流</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">级别 3：标准</span></li></ul></nav><div class="tocCollapsible_O_Qc theme-doc-toc-mobile tocMobile_tjDr"><button type="button" class="clean-btn tocCollapsibleButton_htYj">本页总览</button></div><div class="theme-doc-markdown markdown"><header><h1>层级 3: 标准工作流</h1></header>
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<p><strong>复杂度</strong>: 中-高 | <strong>产物</strong>: 持久化会话文件 | <strong>状态</strong>: 完全会话管理</p>
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<p>层级 3 工作流提供完整规划并支持持久化会话管理。专为需要可追溯性、验证和结构化执行的多模块变更而设计。</p>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="概述">概述<a href="#概述" class="hash-link" aria-label="概述的直接链接" title="概述的直接链接" translate="no"></a></h2>
|
||
<!-- -->
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="包含的工作流">包含的工作流<a href="#包含的工作流" class="hash-link" aria-label="包含的工作流的直接链接" title="包含的工作流的直接链接" translate="no"></a></h2>
|
||
<table><thead><tr><th>工作流</th><th>用途</th><th>阶段数</th><th>产物位置</th></tr></thead><tbody><tr><td><code>plan</code></td><td>复杂功能开发</td><td>5 阶段</td><td><code>.workflow/active/{session}/</code></td></tr><tr><td><code>tdd-plan</code></td><td>测试驱动开发</td><td>6 阶段</td><td><code>.workflow/active/{session}/</code></td></tr><tr><td><code>test-fix-gen</code></td><td>测试修复 生成</td><td>5 阶段</td><td><code>.workflow/active/WFS-test-{session}/</code></td></tr></tbody></table>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="共同特性">共同特性<a href="#共同特性" class="hash-link" aria-label="共同特性的直接链接" title="共同特性的直接链接" translate="no"></a></h3>
|
||
<table><thead><tr><th>属性</th><th>值</th></tr></thead><tbody><tr><td><strong>复杂度</strong></td><td>中-高</td></tr><tr><td><strong>产物</strong></td><td>持久化文件 (<code>.workflow/active/{session}/</code>)</td></tr><tr><td><strong>状态</strong></td><td>完全会话管理</td></tr><tr><td><strong>验证</strong></td><td>内置验证步骤</td></tr><tr><td><strong>执行</strong></td><td><code>/workflow:execute</code></td></tr><tr><td><strong>适用场景</strong></td><td>多模块、可追溯任务</td></tr></tbody></table>
|
||
<hr>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="工作流-1-plan---verify---execute">工作流 1: plan -> verify -> execute<a href="#工作流-1-plan---verify---execute" class="hash-link" aria-label="工作流 1: plan -> verify -> execute的直接链接" title="工作流 1: plan -> verify -> execute的直接链接" translate="no"></a></h2>
|
||
<p><strong>5 阶段完整规划工作流</strong></p>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="命令">命令<a href="#命令" class="hash-link" aria-label="命令的直接链接" title="命令的直接链接" translate="no"></a></h3>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:plan </span><span class="token string" style="color:rgb(195, 232, 141)">"实现 OAuth2 认证系统"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:plan-verify </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 验证计划（推荐）</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:execute</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:review </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># (可选) 代码审查</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程图">流程图<a href="#流程图" class="hash-link" aria-label="流程图的直接链接" title="流程图的直接链接" translate="no"></a></h3>
|
||
<!-- -->
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程阶段">流程阶段<a href="#流程阶段" class="hash-link" aria-label="流程阶段的直接链接" title="流程阶段的直接链接" translate="no"></a></h3>
|
||
<p><strong>阶段 1: 会话发现</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:session:start </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--auto</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"实现 OAuth2 认证系统"</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">创建或发现工作流会话</li>
|
||
<li class="">返回: <code>sessionId</code></li>
|
||
</ul>
|
||
<p><strong>阶段 2: 上下文收集</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:context-gather</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">分析代码库结构</li>
|
||
<li class="">识别技术栈和模式</li>
|
||
<li class="">返回: <code>context-package.json</code> + <code>conflict_risk</code></li>
|
||
</ul>
|
||
<p><strong>阶段 3: 冲突解决</strong>（条件触发）</p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 仅当 conflict_risk >= medium 时</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:conflict-resolution</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">检测潜在冲突</li>
|
||
<li class="">解决依赖问题</li>
|
||
<li class="">确保清晰的执行路径</li>
|
||
</ul>
|
||
<p><strong>阶段 4: 任务生成</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:task-generate-agent</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">生 成结构化任务</li>
|
||
<li class="">创建依赖图</li>
|
||
<li class="">返回: <code>IMPL_PLAN.md</code> + <code>IMPL-*.json</code> + <code>TODO_LIST.md</code></li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="产物">产物<a href="#产物" class="hash-link" aria-label="产物的直接链接" title="产物的直接链接" translate="no"></a></h3>
|
||
<p><strong>位置</strong>: <code>.workflow/active/{WFS-session}/</code></p>
|
||
<div class="language-text codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-text codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">.workflow/active/WFS-oauth2-auth-2025-02-03/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── workflow-session.json # 会话元数据</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── IMPL_PLAN.md # 实现计划</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── TODO_LIST.md # 进度跟踪</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── .task/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── IMPL-001.json # 主任务</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── IMPL-002.json</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ └── ...</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">└── .process/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> ├── context-package.json # 项目上下文</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> ├── conflict-resolution.json # 冲突分析</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> └── planning-notes.md</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="适用场景">适用场景<a href="#适用场景" class="hash-link" aria-label="适用场景的直接链接" title="适用场景的直接链接" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">多模块变更</li>
|
||
<li class="">代码重构</li>
|
||
<li class="">需要依赖分析</li>
|
||
</ul>
|
||
<hr>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="工作流-2-tdd-plan---execute---tdd-verify">工作流 2: tdd-plan -> execute -> tdd-verify<a href="#工作流-2-tdd-plan---execute---tdd-verify" class="hash-link" aria-label="工作流 2: tdd-plan -> execute -> tdd-verify的直接链接" title="工作流 2: tdd-plan -> execute -> tdd-verify的直接链接" translate="no"></a></h2>
|
||
<p><strong>6 阶段测试驱动开发工作流</strong></p>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="命令-1">命令<a href="#命令-1" class="hash-link" aria-label="命令的直接链接" title="命令的直接链接" translate="no"></a></h3>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tdd-plan </span><span class="token string" style="color:rgb(195, 232, 141)">"使用 TDD 实现用户注册"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:execute </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 遵循 Red-Green-Refactor</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tdd-verify </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 验证 TDD 合规性</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程图-1">流程图<a href="#流程图-1" class="hash-link" aria-label="流程图的直接链接" title="流程图的直接链接" translate="no"></a></h3>
|
||
<!-- -->
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程阶段-1">流程阶段<a href="#流程阶段-1" class="hash-link" aria-label="流程阶段的直接链接" title="流程阶段的直接链接" translate="no"></a></h3>
|
||
<p><strong>阶段 1: 会话发现</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:session:start </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--type</span><span class="token plain"> tdd </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--auto</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"TDD: 用户注册"</span><br></span></code></pre></div></div>
|
||
<p><strong>TDD 结构化格式</strong>:</p>
|
||
<div class="language-text codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-text codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">TDD: [功能名称]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">GOAL: [目标]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">SCOPE: [包含/排除的范围]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">CONTEXT: [背景]</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">TEST_FOCUS: [测试场景]</span><br></span></code></pre></div></div>
|
||
<p><strong>阶段 2: 上下文收集</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:context-gather</span><br></span></code></pre></div></div>
|
||
<p><strong>阶段 3: 测试覆盖率分析</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:test-context-gather</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">检测测试框架</li>
|
||
<li class="">分析现有测试覆盖率</li>
|
||
<li class="">识别覆盖率缺口</li>
|
||
</ul>
|
||
<p><strong>阶段 4: 冲突解决</strong>（条件触发）</p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 仅当 conflict_risk >= medium 时</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:conflict-resolution</span><br></span></code></pre></div></div>
|
||
<p><strong>阶段 5: TDD 任务生成</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:task-generate-tdd</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">生成包含内置 Red-Green-Refactor 循环的 IMPL 任务</li>
|
||
<li class=""><code>meta.tdd_workflow: true</code></li>
|
||
<li class=""><code>flow_control.implementation_approach</code> 包含 3 个步骤（red/green/refactor）</li>
|
||
</ul>
|
||
<p><strong>阶段 6: TDD 结构验证</strong></p>
|
||
<ul>
|
||
<li class="">验证 TDD 结构合规性</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="tdd-任务结构">TDD 任务结构<a href="#tdd-任务结构" class="hash-link" aria-label="TDD 任务结构的直接链接" title="TDD 任务结构的直接链接" translate="no"></a></h3>
|
||
<div class="language-json codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-json codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"IMPL-001"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"实现用户注册"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"meta"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"tdd_workflow"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"flow_control"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"implementation_approach"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"step"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Red: 编写失败的测试"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"编写一个失败的测试"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"step"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Green: 使测试通过"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"实现最小代码使测试通过"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"test_fix_cycle"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"max_iterations"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">3</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"pass_threshold"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0.95</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"step"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">3</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Refactor: 改进代码"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"在保持测试通过的同时重构"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="铁律">铁律<a href="#铁律" class="hash-link" aria-label="铁律的直接链接" title="铁律的直接链接" translate="no"></a></h3>
|
||
<div class="language-text codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-text codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">没有失败的测试，就没有生产代码</span><br></span></code></pre></div></div>
|
||
<p><strong>执行方法</strong>:</p>
|
||
<ul>
|
||
<li class="">阶段 5: <code>implementation_approach</code> 包含测试优先步骤（Red -> Green -> Refactor）</li>
|
||
<li class="">Green 阶段: 包含 test-fix-cycle 配置（最多 3 次迭代）</li>
|
||
<li class="">自动回滚: 达到最大迭代次数且测试未通过时触发</li>
|
||
</ul>
|
||
<p><strong>顺序为何重要</strong>:</p>
|
||
<ul>
|
||
<li class="">后写的测试会立即通过 -> 证明不了什么</li>
|
||
<li class="">测试优先强制在实现前发现边界情况</li>
|
||
<li class="">后写测试验证的是已构建的内容，而非所需内容</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="适用场景-1">适用场景<a href="#适用场景-1" class="hash-link" aria-label="适用场景的直接链接" title="适用场景的直接链接" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">测试驱动开发</li>
|
||
<li class="">高质量功能需求</li>
|
||
<li class="">关键系统组件</li>
|
||
</ul>
|
||
<hr>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="工作流-3-test-fix-gen---test-cycle-execute">工作流 3: test-fix-gen -> test-cycle-execute<a href="#工作流-3-test-fix-gen---test-cycle-execute" class="hash-link" aria-label="工作流 3: test-fix-gen -> test-cycle-execute的直接链接" title="工作流 3: test-fix-gen -> test-cycle-execute的直接链接" translate="no"></a></h2>
|
||
<p><strong>5 阶段测试修复生成工作流</strong></p>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="命令-2">命令<a href="#命令-2" class="hash-link" aria-label="命令的直接链接" title="命令的直接链接" translate="no"></a></h3>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 会话模式</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:test-fix-gen WFS-user-auth-v2</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:test-cycle-execute</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># 提示词模式</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:test-fix-gen </span><span class="token string" style="color:rgb(195, 232, 141)">"测试认证 API"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:test-cycle-execute</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程图-2">流程图<a href="#流程图-2" class="hash-link" aria-label="流程图的直接链接" title="流程图的直接链接" translate="no"></a></h3>
|
||
<!-- -->
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="流程阶段-2">流程阶段<a href="#流程阶段-2" class="hash-link" aria-label="流程阶段的直接链接" title="流程阶 段的直接链接" translate="no"></a></h3>
|
||
<p><strong>阶段 1: 创建/使用测试会话</strong></p>
|
||
<p><strong>会话模式</strong>（使用现有会话）:</p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:session:start </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--type</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">test</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--resume</span><span class="token plain"> WFS-user-auth-v2</span><br></span></code></pre></div></div>
|
||
<p><strong>提示词模式</strong>（创建新会话）:</p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:session:start </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--type</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">test</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--new</span><br></span></code></pre></div></div>
|
||
<p><strong>阶段 2: 收集测试上下文</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:test-context-gather</span><br></span></code></pre></div></div>
|
||
<p><strong>阶段 3: 测试生成分析</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:test-concept-enhanced</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class="">多层测试需求:<!-- -->
|
||
<ul>
|
||
<li class=""><strong>L0: 静态</strong> - 类型检查、代码检查</li>
|
||
<li class=""><strong>L1: 单元</strong> - 函数级测试</li>
|
||
<li class=""><strong>L2: 集成</strong> - 组件交互测试</li>
|
||
<li class=""><strong>L3: E2E</strong> - 完整系统测试</li>
|
||
</ul>
|
||
</li>
|
||
</ul>
|
||
<p><strong>阶段 4: 生成测试任务</strong></p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:tools:test-task-generate</span><br></span></code></pre></div></div>
|
||
<ul>
|
||
<li class=""><code>IMPL-001.json</code>: 测试理解与生成</li>
|
||
<li class=""><code>IMPL-001.5-review.json</code>: 质量门</li>
|
||
<li class=""><code>IMPL-002.json</code>: 测试执行与修复循环</li>
|
||
</ul>
|
||
<p><strong>阶段 5: 返回摘要</strong></p>
|
||
<ul>
|
||
<li class="">-> <code>/workflow:test-cycle-execute</code></li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="双模式支持">双模式支持<a href="#双模式支持" class="hash-link" aria-label="双模式支持的直接链接" title="双模式支持的直接链接" translate="no"></a></h3>
|
||
<table><thead><tr><th>模式</th><th>输入模式</th><th>上下文来源</th></tr></thead><tbody><tr><td><strong>会话模式</strong></td><td><code>WFS-xxx</code></td><td>源会话摘要</td></tr><tr><td><strong>提示词模式</strong></td><td>文本/文件路径</td><td>直接代码库分析</td></tr></tbody></table>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="产物-1">产物<a href="#产物-1" class="hash-link" aria-label="产物的直接链接" title="产物的直接链接" translate="no"></a></h3>
|
||
<p><strong>位置</strong>: <code>.workflow/active/WFS-test-{session}/</code></p>
|
||
<div class="language-text codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-text codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">.workflow/active/WFS-test-user-auth-2025-02-03/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── workflow-session.json</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── .task/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── IMPL-001.json # 测试理解与生成</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── IMPL-001.5-review.json # 质量门</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ └── IMPL-002.json # 测试执行与修复循 环</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">└── .process/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> ├── TEST_ANALYSIS_RESULTS.md</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> └── test-context-package.json</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="适用场景-2">适用场景<a href="#适用场景-2" class="hash-link" aria-label="适用场景的直接链接" title="适用场景的直接链接" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">测试失败修复</li>
|
||
<li class="">覆盖率提升</li>
|
||
<li class="">测试套件生成</li>
|
||
</ul>
|
||
<hr>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="层级-3-对比表">层级 3 对比表<a href="#层级-3-对比表" class="hash-link" aria-label="层级 3 对比表的直接链接" title="层级 3 对比表的直接链接" translate="no"></a></h2>
|
||
<table><thead><tr><th>方面</th><th>plan</th><th>tdd-plan</th><th>test-fix-gen</th></tr></thead><tbody><tr><td><strong>用途</strong></td><td>复杂功能</td><td>测试驱动开发</td><td>测试修复</td></tr><tr><td><strong>阶段</strong></td><td>5</td><td>6</td><td>5</td></tr><tr><td><strong>TDD</strong></td><td>否</td><td>是 (Red-Green-Refactor)</td><td>可选</td></tr><tr><td><strong>产物</strong></td><td><code>.workflow/active/</code></td><td><code>.workflow/active/</code></td><td><code>.workflow/active/WFS-test-*/</code></td></tr><tr><td><strong>验证</strong></td><td>plan-verify</td><td>tdd-verify</td><td>内置质量门</td></tr><tr><td><strong>最适合</strong></td><td>多模块变更</td><td>高质量功能</td><td>测试改进</td></tr></tbody></table>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="执行-execute">执行: execute<a href="#执行-execute" class="hash-link" aria-label="执行: execute的直接链接" title="执行: execute的直接链接" translate="no"></a></h2>
|
||
<p>所有层级 3 工作流通过 <code>execute</code> 执行:</p>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">/workflow:execute </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--session</span><span class="token plain"> WFS-</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain">session-id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="关键特性">关键特性<a href="#关键特性" class="hash-link" aria-label="关键特性的直接链接" title="关键特性的直接链接" translate="no"></a></h3>
|
||
<ul>
|
||
<li class=""><strong>依赖分析</strong> - 自动任务依赖解析</li>
|
||
<li class=""><strong>并行执行</strong> - 独立任务并行运行</li>
|
||
<li class=""><strong>进度跟踪</strong> - 基于会话的 TODO 更新</li>
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<li class=""><strong>摘要</strong> - 为依赖任务生成任务完成摘要</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="相关工作流">相关工作流<a href="#相关工作流" class="hash-link" aria-label="相关工作流的直接链接" title="相关工作流的直接链接" translate="no"></a></h2>
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<ul>
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<li class=""><a class="" href="/docs/zh/workflows/level-2-rapid">层级 2: 快速</a> - 更简单的工作流</li>
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<li class=""><a class="" href="/docs/zh/workflows/level-4-brainstorm">层级 4: 头脑风暴</a> - 多角色探索</li>
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<li class=""><a class="" href="/docs/zh/workflows/level-5-intelligent">层级 5: 智能</a> - 自动化编排</li>
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||
<li class=""><a class="" href="/docs/zh/workflows/faq">常见问题</a> - 常见问题解答</li>
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