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- Implemented ConfigBackupService for backing up local configuration files. - Added ConfigSyncService to download configuration files from GitHub with remote-first conflict resolution. - Created VersionChecker to check application version against the latest GitHub release with caching. - Introduced security validation utilities for input validation to prevent common vulnerabilities. - Developed utility functions to start and stop Docusaurus documentation server.
311 lines
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311 lines
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menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/commands/memory/memory-docs-full-cli"><span title="/memory:docs-full-cli" class="linkLabel_PuAu">/memory:docs-full-cli</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/commands/memory/memory-docs-related-cli"><span title="/memory:docs-related-cli" class="linkLabel_PuAu">/memory:docs-related-cli</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/zh/commands/memory/memory-compact"><span title="/memory:compact" class="linkLabel_PuAu">/memory:compact</span></a></li></ul></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item"><div class="menu__list-item-collapsible"><a class="categoryLink_d9ci menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="true" href="/docs/zh/workflows/introduction"><span title="Workflows" class="categoryLinkLabel_Oe72">Workflows</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="Introduction" class="linkLabel_PuAu">Introduction</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="Level 1: Ultra Lightweight" class="linkLabel_PuAu">Level 1: Ultra Lightweight</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="Level 2: Rapid" class="linkLabel_PuAu">Level 2: Rapid</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-3-standard"><span title="Level 3: Standard" class="linkLabel_PuAu">Level 3: Standard</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="Level 4: Brainstorm" class="linkLabel_PuAu">Level 4: Brainstorm</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="Level 5: Intelligent" class="linkLabel_PuAu">Level 5: Intelligent</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 menu__link--active" aria-current="page" href="/docs/zh/faq"><span title="FAQ" class="linkLabel_PuAu">FAQ</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 breadcrumbs__item--active"><span class="breadcrumbs__link">FAQ</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>Frequently Asked Questions</h1></header>
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<p>Common questions about CCW, workflows, commands, and troubleshooting.</p>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="general-questions">General Questions<a href="#general-questions" class="hash-link" aria-label="General Questions的直接链接" title="General Questions的直接链接" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-is-ccw">What is CCW?<a href="#what-is-ccw" class="hash-link" aria-label="What is CCW?的直接链接" title="What is CCW?的直接链接" translate="no"></a></h3>
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<p>CCW (Claude Code Workflows) is a professional workflow automation platform that combines AI-powered intelligence with structured development workflows. It provides 40+ commands and 15 integrated workflows to accelerate software development while maintaining quality standards.</p>
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<p><strong>Key Features:</strong></p>
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<ul>
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<li class="">AI-powered code analysis, generation, and review</li>
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<li class="">15 workflow levels from rapid execution to intelligent orchestration</li>
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<li class="">Session management with full state persistence</li>
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<li class="">Multi-agent coordination with parallel execution</li>
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<li class="">Built-in testing, verification, and code review</li>
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</ul>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-are-the-system-requirements">What are the system requirements?<a href="#what-are-the-system-requirements" class="hash-link" aria-label="What are the system requirements?的直接链接" title="What are the system requirements?的直接链接" translate="no"></a></h3>
|
||
<p><strong>Minimum Requirements:</strong></p>
|
||
<ul>
|
||
<li class="">Node.js 16.x or higher</li>
|
||
<li class="">Git 2.x or higher</li>
|
||
<li class="">4GB RAM available</li>
|
||
<li class="">500MB disk space</li>
|
||
</ul>
|
||
<p><strong>Recommended:</strong></p>
|
||
<ul>
|
||
<li class="">Node.js 18.x LTS</li>
|
||
<li class="">8GB RAM available</li>
|
||
<li class="">2GB disk space for artifacts and sessions</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-install-ccw">How do I install CCW?<a href="#how-do-i-install-ccw" class="hash-link" aria-label="How do I install CCW?的直接链接" title="How do I install CCW?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"># Install globally via npm</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">npm</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">-g</span><span class="token plain"> @ccw/cli</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"># Or use npx (no installation required)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">npx @ccw/cli init</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"># Initialize in your project</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw init</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="is-ccw-free-to-use">Is CCW free to use?<a href="#is-ccw-free-to-use" class="hash-link" aria-label="Is CCW free to use?的直接链接" title="Is CCW free to use?的直接链接" translate="no"></a></h3>
|
||
<p>Yes, CCW is open-source and free to use. However, CCW integrates with third-party AI services (Gemini, Codex, Claude, Qwen) that may have their own pricing. You'll need API keys for any AI services you want to use.</p>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-programming-languages-are-supported">What programming languages are supported?<a href="#what-programming-languages-are-supported" class="hash-link" aria-label="What programming languages are supported?的直接链接" title="What programming languages are supported?的直接链接" translate="no"></a></h3>
|
||
<p>CCW supports all programming languages. The AI models can analyze and generate code in any language, including:</p>
|
||
<ul>
|
||
<li class=""><strong>Web</strong>: JavaScript, TypeScript, Python, PHP, Ruby</li>
|
||
<li class=""><strong>Mobile</strong>: Swift, Kotlin, React Native, Flutter</li>
|
||
<li class=""><strong>Systems</strong>: Rust, Go, C, C++</li>
|
||
<li class=""><strong>Data</strong>: Python, R, SQL</li>
|
||
<li class=""><strong>Enterprise</strong>: Java, C#, .NET</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="workflow-selection">Workflow Selection<a href="#workflow-selection" class="hash-link" aria-label="Workflow Selection的直接链接" title="Workflow Selection的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-choose-the-right-workflow">How do I choose the right workflow?<a href="#how-do-i-choose-the-right-workflow" class="hash-link" aria-label="How do I choose the right workflow?的直接链接" title="How do I choose the right workflow?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Decision Framework</summary><p>Use this quick decision tree:</p><ol>
|
||
<li class=""><strong>Post-development maintenance?</strong> → Use <a class="" href="/docs/zh/workflows/faq.mdx#what-is-the-difference-between-main-workflow-and-issue-workflow">Issue Workflow</a></li>
|
||
<li class=""><strong>Uncertain which commands to use?</strong> → Use <code>ccw-coordinator</code> (Level 5)</li>
|
||
<li class=""><strong>Requirements unclear?</strong> → Use <code>brainstorm:auto-parallel</code> (Level 4)</li>
|
||
<li class=""><strong>Need persistent session?</strong>
|
||
<ul>
|
||
<li class="">Standard development → <code>plan</code> → <code>execute</code> (Level 3)</li>
|
||
<li class="">Test-driven → <code>tdd-plan</code> → <code>execute</code> (Level 3)</li>
|
||
<li class="">Test fixes → <code>test-fix-gen</code> → <code>test-cycle-execute</code> (Level 3)</li>
|
||
</ul>
|
||
</li>
|
||
<li class=""><strong>Need multi-perspective analysis?</strong> → Use <code>multi-cli-plan</code> (Level 2)</li>
|
||
<li class=""><strong>Bug fix?</strong> → Use <code>lite-fix</code> (Level 2)</li>
|
||
<li class=""><strong>Need planning?</strong> → Use <code>lite-plan</code> → <code>lite-execute</code> (Level 2)</li>
|
||
<li class=""><strong>Quick task?</strong> → Use <code>lite-lite-lite</code> (Level 1)</li>
|
||
</ol></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="whats-the-difference-between-main-workflow-and-issue-workflow">What's the difference between Main Workflow and Issue Workflow?<a href="#whats-the-difference-between-main-workflow-and-issue-workflow" class="hash-link" aria-label="What's the difference between Main Workflow and Issue Workflow?的直接链接" title="What's the difference between Main Workflow and Issue Workflow?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Comparison</summary><p><strong>Main Workflow</strong> is for primary development:</p><ul>
|
||
<li class="">Feature development (Levels 1-5)</li>
|
||
<li class="">Active development phase</li>
|
||
<li class="">Dependency-based parallelism</li>
|
||
<li class="">Works on current branch</li>
|
||
</ul><p><strong>Issue Workflow</strong> is for post-development maintenance:</p><ul>
|
||
<li class="">Bug fixes and enhancements after merge</li>
|
||
<li class="">After main workflow completes</li>
|
||
<li class="">Optional worktree isolation</li>
|
||
<li class="">Keeps main branch stable</li>
|
||
</ul><table><thead><tr><th>Aspect</th><th>Main Workflow</th><th>Issue Workflow</th></tr></thead><tbody><tr><td><strong>Purpose</strong></td><td>Feature development</td><td>Post-development fixes</td></tr><tr><td><strong>Timing</strong></td><td>Development phase</td><td>After main workflow completes</td></tr><tr><td><strong>Scope</strong></td><td>Complete feature implementation</td><td>Targeted fixes/enhancements</td></tr><tr><td><strong>Parallelism</strong></td><td>Dependency analysis</td><td>Worktree isolation (optional)</td></tr><tr><td><strong>Branch Model</strong></td><td>Work on current branch</td><td>Can use isolated worktree</td></tr></tbody></table></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-are-minimum-execution-units">What are Minimum Execution Units?<a href="#what-are-minimum-execution-units" class="hash-link" aria-label="What are Minimum Execution Units?的直接链接" title="What are Minimum Execution Units?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Explanation</summary><p><strong>Minimum Execution Units</strong> are sets of commands that must execute together as atomic groups to achieve meaningful workflow milestones. Splitting these commands breaks logical flow and creates incomplete states.</p><p><strong>Common Minimum Execution Units:</strong></p><table><thead><tr><th>Unit</th><th>Commands</th><th>Purpose</th></tr></thead><tbody><tr><td>Quick Implementation</td><td><code>lite-plan</code> → <code>lite-execute</code></td><td>Lightweight plan and execution</td></tr><tr><td>Multi-CLI Planning</td><td><code>multi-cli-plan</code> → <code>lite-execute</code></td><td>Multi-perspective analysis and execution</td></tr><tr><td>Bug Fix</td><td><code>lite-fix</code> → <code>lite-execute</code></td><td>Bug diagnosis and fix execution</td></tr><tr><td>Verified Planning</td><td><code>plan</code> → <code>plan-verify</code> → <code>execute</code></td><td>Planning with verification and execution</td></tr><tr><td>TDD Planning</td><td><code>tdd-plan</code> → <code>execute</code></td><td>Test-driven development planning and execution</td></tr><tr><td>Test Validation</td><td><code>test-fix-gen</code> → <code>test-cycle-execute</code></td><td>Generate test tasks and execute test-fix cycle</td></tr></tbody></table><p><strong>Example</strong>: The unit <code>lite-plan → lite-execute</code> must complete together. Stopping after <code>lite-plan</code> leaves you with a plan but no implementation.</p></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="when-should-i-use-each-workflow-level">When should I use each workflow level?<a href="#when-should-i-use-each-workflow-level" class="hash-link" aria-label="When should I use each workflow level?的直接链接" title="When should I use each workflow level?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Level Selection Guide</summary><p><strong>Level 1 (lite-lite-lite):</strong></p><ul>
|
||
<li class="">Quick fixes (typos, minor adjustments)</li>
|
||
<li class="">Simple features (single function, small utility)</li>
|
||
<li class="">Config changes (environment variables, timeouts)</li>
|
||
<li class="">Documentation updates</li>
|
||
</ul><p><strong>Level 2 (lite-plan, lite-fix, multi-cli-plan):</strong></p><ul>
|
||
<li class="">Single-module features</li>
|
||
<li class="">Bug diagnosis and fixes</li>
|
||
<li class="">Technology selection decisions</li>
|
||
<li class="">Solution comparison</li>
|
||
</ul><p><strong>Level 3 (plan, tdd-plan, test-fix-gen):</strong></p><ul>
|
||
<li class="">Multi-module changes</li>
|
||
<li class="">Refactoring</li>
|
||
<li class="">Test-driven development</li>
|
||
<li class="">Test failure fixes</li>
|
||
</ul><p><strong>Level 4 (brainstorm<!-- -->:auto-parallel<!-- -->):</strong></p><ul>
|
||
<li class="">New feature design</li>
|
||
<li class="">System architecture refactoring</li>
|
||
<li class="">Exploratory requirements</li>
|
||
<li class="">Multi-dimensional trade-offs</li>
|
||
</ul><p><strong>Level 5 (ccw-coordinator):</strong></p><ul>
|
||
<li class="">Complex multi-step workflows</li>
|
||
<li class="">Uncertain which commands to use</li>
|
||
<li class="">End-to-end automation</li>
|
||
<li class="">Team collaboration</li>
|
||
</ul><p><strong>Issue Workflow:</strong></p><ul>
|
||
<li class="">Post-development issue fixes</li>
|
||
<li class="">Maintaining main branch stability</li>
|
||
</ul></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="command-usage">Command Usage<a href="#command-usage" class="hash-link" aria-label="Command Usage的直接链接" title="Command Usage的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-use-workflow-commands">How do I use workflow commands?<a href="#how-do-i-use-workflow-commands" class="hash-link" aria-label="How do I use workflow commands?的直接链接" title="How do I use workflow commands?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Command Patterns</summary><p><strong>Basic Pattern:</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">ccw </span><span class="token operator" style="color:rgb(137, 221, 255)">&</span><span class="token plain">lt</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">command</span><span class="token operator" style="color:rgb(137, 221, 255)">&</span><span class="token plain">gt</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">&</span><span class="token plain">lt</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain">arguments</span><span class="token operator" style="color:rgb(137, 221, 255)">&</span><span class="token plain">gt</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><br></span></code></pre></div></div><p><strong>Examples:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Level 1 - Direct execution</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw lite-lite-lite </span><span class="token string" style="color:rgb(195, 232, 141)">"Fix login button"</span><span class="token plain"></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"># Level 2 - Lightweight planning</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw lite-plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Add user profile page"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw lite-execute --in-memory</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"># Level 3 - Full workflow</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Implement OAuth2"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:execute </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--session</span><span class="token plain"> WFS-oauth-auth</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"># Level 4 - Brainstorming</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw brainstorm:auto-parallel </span><span class="token string" style="color:rgb(195, 232, 141)">"Design notification system"</span><span class="token plain"></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"># Level 5 - Intelligent coordination</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw ccw-coordinator </span><span class="token string" style="color:rgb(195, 232, 141)">"Refactor API layer"</span><br></span></code></pre></div></div></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-is-the-difference-between-lite-execute-and-execute">What is the difference between lite-execute and execute?<a href="#what-is-the-difference-between-lite-execute-and-execute" class="hash-link" aria-label="What is the difference between lite-execute and execute?的直接链接" title="What is the difference between lite-execute and execute?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Comparison</summary><p><strong>lite-execute</strong> (Level 2):</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">ccw lite-execute --in-memory</span><br></span></code></pre></div></div><ul>
|
||
<li class="">For Level 2 workflows</li>
|
||
<li class="">In-memory planning (no session files)</li>
|
||
<li class="">Parallel execution for independent tasks</li>
|
||
<li class="">Optional code review</li>
|
||
</ul><p><strong>execute</strong> (Level 3):</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">ccw 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><ul>
|
||
<li class="">For Level 3 workflows</li>
|
||
<li class="">Session-based execution</li>
|
||
<li class="">Dependency analysis</li>
|
||
<li class="">Full state tracking and resumability</li>
|
||
<li class="">Task completion summaries</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-use-hotfix-mode">How do I use hotfix mode?<a href="#how-do-i-use-hotfix-mode" class="hash-link" aria-label="How do I use hotfix mode?的直接链接" title="How do I use hotfix mode?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Hotfix Usage</summary><p><strong>Hotfix mode</strong> is for production emergencies:</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">ccw lite-fix </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--hotfix</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Production database connection failing"</span><br></span></code></pre></div></div><p><strong>What it does:</strong></p><ul>
|
||
<li class="">Skips most diagnosis phases</li>
|
||
<li class="">Minimal planning (direct execution)</li>
|
||
<li class="">Auto-generates follow-up tasks for complete fix + post-mortem</li>
|
||
</ul><p><strong>When to use:</strong></p><ul>
|
||
<li class="">Production incidents</li>
|
||
<li class="">Critical bugs requiring immediate fix</li>
|
||
<li class="">Outages and service disruptions</li>
|
||
</ul><p><strong>What happens after:</strong>
|
||
CCW automatically generates follow-up tasks for:</p><ul>
|
||
<li class="">Complete root cause analysis</li>
|
||
<li class="">Comprehensive fix</li>
|
||
<li class="">Post-mortem documentation</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-resume-a-paused-session">How do I resume a paused session?<a href="#how-do-i-resume-a-paused-session" class="hash-link" aria-label="How do I resume a paused session?的直接链接" title="How do I resume a paused session?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Session Resume</summary><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"># Resume most recent session</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:session:resume</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"># Resume specific session</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:session:resume WFS-user-auth-v2</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"># List all sessions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:session:list</span><br></span></code></pre></div></div><p><strong>Session states:</strong></p><ul>
|
||
<li class=""><strong>active</strong>: Currently running</li>
|
||
<li class=""><strong>paused</strong>: Stopped, can be resumed</li>
|
||
<li class=""><strong>completed</strong>: Finished and archived</li>
|
||
</ul></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="ai-models">AI Models<a href="#ai-models" class="hash-link" aria-label="AI Models的直接链接" title="AI Models的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="which-ai-models-does-ccw-support">Which AI models does CCW support?<a href="#which-ai-models-does-ccw-support" class="hash-link" aria-label="Which AI models does CCW support?的直接链接" title="Which AI models does CCW support?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Supported Models</summary><p>CCW supports multiple AI models via CLI endpoints:</p><table><thead><tr><th>Model</th><th>Capabilities</th><th>Best For</th></tr></thead><tbody><tr><td><strong>Gemini</strong></td><td>Analysis + Write</td><td>Code review, debugging, refactoring</td></tr><tr><td><strong>Codex</strong></td><td>Analysis + Write + Review</td><td>Git-aware code review, implementation</td></tr><tr><td><strong>Claude</strong></td><td>Analysis + Write</td><td>Complex reasoning, documentation</td></tr><tr><td><strong>Qwen</strong></td><td>Analysis + Write</td><td>Code generation, pattern matching</td></tr></tbody></table><p>Configure models in <code>~/.claude/cli-tools.json</code>.</p></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-configure-api-keys">How do I configure API keys?<a href="#how-do-i-configure-api-keys" class="hash-link" aria-label="How do I configure API keys?的直接链接" title="How do I configure API keys?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>API Key Configuration</summary><p><strong>Set environment variables:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Gemini</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">GEMINI_API_KEY</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"your-key-here"</span><span class="token plain"></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"># OpenAI (Codex)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">OPENAI_API_KEY</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"your-key-here"</span><span class="token plain"></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"># Anthropic (Claude)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">ANTHROPIC_API_KEY</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"your-key-here"</span><span class="token plain"></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"># Qwen</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">DASHSCOPE_API_KEY</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"your-key-here"</span><br></span></code></pre></div></div><p><strong>Or configure in <code>.env</code> file:</strong></p><div class="language-env codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-env 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">GEMINI_API_KEY=your-key-here</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">OPENAI_API_KEY=your-key-here</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ANTHROPIC_API_KEY=your-key-here</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">DASHSCOPE_API_KEY=your-key-here</span><br></span></code></pre></div></div></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-is-multi-cli-collaboration">What is multi-CLI collaboration?<a href="#what-is-multi-cli-collaboration" class="hash-link" aria-label="What is multi-CLI collaboration?的直接链接" title="What is multi-CLI collaboration?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Multi-CLI Explanation</summary><p><strong>Multi-CLI collaboration</strong> uses multiple AI models to analyze the same problem from different perspectives:</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">ccw multi-cli-plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Compare Redis vs RabbitMQ for message queuing"</span><br></span></code></pre></div></div><p><strong>How it works:</strong></p><ol>
|
||
<li class="">Multiple AI models analyze independently</li>
|
||
<li class="">Each provides unique insights and recommendations</li>
|
||
<li class="">Results are synthesized into a comprehensive analysis</li>
|
||
<li class="">You get multiple perspectives before making decisions</li>
|
||
</ol><p><strong>Best for:</strong></p><ul>
|
||
<li class="">Technology selection</li>
|
||
<li class="">Architecture decisions</li>
|
||
<li class="">Solution comparison</li>
|
||
<li class="">Trade-off analysis</li>
|
||
</ul></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="testing">Testing<a href="#testing" class="hash-link" aria-label="Testing的直接链接" title="Testing的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-add-tests-to-existing-code">How do I add tests to existing code?<a href="#how-do-i-add-tests-to-existing-code" class="hash-link" aria-label="How do I add tests to existing code?的直接链接" title="How do I add tests to existing code?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Test Generation</summary><p><strong>Session Mode (from existing session):</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">ccw test-fix-gen WFS-user-auth-v2</span><br></span></code></pre></div></div><p><strong>Prompt Mode (direct description):</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">ccw test-fix-gen </span><span class="token string" style="color:rgb(195, 232, 141)">"Add unit tests for the auth API"</span><br></span></code></pre></div></div><p><strong>CCW will:</strong></p><ol>
|
||
<li class="">Analyze the code structure</li>
|
||
<li class="">Generate appropriate test cases</li>
|
||
<li class="">Create test files following project patterns</li>
|
||
<li class="">Implement tests with proper assertions</li>
|
||
</ol></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-fix-failing-tests">How do I fix failing tests?<a href="#how-do-i-fix-failing-tests" class="hash-link" aria-label="How do I fix failing tests?的直接链接" title="How do I fix failing tests?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Test Fix Workflow</summary><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"># Generate test fix tasks</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw test-fix-gen </span><span class="token string" style="color:rgb(195, 232, 141)">"Tests failing for user registration"</span><span class="token plain"></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"># Execute test-fix cycle</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw test-cycle-execute</span><br></span></code></pre></div></div><p><strong>Workflow:</strong></p><ol>
|
||
<li class="">Analyze test failures</li>
|
||
<li class="">Identify root causes</li>
|
||
<li class="">Fix issues iteratively</li>
|
||
<li class="">Verify >= 95% pass rate</li>
|
||
<li class="">Stop when tests pass or max iterations reached</li>
|
||
</ol></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-is-tdd-test-driven-development">What is TDD (Test-Driven Development)?<a href="#what-is-tdd-test-driven-development" class="hash-link" aria-label="What is TDD (Test-Driven Development)?的直接链接" title="What is TDD (Test-Driven Development)?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>TDD Explanation</summary><p><strong>TDD</strong> follows the Red-Green-Refactor cycle:</p><ol>
|
||
<li class=""><strong>Red</strong>: Write a failing test</li>
|
||
<li class=""><strong>Green</strong>: Write minimal code to pass the test</li>
|
||
<li class=""><strong>Refactor</strong>: Improve code while keeping tests green</li>
|
||
</ol><p><strong>The Iron Law:</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">NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST</span><br></span></code></pre></div></div><p><strong>Why write tests first?</strong></p><table><thead><tr><th>Aspect</th><th>Test-First</th><th>Test-After</th></tr></thead><tbody><tr><td><strong>Proof</strong></td><td>Tests fail before implementation</td><td>Tests pass immediately (proves nothing)</td></tr><tr><td><strong>Discovery</strong></td><td>Edge cases found before coding</td><td>Edge cases found after coding</td></tr><tr><td><strong>Verification</strong></td><td>Verifies requirements</td><td>Verifies implementation</td></tr></tbody></table></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="troubleshooting">Troubleshooting<a href="#troubleshooting" class="hash-link" aria-label="Troubleshooting的直接链接" title="Troubleshooting的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="my-workflow-failed-what-should-i-do">My workflow failed. What should I do?<a href="#my-workflow-failed-what-should-i-do" class="hash-link" aria-label="My workflow failed. What should I do?的直接链接" title="My workflow failed. What should I do?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Troubleshooting Steps</summary><ol>
|
||
<li class=""><strong>Check the error message</strong> - Identify the root cause</li>
|
||
<li class=""><strong>Review session state</strong> - Check <code>.workflow/.ccw-coordinator/{session}/state.json</code></li>
|
||
<li class=""><strong>Resume the session</strong> - Use <code>ccw workflow:session:resume</code> to continue</li>
|
||
<li class=""><strong>Adjust and retry</strong> - Modify approach based on error</li>
|
||
</ol><p><strong>Common fixes:</strong></p><ul>
|
||
<li class=""><strong>API key errors</strong>: Verify environment variables are set</li>
|
||
<li class=""><strong>Module not found</strong>: Run <code>npm install</code> or <code>pip install</code></li>
|
||
<li class=""><strong>Git errors</strong>: Ensure clean git state (<code>git status</code>)</li>
|
||
<li class=""><strong>Timeout errors</strong>: Increase timeout in task JSON</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-skip-a-failing-task">How do I skip a failing task?<a href="#how-do-i-skip-a-failing-task" class="hash-link" aria-label="How do I skip a failing task?的直接链接" title="How do I skip a failing task?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Skip Task</summary><p>Edit the task JSON to set status to "completed":</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">jq </span><span class="token string" style="color:rgb(195, 232, 141)">'.status = "completed"'</span><span class="token plain"> .workflow/active/WFS-</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain">session</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain">/.task/IMPL-001.json</span><br></span></code></pre></div></div><p><strong>Use with caution:</strong> Skipping tasks may leave the workflow in an incomplete state.</p></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-clean-up-old-sessions">How do I clean up old sessions?<a href="#how-do-i-clean-up-old-sessions" class="hash-link" aria-label="How do I clean up old sessions?的直接链接" title="How do I clean up old sessions?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Cleanup Commands</summary><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"># List sessions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:session:list</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"># Remove specific session</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">rm</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">-rf</span><span class="token plain"> .workflow/active/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><span class="token plain"></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"># Clean all completed sessions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:clean</span><br></span></code></pre></div></div><p><strong>Automatic cleanup:</strong></p><ul>
|
||
<li class="">Completed sessions are archived to <code>.workflow/completed/</code></li>
|
||
<li class="">Old sessions (> 30 days) can be safely removed</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="why-is-my-workflow-running-slowly">Why is my workflow running slowly?<a href="#why-is-my-workflow-running-slowly" class="hash-link" aria-label="Why is my workflow running slowly?的直接链接" title="Why is my workflow running slowly?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Performance Tips</summary><p><strong>Possible causes:</strong></p><ol>
|
||
<li class="">
|
||
<p><strong>Large codebase</strong>: CCW analyzes the entire project</p>
|
||
<ul>
|
||
<li class=""><strong>Fix</strong>: Use <code>--focus-paths</code> to limit analysis scope</li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>Many dependencies</strong>: Slow AI response times</p>
|
||
<ul>
|
||
<li class=""><strong>Fix</strong>: Use faster models (Gemini Flash) for initial analysis</li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>Sequential tasks</strong>: Waiting on dependent tasks</p>
|
||
<ul>
|
||
<li class=""><strong>Fix</strong>: Review task dependencies in <code>plan-verify</code></li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>Network issues</strong>: Slow API calls to AI services</p>
|
||
<ul>
|
||
<li class=""><strong>Fix</strong>: Check network connectivity and API status</li>
|
||
</ul>
|
||
</li>
|
||
</ol><p><strong>Optimization tips:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Limit analysis scope</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Add login"</span><span class="token plain"> --focus-paths src/auth</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"># Use faster model for initial analysis</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw cli </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">-p</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Quick analysis"</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--model</span><span class="token plain"> gemini-2.0-flash </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--mode</span><span class="token plain"> analysis</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"># Run in parallel when possible</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw workflow:execute </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--parallel</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">4</span><br></span></code></pre></div></div></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-debug-workflow-issues">How do I debug workflow issues?<a href="#how-do-i-debug-workflow-issues" class="hash-link" aria-label="How do I debug workflow issues?的直接链接" title="How do I debug workflow issues?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Debugging Workflow</summary><p><strong>Enable debug logging:</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 assign-left variable" style="color:rgb(191, 199, 213)">DEBUG</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">ccw:* ccw workflow:plan </span><span class="token string" style="color:rgb(195, 232, 141)">"My feature"</span><br></span></code></pre></div></div><p><strong>Check session logs:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># View session state</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">cat</span><span class="token plain"> .workflow/active/WFS-</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain">session</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain">/workflow-session.json</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"># View task progress</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">cat</span><span class="token plain"> .workflow/active/WFS-</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain">session</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain">/TODO_LIST.md</span><br></span></code></pre></div></div><p><strong>Use debug workflow:</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">ccw workflow:debug-with-file </span><span class="token string" style="color:rgb(195, 232, 141)">"Debug memory leak in connection handler"</span><br></span></code></pre></div></div><p>This provides hypothesis-driven debugging with documented exploration.</p></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="integration">Integration<a href="#integration" class="hash-link" aria-label="Integration的直接链接" title="Integration的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="can-i-use-ccw-with-my-existing-cicd">Can I use CCW with my existing CI/CD?<a href="#can-i-use-ccw-with-my-existing-cicd" class="hash-link" aria-label="Can I use CCW with my existing CI/CD?的直接链接" title="Can I use CCW with my existing CI/CD?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>CI/CD Integration</summary><p>Yes, CCW can be integrated into CI/CD pipelines:</p><p><strong>GitHub Actions Example:</strong></p><div class="language-yaml codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-yaml 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><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> Run CCW Workflow</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">run</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">|</span><span class="token scalar string" style="color:rgb(195, 232, 141)"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token scalar string" style="color:rgb(195, 232, 141)"> ccw workflow:plan "Implement feature"</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token scalar string" style="color:rgb(195, 232, 141)"> ccw workflow:execute --session WFS-feature</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">env</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 key atrule">GEMINI_API_KEY</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><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"> secrets.GEMINI_API_KEY </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div><p><strong>Best practices:</strong></p><ul>
|
||
<li class="">Use <code>--mode analysis</code> for code review in CI</li>
|
||
<li class="">Store API keys in secret management</li>
|
||
<li class="">Run workflows in isolated environments</li>
|
||
<li class="">Archive sessions for audit trails</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="can-ccw-work-with-monorepos">Can CCW work with monorepos?<a href="#can-ccw-work-with-monorepos" class="hash-link" aria-label="Can CCW work with monorepos?的直接链接" title="Can CCW work with monorepos?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Monorepo Support</summary><p>Yes, CCW supports monorepos:</p><p><strong>Workspace-aware execution:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Execute in specific package</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Add auth to frontend"</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--cd</span><span class="token plain"> packages/frontend</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"># Execute across packages</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Update API contracts"</span><span class="token plain"> --include-dir packages/api,packages/shared</span><br></span></code></pre></div></div><p><strong>Benefits:</strong></p><ul>
|
||
<li class="">Dependency-aware task distribution</li>
|
||
<li class="">Parallel execution across packages</li>
|
||
<li class="">Shared session state</li>
|
||
<li class="">Coordinated changes across workspaces</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-migrate-from-another-tool">How do I migrate from another tool?<a href="#how-do-i-migrate-from-another-tool" class="hash-link" aria-label="How do I migrate from another tool?的直接链接" title="How do I migrate from another tool?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Migration Guide</summary><p><strong>From basic Git workflows:</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Before: Manual planning</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">git</span><span class="token plain"> checkout </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">-b</span><span class="token plain"> feature</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"># ... manual planning ...</span><span class="token plain"></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"># After: CCW planning</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Add feature"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw execute </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--session</span><span class="token plain"> WFS-feature</span><br></span></code></pre></div></div><p><strong>From other AI tools:</strong></p><ul>
|
||
<li class="">CCW provides structured workflows (vs. ad-hoc prompts)</li>
|
||
<li class="">Session management (vs. chat history)</li>
|
||
<li class="">Multi-agent coordination (vs. single AI)</li>
|
||
<li class="">Persistent artifacts (vs. transient responses)</li>
|
||
</ul><p><strong>Migration steps:</strong></p><ol>
|
||
<li class="">Install CCW: <code>npm install -g @ccw/cli</code></li>
|
||
<li class="">Initialize: <code>ccw init</code></li>
|
||
<li class="">Start with Level 2 workflows for familiar patterns</li>
|
||
<li class="">Gradually adopt higher levels as needed</li>
|
||
</ol></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="best-practices">Best Practices<a href="#best-practices" class="hash-link" aria-label="Best Practices的直接链接" title="Best Practices的直接链接" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="what-are-the-workflow-best-practices">What are the workflow best practices?<a href="#what-are-the-workflow-best-practices" class="hash-link" aria-label="What are the workflow best practices?的直接链接" title="What are the workflow best practices?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>Best Practices</summary><p><strong>1. Start Simple</strong></p><ul>
|
||
<li class="">Use the lowest level that meets your needs</li>
|
||
<li class="">Don't over-engineer simple tasks</li>
|
||
<li class="">Scale up complexity as needed</li>
|
||
</ul><p><strong>2. Plan Before Executing</strong></p><ul>
|
||
<li class="">Use verification steps when available</li>
|
||
<li class="">Review generated plans before execution</li>
|
||
<li class="">Adjust tasks based on project context</li>
|
||
</ul><p><strong>3. Test Continuously</strong></p><ul>
|
||
<li class="">Integrate testing into your workflow</li>
|
||
<li class="">Use TDD for critical features</li>
|
||
<li class="">Run tests after each iteration</li>
|
||
</ul><p><strong>4. Review Code</strong></p><ul>
|
||
<li class="">Use built-in review workflows</li>
|
||
<li class="">Leverage multi-CLI collaboration</li>
|
||
<li class="">Merge review feedback iteratively</li>
|
||
</ul><p><strong>5. Document Decisions</strong></p><ul>
|
||
<li class="">Use brainstorm workflows for complex decisions</li>
|
||
<li class="">Keep session artifacts for reference</li>
|
||
<li class="">Archive completed sessions</li>
|
||
</ul><p><strong>6. Maintain Session Hygiene</strong></p><ul>
|
||
<li class="">Complete sessions when done</li>
|
||
<li class="">Clean up old sessions regularly</li>
|
||
<li class="">Archive important sessions</li>
|
||
</ul></div></div></details>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="how-do-i-get-the-most-out-of-ai-assistance">How do I get the most out of AI assistance?<a href="#how-do-i-get-the-most-out-of-ai-assistance" class="hash-link" aria-label="How do I get the most out of AI assistance?的直接链接" title="How do I get the most out of AI assistance?的直接链接" translate="no"></a></h3>
|
||
<details class="details_B4FW alert alert--info details_SZgV" data-collapsed="true"><summary>Details</summary><div><div class="collapsibleContent_VYua"><summary>AI Best Practices</summary><p><strong>1. Be Specific in Prompts</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">Bad: "Fix the bug"</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">Good: "Fix the 500 error when users update their profile picture"</span><br></span></code></pre></div></div><p><strong>2. Provide Context</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">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Add OAuth2"</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 parameter variable" style="color:rgb(191, 199, 213)">--context</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Using Express.js, MongoDB, Passport.js"</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 parameter variable" style="color:rgb(191, 199, 213)">--reference</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Similar to existing Google OAuth implementation"</span><br></span></code></pre></div></div><p><strong>3. Use Multi-CLI Collaboration</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Get multiple perspectives</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw multi-cli-plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Architecture decision"</span><br></span></code></pre></div></div><p><strong>4. Leverage Memory</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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Build on previous work</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw plan </span><span class="token string" style="color:rgb(195, 232, 141)">"Continue auth refactor"</span><span class="token plain"> </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--memory</span><span class="token plain"> WFS-auth-v1</span><br></span></code></pre></div></div><p><strong>5. Choose the Right Model</strong></p><ul>
|
||
<li class=""><strong>Gemini Flash</strong>: Fast, good for initial analysis</li>
|
||
<li class=""><strong>Gemini Pro</strong>: Deep reasoning, complex tasks</li>
|
||
<li class=""><strong>Codex</strong>: Code review, git-aware analysis</li>
|
||
<li class=""><strong>Claude</strong>: Documentation, complex reasoning</li>
|
||
</ul></div></div></details>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="related-documentation">Related Documentation<a href="#related-documentation" class="hash-link" aria-label="Related Documentation的直接链接" title="Related Documentation的直接链接" translate="no"></a></h2>
|
||
<ul>
|
||
<li class=""><a class="" href="/docs/zh/workflows/introduction.mdx">Workflow Introduction</a> - Complete workflow guide</li>
|
||
<li class=""><a class="" href="/docs/zh/workflows/faq.mdx">Workflow FAQ</a> - Workflow-specific questions</li>
|
||
<li class=""><a class="" href="/docs/zh/commands/general/ccw">Command Reference</a> - All commands</li>
|
||
</ul>
|
||
<hr>
|
||
<p><strong>Still have questions?</strong> <a href="https://github.com/ccw/ccw/issues" target="_blank" rel="noopener noreferrer" class="">Open an issue</a> or check the <a href="https://github.com/ccw/ccw/discussions" target="_blank" rel="noopener noreferrer" class="">discussion forums</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_HJkF"><a href="https://github.com/ccw/docs/tree/main/docs/faq.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_UohW" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>编辑此页</a></div><div class="col lastUpdated_g62E"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="文件选项卡"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/zh/workflows/level-5-intelligent"><div class="pagination-nav__sublabel">上一页</div><div class="pagination-nav__label">Level 5: Intelligent</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_TN1Q thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#general-questions" class="table-of-contents__link toc-highlight">General Questions</a><ul><li><a href="#what-is-ccw" class="table-of-contents__link toc-highlight">What is CCW?</a></li><li><a href="#what-are-the-system-requirements" class="table-of-contents__link toc-highlight">What are the system requirements?</a></li><li><a href="#how-do-i-install-ccw" class="table-of-contents__link toc-highlight">How do I install CCW?</a></li><li><a href="#is-ccw-free-to-use" class="table-of-contents__link toc-highlight">Is CCW free to use?</a></li><li><a href="#what-programming-languages-are-supported" class="table-of-contents__link toc-highlight">What programming languages are supported?</a></li></ul></li><li><a href="#workflow-selection" class="table-of-contents__link toc-highlight">Workflow Selection</a><ul><li><a href="#how-do-i-choose-the-right-workflow" class="table-of-contents__link toc-highlight">How do I choose the right workflow?</a></li><li><a href="#whats-the-difference-between-main-workflow-and-issue-workflow" class="table-of-contents__link toc-highlight">What's the difference between Main Workflow and Issue Workflow?</a></li><li><a href="#what-are-minimum-execution-units" class="table-of-contents__link toc-highlight">What are Minimum Execution Units?</a></li><li><a href="#when-should-i-use-each-workflow-level" class="table-of-contents__link toc-highlight">When should I use each workflow level?</a></li></ul></li><li><a href="#command-usage" class="table-of-contents__link toc-highlight">Command Usage</a><ul><li><a href="#how-do-i-use-workflow-commands" class="table-of-contents__link toc-highlight">How do I use workflow commands?</a></li><li><a href="#what-is-the-difference-between-lite-execute-and-execute" class="table-of-contents__link toc-highlight">What is the difference between lite-execute and execute?</a></li><li><a href="#how-do-i-use-hotfix-mode" class="table-of-contents__link toc-highlight">How do I use hotfix mode?</a></li><li><a href="#how-do-i-resume-a-paused-session" class="table-of-contents__link toc-highlight">How do I resume a paused session?</a></li></ul></li><li><a href="#ai-models" class="table-of-contents__link toc-highlight">AI Models</a><ul><li><a href="#which-ai-models-does-ccw-support" class="table-of-contents__link toc-highlight">Which AI models does CCW support?</a></li><li><a href="#how-do-i-configure-api-keys" class="table-of-contents__link toc-highlight">How do I configure API keys?</a></li><li><a href="#what-is-multi-cli-collaboration" class="table-of-contents__link toc-highlight">What is multi-CLI collaboration?</a></li></ul></li><li><a href="#testing" class="table-of-contents__link toc-highlight">Testing</a><ul><li><a href="#how-do-i-add-tests-to-existing-code" class="table-of-contents__link toc-highlight">How do I add tests to existing code?</a></li><li><a href="#how-do-i-fix-failing-tests" class="table-of-contents__link toc-highlight">How do I fix failing tests?</a></li><li><a href="#what-is-tdd-test-driven-development" class="table-of-contents__link toc-highlight">What is TDD (Test-Driven Development)?</a></li></ul></li><li><a href="#troubleshooting" class="table-of-contents__link toc-highlight">Troubleshooting</a><ul><li><a href="#my-workflow-failed-what-should-i-do" class="table-of-contents__link toc-highlight">My workflow failed. What should I do?</a></li><li><a href="#how-do-i-skip-a-failing-task" class="table-of-contents__link toc-highlight">How do I skip a failing task?</a></li><li><a href="#how-do-i-clean-up-old-sessions" class="table-of-contents__link toc-highlight">How do I clean up old sessions?</a></li><li><a href="#why-is-my-workflow-running-slowly" class="table-of-contents__link toc-highlight">Why is my workflow running slowly?</a></li><li><a href="#how-do-i-debug-workflow-issues" class="table-of-contents__link toc-highlight">How do I debug workflow issues?</a></li></ul></li><li><a href="#integration" class="table-of-contents__link toc-highlight">Integration</a><ul><li><a href="#can-i-use-ccw-with-my-existing-cicd" class="table-of-contents__link toc-highlight">Can I use CCW with my existing CI/CD?</a></li><li><a href="#can-ccw-work-with-monorepos" class="table-of-contents__link toc-highlight">Can CCW work with monorepos?</a></li><li><a href="#how-do-i-migrate-from-another-tool" class="table-of-contents__link toc-highlight">How do I migrate from another tool?</a></li></ul></li><li><a href="#best-practices" class="table-of-contents__link toc-highlight">Best Practices</a><ul><li><a href="#what-are-the-workflow-best-practices" class="table-of-contents__link toc-highlight">What are the workflow best practices?</a></li><li><a href="#how-do-i-get-the-most-out-of-ai-assistance" class="table-of-contents__link toc-highlight">How do I get the most out of AI assistance?</a></li></ul></li><li><a href="#related-documentation" class="table-of-contents__link toc-highlight">Related Documentation</a></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2026 CCW. 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