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- 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">Introduction</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>Workflow Introduction</h1></header>
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<p>CCW provides two workflow systems: <strong>Main Workflow</strong> and <strong>Issue Workflow</strong>, working together to cover the complete software development lifecycle.</p>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="workflow-architecture-overview">Workflow Architecture Overview<a href="#workflow-architecture-overview" class="hash-link" aria-label="Direct link to Workflow Architecture Overview" title="Direct link to Workflow Architecture Overview" translate="no"></a></h2>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="main-workflow-vs-issue-workflow">Main Workflow vs Issue Workflow<a href="#main-workflow-vs-issue-workflow" class="hash-link" aria-label="Direct link to Main Workflow vs Issue Workflow" title="Direct link to Main Workflow vs Issue Workflow" translate="no"></a></h2>
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<table><thead><tr><th>Aspect</th><th>Main Workflow</th><th>Issue Workflow</th></tr></thead><tbody><tr><td><strong>Purpose</strong></td><td>Primary development cycle</td><td>Post-development maintenance</td></tr><tr><td><strong>Timing</strong></td><td>Feature 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 + Agent parallel</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>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="why-main-workflow-doesnt-use-worktree-automatically">Why Main Workflow Doesn't Use Worktree Automatically?<a href="#why-main-workflow-doesnt-use-worktree-automatically" class="hash-link" aria-label="Direct link to Why Main Workflow Doesn't Use Worktree Automatically?" title="Direct link to Why Main Workflow Doesn't Use Worktree Automatically?" translate="no"></a></h3>
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<p><strong>Dependency analysis already solves parallelism</strong>:</p>
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<ol>
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<li class="">Planning phase (<code>/workflow:plan</code>) performs dependency analysis</li>
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<li class="">Automatically identifies task dependencies and critical paths</li>
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<li class="">Partitions into <strong>parallel groups</strong> (independent tasks) and <strong>serial chains</strong> (dependent tasks)</li>
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<li class="">Agents execute independent tasks in parallel without filesystem isolation</li>
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</ol>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="why-issue-workflow-supports-worktree">Why Issue Workflow Supports Worktree?<a href="#why-issue-workflow-supports-worktree" class="hash-link" aria-label="Direct link to Why Issue Workflow Supports Worktree?" title="Direct link to Why Issue Workflow Supports Worktree?" translate="no"></a></h3>
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<p>Issue Workflow serves as a <strong>supplementary mechanism</strong> with different scenarios:</p>
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<ol>
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<li class="">Main development complete, merged to <code>main</code></li>
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<li class="">Issues discovered requiring fixes</li>
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<li class="">Need to fix without affecting current development</li>
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<li class="">Worktree isolation keeps main branch stable</li>
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</ol>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="15-workflow-levels-explained">15 Workflow Levels Explained<a href="#15-workflow-levels-explained" class="hash-link" aria-label="Direct link to 15 Workflow Levels Explained" title="Direct link to 15 Workflow Levels Explained" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-1-rapid-execution">Level 1: Rapid Execution<a href="#level-1-rapid-execution" class="hash-link" aria-label="Direct link to Level 1: Rapid Execution" title="Direct link to Level 1: Rapid Execution" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Low | <strong>Artifacts</strong>: None | <strong>State</strong>: Stateless</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>lite-lite-lite</code></td><td>Ultra-lightweight direct execution with zero overhead</td></tr></tbody></table>
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<p><strong>Best for</strong>: Quick fixes, simple features, config adjustments</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-2-lightweight-planning">Level 2: Lightweight Planning<a href="#level-2-lightweight-planning" class="hash-link" aria-label="Direct link to Level 2: Lightweight Planning" title="Direct link to Level 2: Lightweight Planning" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Low-Medium | <strong>Artifacts</strong>: Memory/Lightweight files | <strong>State</strong>: Session-scoped</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>lite-plan</code></td><td>In-memory planning for clear requirements</td></tr><tr><td><code>lite-fix</code></td><td>Intelligent bug diagnosis and fix</td></tr><tr><td><code>multi-cli-plan</code></td><td>Multi-CLI collaborative analysis</td></tr></tbody></table>
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<p><strong>Best for</strong>: Single-module features, bug fixes, technology selection</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-25-bridge-workflow">Level 2.5: Bridge Workflow<a href="#level-25-bridge-workflow" class="hash-link" aria-label="Direct link to Level 2.5: Bridge Workflow" title="Direct link to Level 2.5: Bridge Workflow" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Low-Medium | <strong>Purpose</strong>: Lightweight to Issue transition</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>rapid-to-issue</code></td><td>Bridge from quick planning to issue workflow</td></tr></tbody></table>
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<p><strong>Best for</strong>: Converting lightweight plans to issue tracking</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-3-standard-planning">Level 3: Standard Planning<a href="#level-3-standard-planning" class="hash-link" aria-label="Direct link to Level 3: Standard Planning" title="Direct link to Level 3: Standard Planning" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Medium-High | <strong>Artifacts</strong>: Persistent session files | <strong>State</strong>: Full session management</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>plan</code></td><td>Complex feature development with 5 phases</td></tr><tr><td><code>tdd-plan</code></td><td>Test-driven development with Red-Green-Refactor</td></tr><tr><td><code>test-fix-gen</code></td><td>Test fix generation with progressive layers</td></tr></tbody></table>
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<p><strong>Best for</strong>: Multi-module changes, refactoring, TDD development</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="with-file-workflows-level-3-4">With-File Workflows (Level 3-4)<a href="#with-file-workflows-level-3-4" class="hash-link" aria-label="Direct link to With-File Workflows (Level 3-4)" title="Direct link to With-File Workflows (Level 3-4)" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Medium-High | <strong>Artifacts</strong>: Documented exploration | <strong>Multi-CLI</strong>: Yes</p>
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<table><thead><tr><th>Workflow</th><th>Description</th><th>Level</th></tr></thead><tbody><tr><td><code>brainstorm-with-file</code></td><td>Multi-perspective ideation</td><td>4</td></tr><tr><td><code>debug-with-file</code></td><td>Hypothesis-driven debugging</td><td>3</td></tr><tr><td><code>analyze-with-file</code></td><td>Collaborative analysis</td><td>3</td></tr></tbody></table>
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<p><strong>Best for</strong>: Documented exploration with multi-CLI collaboration</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-4-brainstorming">Level 4: Brainstorming<a href="#level-4-brainstorming" class="hash-link" aria-label="Direct link to Level 4: Brainstorming" title="Direct link to Level 4: Brainstorming" translate="no"></a></h3>
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<p><strong>Complexity</strong>: High | <strong>Artifacts</strong>: Multi-role analysis docs | <strong>Roles</strong>: 3-9</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>brainstorm:auto-parallel</code></td><td>Multi-role brainstorming with synthesis</td></tr></tbody></table>
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<p><strong>Best for</strong>: New feature design, architecture refactoring, exploratory requirements</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="level-5-intelligent-orchestration">Level 5: Intelligent Orchestration<a href="#level-5-intelligent-orchestration" class="hash-link" aria-label="Direct link to Level 5: Intelligent Orchestration" title="Direct link to Level 5: Intelligent Orchestration" translate="no"></a></h3>
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<p><strong>Complexity</strong>: All levels | <strong>Artifacts</strong>: Full state persistence | <strong>Automation</strong>: Complete</p>
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<table><thead><tr><th>Workflow</th><th>Description</th></tr></thead><tbody><tr><td><code>ccw-coordinator</code></td><td>Auto-analyze & recommend command chains</td></tr></tbody></table>
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<p><strong>Best for</strong>: Complex multi-step workflows, uncertain commands, end-to-end automation</p>
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<hr>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="issue-workflow">Issue Workflow<a href="#issue-workflow" class="hash-link" aria-label="Direct link to Issue Workflow" title="Direct link to Issue Workflow" translate="no"></a></h3>
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<p><strong>Complexity</strong>: Variable | <strong>Artifacts</strong>: Issue records | <strong>Isolation</strong>: Worktree optional</p>
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<table><thead><tr><th>Phase</th><th>Commands</th></tr></thead><tbody><tr><td><strong>Accumulation</strong></td><td><code>discover</code>, <code>discover-by-prompt</code>, <code>new</code></td></tr><tr><td><strong>Resolution</strong></td><td><code>plan --all-pending</code>, <code>queue</code>, <code>execute</code></td></tr></tbody></table>
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<p><strong>Best for</strong>: Post-development issue fixes, maintaining main branch stability</p>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="choosing-the-right-workflow">Choosing the Right Workflow<a href="#choosing-the-right-workflow" class="hash-link" aria-label="Direct link to Choosing the Right Workflow" title="Direct link to Choosing the Right Workflow" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="quick-selection-table">Quick Selection Table<a href="#quick-selection-table" class="hash-link" aria-label="Direct link to Quick Selection Table" title="Direct link to Quick Selection Table" translate="no"></a></h3>
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<table><thead><tr><th>Scenario</th><th>Recommended Workflow</th><th>Level</th></tr></thead><tbody><tr><td>Quick fixes, config adjustments</td><td><code>lite-lite-lite</code></td><td>1</td></tr><tr><td>Clear single-module features</td><td><code>lite-plan -> lite-execute</code></td><td>2</td></tr><tr><td>Bug diagnosis and fix</td><td><code>lite-fix</code></td><td>2</td></tr><tr><td>Production emergencies</td><td><code>lite-fix --hotfix</code></td><td>2</td></tr><tr><td>Technology selection, solution comparison</td><td><code>multi-cli-plan -> lite-execute</code></td><td>2</td></tr><tr><td>Multi-module changes, refactoring</td><td><code>plan -> verify -> execute</code></td><td>3</td></tr><tr><td>Test-driven development</td><td><code>tdd-plan -> execute -> tdd-verify</code></td><td>3</td></tr><tr><td>Test failure fixes</td><td><code>test-fix-gen -> test-cycle-execute</code></td><td>3</td></tr><tr><td>New features, architecture design</td><td><code>brainstorm:auto-parallel -> plan -> execute</code></td><td>4</td></tr><tr><td>Complex multi-step workflows, uncertain commands</td><td><code>ccw-coordinator</code></td><td>5</td></tr><tr><td>Post-development issue fixes</td><td>Issue Workflow</td><td>-</td></tr></tbody></table>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="decision-flowchart">Decision Flowchart<a href="#decision-flowchart" class="hash-link" aria-label="Direct link to Decision Flowchart" title="Direct link to Decision Flowchart" translate="no"></a></h3>
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<!-- -->
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="complexity-indicators">Complexity Indicators<a href="#complexity-indicators" class="hash-link" aria-label="Direct link to Complexity Indicators" title="Direct link to Complexity Indicators" translate="no"></a></h3>
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<p>System auto-evaluates complexity based on keywords:</p>
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<table><thead><tr><th>Weight</th><th>Keywords</th></tr></thead><tbody><tr><td>+2</td><td>refactor, migrate, architect, system</td></tr><tr><td>+2</td><td>multiple, across, all, entire</td></tr><tr><td>+1</td><td>integrate, api, database</td></tr><tr><td>+1</td><td>security, performance, scale</td></tr></tbody></table>
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<ul>
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<li class=""><strong>High complexity</strong> (>=4): Auto-select Level 3-4</li>
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<li class=""><strong>Medium complexity</strong> (2-3): Auto-select Level 2</li>
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<li class=""><strong>Low complexity</strong> (<2): Auto-select Level 1</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="minimum-execution-units">Minimum Execution Units<a href="#minimum-execution-units" class="hash-link" aria-label="Direct link to Minimum Execution Units" title="Direct link to Minimum Execution Units" translate="no"></a></h2>
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<p><strong>Definition</strong>: A set of commands that must execute together as an atomic group to achieve a meaningful workflow milestone.</p>
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<table><thead><tr><th>Unit Name</th><th>Commands</th><th>Purpose</th></tr></thead><tbody><tr><td><strong>Quick Implementation</strong></td><td>lite-plan -> lite-execute</td><td>Lightweight plan and execution</td></tr><tr><td><strong>Multi-CLI Planning</strong></td><td>multi-cli-plan -> lite-execute</td><td>Multi-perspective analysis and execution</td></tr><tr><td><strong>Bug Fix</strong></td><td>lite-fix -> lite-execute</td><td>Bug diagnosis and fix execution</td></tr><tr><td><strong>Verified Planning</strong></td><td>plan -> plan-verify -> execute</td><td>Planning with verification and execution</td></tr><tr><td><strong>TDD Planning</strong></td><td>tdd-plan -> execute</td><td>Test-driven development planning and execution</td></tr><tr><td><strong>Test Validation</strong></td><td>test-fix-gen -> test-cycle-execute</td><td>Generate test tasks and execute test-fix cycle</td></tr><tr><td><strong>Code Review</strong></td><td>review-session-cycle -> review-cycle-fix</td><td>Complete review cycle and apply fixes</td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="next-steps">Next Steps<a href="#next-steps" class="hash-link" aria-label="Direct link to Next Steps" title="Direct link to Next Steps" translate="no"></a></h2>
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<ul>
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<li class=""><a class="" href="/docs/docs/workflows/level-1-ultra-lightweight">Level 1: Ultra-Lightweight Workflows</a> - Learn about rapid execution</li>
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<li class=""><a class="" href="/docs/docs/workflows/level-2-rapid">Level 2: Rapid Workflows</a> - Lightweight planning and bug fixes</li>
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<li class=""><a class="" href="/docs/docs/workflows/level-3-standard">Level 3: Standard Workflows</a> - Complete planning and TDD</li>
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<li class=""><a class="" href="/docs/docs/workflows/level-4-brainstorm">Level 4: Brainstorm Workflows</a> - Multi-role exploration</li>
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<li class=""><a class="" href="/docs/docs/workflows/level-5-intelligent">Level 5: Intelligent Workflows</a> - Automated orchestration</li>
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<li class=""><a class="" href="/docs/docs/workflows/faq">FAQ</a> - Common questions and answers</li>
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