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c6093ef741
- Implemented CliCommandNode component for executing CLI tools with AI models. - Implemented PromptNode component for constructing AI prompts with context. - Added styling for mode and tool badges in both components. - Enhanced user experience with command and argument previews, execution status, and error handling. test: add comprehensive tests for ask_question tool - Created direct test for ask_question tool execution. - Developed end-to-end tests to validate ask_question tool integration with WebSocket and A2UI surfaces. - Implemented simple and integrated WebSocket tests to ensure proper message handling and surface reception. - Added tool registration test to verify ask_question tool is correctly registered. chore: add WebSocket listener and simulation tests - Added WebSocket listener for A2UI surfaces to facilitate testing. - Implemented frontend simulation test to validate complete flow from backend to frontend. - Created various test scripts to ensure robust testing of ask_question tool functionality.
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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" href="/docs/docs/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="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workflows</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Level 1: Ultra Lightweight</span></li></ul></nav><div class="tocCollapsible_O_Qc theme-doc-toc-mobile tocMobile_tjDr"><button type="button" class="clean-btn tocCollapsibleButton_htYj">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Level 1: Ultra-Lightweight Workflows</h1></header>
|
||
<p><strong>Complexity</strong>: Low | <strong>Artifacts</strong>: None | <strong>State</strong>: Stateless | <strong>Iteration</strong>: Via AskUser</p>
|
||
<p>The simplest workflow for immediate simple tasks - minimal overhead, direct execution.</p>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="overview">Overview<a href="#overview" class="hash-link" aria-label="Direct link to Overview" title="Direct link to Overview" translate="no"></a></h2>
|
||
<p>Level 1 workflows are designed for quick, straightforward tasks that don't require planning, documentation, or persistent state. They execute directly from input to completion.</p>
|
||
<!-- -->
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="included-workflow-lite-lite-lite">Included Workflow: lite-lite-lite<a href="#included-workflow-lite-lite-lite" class="hash-link" aria-label="Direct link to Included Workflow: lite-lite-lite" title="Direct link to Included Workflow: lite-lite-lite" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="command">Command<a href="#command" class="hash-link" aria-label="Direct link to Command" title="Direct link to Command" 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:lite-lite-lite</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 CCW auto-selects for simple tasks</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="flow-diagram">Flow Diagram<a href="#flow-diagram" class="hash-link" aria-label="Direct link to Flow Diagram" title="Direct link to Flow Diagram" translate="no"></a></h3>
|
||
<!-- -->
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="characteristics">Characteristics<a href="#characteristics" class="hash-link" aria-label="Direct link to Characteristics" title="Direct link to Characteristics" translate="no"></a></h3>
|
||
<table><thead><tr><th>Property</th><th>Value</th></tr></thead><tbody><tr><td><strong>Complexity</strong></td><td>Low</td></tr><tr><td><strong>Artifacts</strong></td><td>None (no intermediate files)</td></tr><tr><td><strong>State</strong></td><td>Stateless</td></tr><tr><td><strong>CLI Selection</strong></td><td>Auto-analyze task type</td></tr><tr><td><strong>Iteration</strong></td><td>Via AskUser interaction</td></tr></tbody></table>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="process-phases">Process Phases<a href="#process-phases" class="hash-link" aria-label="Direct link to Process Phases" title="Direct link to Process Phases" translate="no"></a></h3>
|
||
<ol>
|
||
<li class="">
|
||
<p><strong>Input Analysis</strong></p>
|
||
<ul>
|
||
<li class="">Parse user input for task intent</li>
|
||
<li class="">Detect complexity level</li>
|
||
<li class="">Identify required CLI tools</li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>Optional Clarification</strong> (if clarity_score < 2)</p>
|
||
<ul>
|
||
<li class="">Goal: Create/Fix/Optimize/Analyze</li>
|
||
<li class="">Scope: Single file/Module/Cross-module</li>
|
||
<li class="">Constraints: Backward compat/Skip tests/Urgent hotfix</li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>CLI Auto-Selection</strong></p>
|
||
<ul>
|
||
<li class="">Task type -> CLI tool mapping</li>
|
||
<li class="">Parallel analysis across multiple tools</li>
|
||
<li class="">Aggregated result presentation</li>
|
||
</ul>
|
||
</li>
|
||
<li class="">
|
||
<p><strong>Direct Execution</strong></p>
|
||
<ul>
|
||
<li class="">Execute changes immediately</li>
|
||
<li class="">No intermediate artifacts</li>
|
||
<li class="">Optional iteration via AskUser</li>
|
||
</ul>
|
||
</li>
|
||
</ol>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="cli-selection-logic">CLI Selection Logic<a href="#cli-selection-logic" class="hash-link" aria-label="Direct link to CLI Selection Logic" title="Direct link to CLI Selection Logic" translate="no"></a></h3>
|
||
<div class="language-javascript codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-javascript codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token keyword" style="font-style:italic">function</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">selectCLI</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">task</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 plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">const</span><span class="token plain"> patterns </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 string-property property">'gemini'</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token regex regex-delimiter">/</span><span class="token regex regex-source language-regex">analyze</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">review</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">understand</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">explore</span><span class="token regex regex-delimiter">/</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 string-property property">'codex'</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token regex regex-delimiter">/</span><span class="token regex regex-source language-regex">implement</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">generate</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">create</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">write code</span><span class="token regex regex-delimiter">/</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 string-property property">'claude'</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token regex regex-delimiter">/</span><span class="token regex regex-source language-regex">debug</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">fix</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">optimize</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">refactor</span><span class="token regex regex-delimiter">/</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 string-property property">'qwen'</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token regex regex-delimiter">/</span><span class="token regex regex-source language-regex">consult</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">discuss</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">compare</span><span class="token regex regex-delimiter">/</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">for</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token keyword" style="font-style:italic">const</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain">cli</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> pattern</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"> </span><span class="token keyword" style="font-style:italic">of</span><span class="token plain"> Object</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">entries</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">patterns</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><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 keyword" style="font-style:italic">if</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">pattern</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">test</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">task</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><span class="token keyword" style="font-style:italic">return</span><span class="token plain"> cli</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 keyword" style="font-style:italic">return</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'gemini'</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic">// Default</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>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="use-cases">Use Cases<a href="#use-cases" class="hash-link" aria-label="Direct link to Use Cases" title="Direct link to Use Cases" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="when-to-use">When to Use<a href="#when-to-use" class="hash-link" aria-label="Direct link to When to Use" title="Direct link to When to Use" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">Quick fixes (simple typos, minor adjustments)</li>
|
||
<li class="">Simple feature additions (single function, small utility)</li>
|
||
<li class="">Configuration adjustments (environment variables, config files)</li>
|
||
<li class="">Small-scope renaming (variable names, function names)</li>
|
||
<li class="">Documentation updates (readme, comments)</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="when-not-to-use">When NOT to Use<a href="#when-not-to-use" class="hash-link" aria-label="Direct link to When NOT to Use" title="Direct link to When NOT to Use" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">Multi-module changes (use Level 2+)</li>
|
||
<li class="">Need persistent records (use Level 3+)</li>
|
||
<li class="">Complex refactoring (use Level 3-4)</li>
|
||
<li class="">Test-driven development (use Level 3 TDD)</li>
|
||
<li class="">Architecture design (use Level 4-5)</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="examples">Examples<a href="#examples" class="hash-link" aria-label="Direct link to Examples" title="Direct link to Examples" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="example-1-quick-fix">Example 1: Quick Fix<a href="#example-1-quick-fix" class="hash-link" aria-label="Direct link to Example 1: Quick Fix" title="Direct link to Example 1: Quick Fix" 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:lite-lite-lite </span><span class="token string" style="color:rgb(195, 232, 141)">"Fix typo in function name: getUserData"</span><br></span></code></pre></div></div>
|
||
<p><strong>Flow</strong>:</p>
|
||
<ol>
|
||
<li class="">Detect: Simple typo fix</li>
|
||
<li class="">Select: Codex for refactoring</li>
|
||
<li class="">Execute: Direct rename across files</li>
|
||
<li class="">Complete: No artifacts generated</li>
|
||
</ol>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="example-2-simple-feature">Example 2: Simple Feature<a href="#example-2-simple-feature" class="hash-link" aria-label="Direct link to Example 2: Simple Feature" title="Direct link to Example 2: Simple Feature" 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:lite-lite-lite </span><span class="token string" style="color:rgb(195, 232, 141)">"Add logging to user login function"</span><br></span></code></pre></div></div>
|
||
<p><strong>Flow</strong>:</p>
|
||
<ol>
|
||
<li class="">Detect: Single-module feature</li>
|
||
<li class="">Select: Claude for implementation</li>
|
||
<li class="">Clarify: Log level? Output destination?</li>
|
||
<li class="">Execute: Add log statements</li>
|
||
<li class="">Complete: Working code</li>
|
||
</ol>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="example-3-config-adjustment">Example 3: Config Adjustment<a href="#example-3-config-adjustment" class="hash-link" aria-label="Direct link to Example 3: Config Adjustment" title="Direct link to Example 3: Config Adjustment" 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:lite-lite-lite </span><span class="token string" style="color:rgb(195, 232, 141)">"Update API timeout to 30 seconds"</span><br></span></code></pre></div></div>
|
||
<p><strong>Flow</strong>:</p>
|
||
<ol>
|
||
<li class="">Detect: Config change</li>
|
||
<li class="">Select: Gemini for analysis</li>
|
||
<li class="">Analysis: Find all timeout configs</li>
|
||
<li class="">Execute: Update values</li>
|
||
<li class="">Complete: Configuration updated</li>
|
||
</ol>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="pros--cons">Pros & Cons<a href="#pros--cons" class="hash-link" aria-label="Direct link to Pros & Cons" title="Direct link to Pros & Cons" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="pros">Pros<a href="#pros" class="hash-link" aria-label="Direct link to Pros" title="Direct link to Pros" translate="no"></a></h3>
|
||
<table><thead><tr><th>Benefit</th><th>Description</th></tr></thead><tbody><tr><td><strong>Speed</strong></td><td>Fastest workflow, zero overhead</td></tr><tr><td><strong>Simplicity</strong></td><td>No planning or documentation</td></tr><tr><td><strong>Direct</strong></td><td>Input -> Execute -> Complete</td></tr><tr><td><strong>No Artifacts</strong></td><td>Clean workspace, no file clutter</td></tr><tr><td><strong>Low Cognitive Load</strong></td><td>Simple, straightforward execution</td></tr></tbody></table>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="cons">Cons<a href="#cons" class="hash-link" aria-label="Direct link to Cons" title="Direct link to Cons" translate="no"></a></h3>
|
||
<table><thead><tr><th>Limitation</th><th>Description</th></tr></thead><tbody><tr><td><strong>No Trace</strong></td><td>No record of changes made</td></tr><tr><td><strong>No Planning</strong></td><td>Can't handle complex tasks</td></tr><tr><td><strong>No Review</strong></td><td>No built-in code review</td></tr><tr><td><strong>Limited Scope</strong></td><td>Single-module only</td></tr><tr><td><strong>No Rollback</strong></td><td>Changes are immediate</td></tr></tbody></table>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="comparison-with-other-levels">Comparison with Other Levels<a href="#comparison-with-other-levels" class="hash-link" aria-label="Direct link to Comparison with Other Levels" title="Direct link to Comparison with Other Levels" translate="no"></a></h2>
|
||
<table><thead><tr><th>Aspect</th><th>Level 1</th><th>Level 2</th><th>Level 3</th></tr></thead><tbody><tr><td><strong>Planning</strong></td><td>None</td><td>In-memory</td><td>Persistent</td></tr><tr><td><strong>Artifacts</strong></td><td>None</td><td>Memory files</td><td>Session files</td></tr><tr><td><strong>Complexity</strong></td><td>Low</td><td>Low-Medium</td><td>Medium-High</td></tr><tr><td><strong>Traceability</strong></td><td>No</td><td>Partial</td><td>Full</td></tr><tr><td><strong>Review</strong></td><td>No</td><td>Optional</td><td>Built-in</td></tr></tbody></table>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="when-to-graduate-to-higher-levels">When to Graduate to Higher Levels<a href="#when-to-graduate-to-higher-levels" class="hash-link" aria-label="Direct link to When to Graduate to Higher Levels" title="Direct link to When to Graduate to Higher Levels" translate="no"></a></h2>
|
||
<p><strong>Signs you need Level 2+</strong>:</p>
|
||
<ul>
|
||
<li class="">Task involves multiple modules</li>
|
||
<li class="">Need to track progress</li>
|
||
<li class="">Requirements need clarification</li>
|
||
<li class="">Want code review</li>
|
||
<li class="">Need test generation</li>
|
||
</ul>
|
||
<p><strong>Migration path</strong>:</p>
|
||
<!-- -->
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="related-workflows">Related Workflows<a href="#related-workflows" class="hash-link" aria-label="Direct link to Related Workflows" title="Direct link to Related Workflows" translate="no"></a></h2>
|
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<ul>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-2-rapid">Level 2: Rapid Workflows</a> - Next level up with planning</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-3-standard">Level 3: Standard Workflows</a> - Full session management</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/faq">FAQ</a> - Common questions</li>
|
||
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