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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">Level 5: Intelligent</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 5: Intelligent Workflows</h1></header>
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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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<p>Level 5 workflows provide the most intelligent automation - automated command chain orchestration with sequential execution and state persistence. They auto-analyze requirements, recommend optimal command chains, and execute end-to-end.</p>
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<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>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="included-workflow-ccw-coordinator">Included Workflow: ccw-coordinator<a href="#included-workflow-ccw-coordinator" class="hash-link" aria-label="Direct link to Included Workflow: ccw-coordinator" title="Direct link to Included Workflow: ccw-coordinator" translate="no"></a></h2>
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<p><strong>Auto-analyze & recommend command chains with sequential execution</strong></p>
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<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>
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<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-coordinator </span><span class="token string" style="color:rgb(195, 232, 141)">"Implement user authentication with OAuth2"</span><span class="token plain"></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 simply</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/ccw </span><span class="token string" style="color:rgb(195, 232, 141)">"Add user authentication"</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="core-concept-minimum-execution-units">Core Concept: Minimum Execution Units<a href="#core-concept-minimum-execution-units" class="hash-link" aria-label="Direct link to Core Concept: Minimum Execution Units" title="Direct link to Core Concept: Minimum Execution Units" translate="no"></a></h3>
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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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<p><strong>Why This Matters</strong>:</p>
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<ul>
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<li class=""><strong>Prevents Incomplete States</strong>: Avoid stopping after task generation without execution</li>
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<li class=""><strong>User Experience</strong>: User gets complete results, not intermediate artifacts requiring manual follow-up</li>
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<li class=""><strong>Workflow Integrity</strong>: Maintains logical coherence of multi-step operations</li>
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</ul>
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<h3 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></h3>
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<h4 class="anchor anchorTargetStickyNavbar_SAay" id="planning--execution-units">Planning + Execution Units<a href="#planning--execution-units" class="hash-link" aria-label="Direct link to Planning + Execution Units" title="Direct link to Planning + Execution Units" translate="no"></a></h4>
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<table><thead><tr><th>Unit Name</th><th>Commands</th><th>Purpose</th><th>Output</th></tr></thead><tbody><tr><td><strong>Quick Implementation</strong></td><td>lite-plan -> lite-execute</td><td>Lightweight plan and immediate execution</td><td>Working code</td></tr><tr><td><strong>Multi-CLI Planning</strong></td><td>multi-cli-plan -> lite-execute</td><td>Multi-perspective analysis and execution</td><td>Working code</td></tr><tr><td><strong>Bug Fix</strong></td><td>lite-fix -> lite-execute</td><td>Quick bug diagnosis and fix execution</td><td>Fixed code</td></tr><tr><td><strong>Full Planning + Execution</strong></td><td>plan -> execute</td><td>Detailed planning and execution</td><td>Working code</td></tr><tr><td><strong>Verified Planning + Execution</strong></td><td>plan -> plan-verify -> execute</td><td>Planning with verification and execution</td><td>Working code</td></tr><tr><td><strong>Replanning + Execution</strong></td><td>replan -> execute</td><td>Update plan and execute changes</td><td>Working code</td></tr><tr><td><strong>TDD Planning + Execution</strong></td><td>tdd-plan -> execute</td><td>Test-driven development planning and execution</td><td>Working code</td></tr><tr><td><strong>Test Generation + Execution</strong></td><td>test-gen -> execute</td><td>Generate test suite and execute</td><td>Generated tests</td></tr></tbody></table>
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<h4 class="anchor anchorTargetStickyNavbar_SAay" id="testing-units">Testing Units<a href="#testing-units" class="hash-link" aria-label="Direct link to Testing Units" title="Direct link to Testing Units" translate="no"></a></h4>
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<table><thead><tr><th>Unit Name</th><th>Commands</th><th>Purpose</th><th>Output</th></tr></thead><tbody><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><td>Tests passed</td></tr></tbody></table>
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<h4 class="anchor anchorTargetStickyNavbar_SAay" id="review-units">Review Units<a href="#review-units" class="hash-link" aria-label="Direct link to Review Units" title="Direct link to Review Units" translate="no"></a></h4>
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<table><thead><tr><th>Unit Name</th><th>Commands</th><th>Purpose</th><th>Output</th></tr></thead><tbody><tr><td><strong>Code Review (Session)</strong></td><td>review-session-cycle -> review-fix</td><td>Complete review cycle and apply fixes</td><td>Fixed code</td></tr><tr><td><strong>Code Review (Module)</strong></td><td>review-module-cycle -> review-fix</td><td>Module review cycle and apply fixes</td><td>Fixed code</td></tr></tbody></table>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="3-phase-workflow">3-Phase Workflow<a href="#3-phase-workflow" class="hash-link" aria-label="Direct link to 3-Phase Workflow" title="Direct link to 3-Phase Workflow" translate="no"></a></h3>
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<h4 class="anchor anchorTargetStickyNavbar_SAay" id="phase-1-analyze-requirements">Phase 1: Analyze Requirements<a href="#phase-1-analyze-requirements" class="hash-link" aria-label="Direct link to Phase 1: Analyze Requirements" title="Direct link to Phase 1: Analyze Requirements" translate="no"></a></h4>
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<p>Parse task description to extract: goal, scope, constraints, complexity, and task type.</p>
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<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)">analyzeRequirements</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">taskDescription</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">return</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 literal-property property">goal</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">extractMainGoal</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">taskDescription</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// e.g., "Implement user registration"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">scope</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">extractScope</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">taskDescription</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// e.g., ["auth", "user_management"]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">constraints</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">extractConstraints</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">taskDescription</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// e.g., ["no breaking changes"]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">complexity</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">determineComplexity</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">taskDescription</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// 'simple' | 'medium' | 'complex'</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">task_type</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">detectTaskType</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">taskDescription</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">// See task type patterns below</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" 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">// Task Type Detection Patterns</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">function</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">detectTaskType</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">text</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// Priority order (first match wins)</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 regex regex-delimiter">/</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">bug</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">error</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">crash</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">fail</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</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">diagnose</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'bugfix'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">tdd</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">test-driven</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">test first</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'tdd'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">test fail</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 test</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">failing test</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'test-fix'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">generate test</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">add test</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'test-gen'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">review</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'review'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">explore</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">brainstorm</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'brainstorm'</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">multi-perspective</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">comparison</span><span class="token regex regex-delimiter">/</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">text</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"> </span><span class="token string" style="color:rgb(195, 232, 141)">'multi-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 keyword" style="font-style:italic">return</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'feature'</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><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">// Complexity Assessment</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">function</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">determineComplexity</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">text</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">let</span><span class="token plain"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">refactor</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">migrate</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">architect</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">system</span><span class="token regex regex-delimiter">/</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">text</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"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token 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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">multiple</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">across</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">all</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">entire</span><span class="token regex regex-delimiter">/</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">text</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"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token 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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">integrate</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">api</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">database</span><span class="token regex regex-delimiter">/</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">text</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"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token 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 regex regex-delimiter">/</span><span class="token regex regex-source language-regex">security</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">performance</span><span class="token regex regex-source language-regex alternation keyword" style="font-style:italic">|</span><span class="token regex regex-source language-regex">scale</span><span class="token regex regex-delimiter">/</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">text</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"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">return</span><span class="token plain"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">>=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">4</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">?</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'complex'</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> score </span><span class="token operator" style="color:rgb(137, 221, 255)">>=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">?</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'medium'</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'simple'</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div>
|
||
<h4 class="anchor anchorTargetStickyNavbar_SAay" id="phase-2-discover-commands--recommend-chain">Phase 2: Discover Commands & Recommend Chain<a href="#phase-2-discover-commands--recommend-chain" class="hash-link" aria-label="Direct link to Phase 2: Discover Commands & Recommend Chain" title="Direct link to Phase 2: Discover Commands & Recommend Chain" translate="no"></a></h4>
|
||
<p>Dynamic command chain assembly using port-based matching.</p>
|
||
<p><strong>Display to user</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">Recommended Command Chain:</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">Pipeline (visual):</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">Requirement -> lite-plan -> Plan -> lite-execute -> Code -> test-cycle-execute -> Tests Passed</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">Commands:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">1. /workflow:lite-plan</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">2. /workflow:lite-execute</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">3. /workflow:test-cycle-execute</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">Proceed? [Confirm / Show Details / Adjust / Cancel]</span><br></span></code></pre></div></div>
|
||
<h4 class="anchor anchorTargetStickyNavbar_SAay" id="phase-3-execute-sequential-command-chain">Phase 3: Execute Sequential Command Chain<a href="#phase-3-execute-sequential-command-chain" class="hash-link" aria-label="Direct link to Phase 3: Execute Sequential Command Chain" title="Direct link to Phase 3: Execute Sequential Command Chain" translate="no"></a></h4>
|
||
<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">async</span><span class="token plain"> </span><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)">executeCommandChain</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">chain</span><span class="token parameter punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token parameter"> analysis</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"> sessionId </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string string" style="color:rgb(195, 232, 141)">ccw-coord-</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">Date</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token template-string interpolation function" style="color:rgb(130, 170, 255)">now</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">const</span><span class="token plain"> stateDir </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string string" style="color:rgb(195, 232, 141)">.workflow/.ccw-coordinator/</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">sessionId</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</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">// Initialize state</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"> state </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 literal-property property">session_id</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> sessionId</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 literal-property property">status</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'running'</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 literal-property property">created_at</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword" style="font-style:italic">new</span><span class="token plain"> </span><span class="token class-name" style="color:rgb(255, 203, 107)">Date</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 punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">toISOString</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 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 literal-property property">analysis</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> analysis</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 literal-property property">command_chain</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> chain</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">map</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 parameter">cmd</span><span class="token parameter punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token parameter"> idx</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"> </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 operator" style="color:rgb(137, 221, 255)">...</span><span class="token plain">cmd</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token literal-property property">index</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> idx</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token literal-property property">status</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'pending'</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 punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">execution_results</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 punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">prompts_used</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 punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" 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">// Save initial 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)">Write</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">stateDir</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">/state.json</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token constant" style="color:rgb(130, 170, 255)">JSON</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">stringify</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">state</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">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token 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">let</span><span class="token plain"> i </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"> i </span><span class="token operator" style="color:rgb(137, 221, 255)"><</span><span class="token plain"> chain</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">length</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"> i</span><span class="token operator" style="color:rgb(137, 221, 255)">++</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"> cmd </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> chain</span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain">i</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 comment" style="color:rgb(105, 112, 152);font-style:italic">// Assemble prompt</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">let</span><span class="token plain"> prompt </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">formatCommand</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">cmd</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">execution_results</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> analysis</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"> prompt </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string string" style="color:rgb(195, 232, 141)">\n\nTask: </span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">analysis</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token template-string interpolation">goal</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</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">state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">execution_results</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">length </span><span class="token operator" style="color:rgb(137, 221, 255)">></span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</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"> prompt </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'\n\nPrevious results:\n'</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"> state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">execution_results</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">forEach</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token parameter">r</span><span class="token plain"> </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 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">r</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><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"> prompt </span><span class="token operator" style="color:rgb(137, 221, 255)">+=</span><span class="token plain"> </span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string string" style="color:rgb(195, 232, 141)">- </span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">r</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token template-string interpolation">command</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">: </span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">r</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token template-string interpolation">session_id</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">\n</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" 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">// Launch CLI in background</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"> taskId </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">Bash</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 template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string string" style="color:rgb(195, 232, 141)">ccw cli -p "</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation function" style="color:rgb(130, 170, 255)">escapePrompt</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token template-string interpolation">prompt</span><span class="token template-string interpolation punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">" --tool claude --mode write</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</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><span class="token literal-property property">run_in_background</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">task_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">// Save checkpoint</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">execution_results</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">push</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">index</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> i</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 literal-property property">command</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> cmd</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">command</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 literal-property property">status</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'in-progress'</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 literal-property property">task_id</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> taskId</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 literal-property property">session_id</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword" style="font-style:italic">null</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 literal-property property">artifacts</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 punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token literal-property property">timestamp</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword" style="font-style:italic">new</span><span class="token plain"> </span><span class="token class-name" style="color:rgb(255, 203, 107)">Date</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 punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">toISOString</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token 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 comment" style="color:rgb(105, 112, 152);font-style:italic">// Stop here - wait for hook callback</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)">Write</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">stateDir</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">/state.json</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token constant" style="color:rgb(130, 170, 255)">JSON</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">stringify</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">state</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">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">break</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" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">status </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">'waiting'</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 function" style="color:rgb(130, 170, 255)">Write</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">${</span><span class="token template-string interpolation">stateDir</span><span class="token template-string interpolation interpolation-punctuation punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token template-string string" style="color:rgb(195, 232, 141)">/state.json</span><span class="token template-string template-punctuation string" style="color:rgb(195, 232, 141)">`</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token constant" style="color:rgb(130, 170, 255)">JSON</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token function" style="color:rgb(130, 170, 255)">stringify</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">state</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">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">return</span><span class="token plain"> state</span><span class="token punctuation" style="color:rgb(199, 146, 234)">;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="state-file-structure">State File Structure<a href="#state-file-structure" class="hash-link" aria-label="Direct link to State File Structure" title="Direct link to State File Structure" translate="no"></a></h3>
|
||
<p><strong>Location</strong>: <code>.workflow/.ccw-coordinator/{session_id}/state.json</code></p>
|
||
<div class="language-json codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-json codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"session_id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"ccw-coord-20250203-143025"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"running|waiting|completed|failed"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"created_at"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"2025-02-03T14:30:25Z"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"updated_at"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"2025-02-03T14:35:45Z"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"analysis"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"goal"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Implement user registration"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"scope"</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 string" style="color:rgb(195, 232, 141)">"authentication"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"user_management"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"constraints"</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 string" style="color:rgb(195, 232, 141)">"no breaking changes"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"complexity"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"medium"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"task_type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"feature"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"command_chain"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"index"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"command"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"/workflow:plan"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"plan"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"completed"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"index"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"command"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"/workflow:execute"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"name"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"execute"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"running"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"execution_results"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"index"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"command"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"/workflow:plan"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"status"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"completed"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"task_id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"task-001"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"session_id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"WFS-plan-20250203"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"artifacts"</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 string" style="color:rgb(195, 232, 141)">"IMPL_PLAN.md"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"timestamp"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"2025-02-03T14:30:25Z"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token property">"completed_at"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"2025-02-03T14:30:45Z"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre></div></div>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="complete-lifecycle-decision-flowchart">Complete Lifecycle Decision Flowchart<a href="#complete-lifecycle-decision-flowchart" class="hash-link" aria-label="Direct link to Complete Lifecycle Decision Flowchart" title="Direct link to Complete Lifecycle Decision Flowchart" translate="no"></a></h3>
|
||
<!-- -->
|
||
<h3 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></h3>
|
||
<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="">Complex multi-step workflows</li>
|
||
<li class="">Uncertain which commands to use</li>
|
||
<li class="">Desire end-to-end automation</li>
|
||
<li class="">Need full state tracking and resumability</li>
|
||
<li class="">Team collaboration with unified execution flow</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="">Simple single-command tasks (use Level 1-4 directly)</li>
|
||
<li class="">Already know exact commands needed (use Level 1-4 directly)</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="relationship-with-other-levels">Relationship with Other Levels<a href="#relationship-with-other-levels" class="hash-link" aria-label="Direct link to Relationship with Other Levels" title="Direct link to Relationship with Other Levels" translate="no"></a></h3>
|
||
<table><thead><tr><th>Level</th><th>Manual Degree</th><th>CCW Coordinator Role</th></tr></thead><tbody><tr><td>Level 1-4</td><td>Manual command selection</td><td>Auto-combine these commands</td></tr><tr><td>Level 5</td><td>Auto command selection</td><td>Intelligent orchestrator</td></tr></tbody></table>
|
||
<p><strong>CCW Coordinator uses Level 1-4 internally</strong>:</p>
|
||
<ul>
|
||
<li class="">Analyzes task -> Auto-selects appropriate Level</li>
|
||
<li class="">Assembles command chain -> Includes Level 1-4 commands</li>
|
||
<li class="">Executes sequentially -> Follows Minimum Execution Units</li>
|
||
</ul>
|
||
<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>
|
||
<ul>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-1-ultra-lightweight">Level 1: Ultra-Lightweight</a> - Rapid execution</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-2-rapid">Level 2: Rapid</a> - Lightweight planning</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-3-standard">Level 3: Standard</a> - Complete planning</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/level-4-brainstorm">Level 4: Brainstorm</a> - Multi-role exploration</li>
|
||
<li class=""><a class="" href="/docs/docs/workflows/faq">FAQ</a> - Common questions</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="command-reference">Command Reference<a href="#command-reference" class="hash-link" aria-label="Direct link to Command Reference" title="Direct link to Command Reference" translate="no"></a></h2>
|
||
<p>See <a class="" href="/docs/docs/commands/general/ccw">Commands Documentation</a> for:</p>
|
||
<ul>
|
||
<li class=""><code>/ccw-coordinator</code> - Intelligent workflow orchestrator</li>
|
||
<li class=""><code>/ccw</code> - Main workflow orchestrator</li>
|
||
</ul></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/workflows/level-5-intelligent.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>Edit this page</a></div><div class="col lastUpdated_g62E"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/docs/workflows/level-4-brainstorm"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Level 4: Brainstorm</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/docs/faq"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">FAQ</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="#overview" class="table-of-contents__link toc-highlight">Overview</a></li><li><a href="#included-workflow-ccw-coordinator" class="table-of-contents__link toc-highlight">Included Workflow: ccw-coordinator</a><ul><li><a href="#command" class="table-of-contents__link toc-highlight">Command</a></li><li><a href="#core-concept-minimum-execution-units" class="table-of-contents__link toc-highlight">Core Concept: Minimum Execution Units</a></li><li><a href="#minimum-execution-units" class="table-of-contents__link toc-highlight">Minimum Execution Units</a></li><li><a href="#3-phase-workflow" class="table-of-contents__link toc-highlight">3-Phase Workflow</a></li><li><a href="#state-file-structure" class="table-of-contents__link toc-highlight">State File Structure</a></li><li><a href="#complete-lifecycle-decision-flowchart" class="table-of-contents__link toc-highlight">Complete Lifecycle Decision Flowchart</a></li><li><a href="#use-cases" class="table-of-contents__link toc-highlight">Use Cases</a></li><li><a href="#when-to-use" class="table-of-contents__link toc-highlight">When to Use</a></li><li><a href="#when-not-to-use" class="table-of-contents__link toc-highlight">When NOT to Use</a></li><li><a href="#relationship-with-other-levels" class="table-of-contents__link toc-highlight">Relationship with Other Levels</a></li></ul></li><li><a href="#related-workflows" class="table-of-contents__link toc-highlight">Related Workflows</a></li><li><a href="#command-reference" class="table-of-contents__link toc-highlight">Command Reference</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. Built with Docusaurus.</div></div></div></footer></div>
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