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c6093ef741
- Implemented CliCommandNode component for executing CLI tools with AI models. - Implemented PromptNode component for constructing AI prompts with context. - Added styling for mode and tool badges in both components. - Enhanced user experience with command and argument previews, execution status, and error handling. test: add comprehensive tests for ask_question tool - Created direct test for ask_question tool execution. - Developed end-to-end tests to validate ask_question tool integration with WebSocket and A2UI surfaces. - Implemented simple and integrated WebSocket tests to ensure proper message handling and surface reception. - Added tool registration test to verify ask_question tool is correctly registered. chore: add WebSocket listener and simulation tests - Added WebSocket listener for A2UI surfaces to facilitate testing. - Implemented frontend simulation test to validate complete flow from backend to frontend. - Created various test scripts to ensure robust testing of ask_question tool functionality.
137 lines
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137 lines
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title="/memory:compact" class="linkLabel_PuAu">/memory:compact</span></a></li></ul></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item"><div class="menu__list-item-collapsible"><a class="categoryLink_d9ci menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="true" href="/docs/docs/workflows/introduction"><span title="Workflows" class="categoryLinkLabel_Oe72">Workflows</span></a></div><ul class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/docs/workflows/introduction"><span title="Introduction" class="linkLabel_PuAu">Introduction</span></a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/docs/workflows/level-1-ultra-lightweight"><span title="Level 1: Ultra Lightweight" 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href="/docs/docs/workflows/level-5-intelligent"><span title="Level 5: Intelligent" class="linkLabel_PuAu">Level 5: Intelligent</span></a></li></ul></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menu__list-item"><a class="menu__link" 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">Commands</span></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Issue Commands</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">issue:discover</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>issue<!-- -->:discover</h1></header>
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<p>Multi-perspective issue discovery orchestrator that explores code from different angles to identify potential bugs, UX improvements, test gaps, and other actionable items.</p>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="description">Description<a href="#description" class="hash-link" aria-label="Direct link to Description" title="Direct link to Description" translate="no"></a></h2>
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<p>The <code>issue:discover</code> command analyzes code from 8 specialized perspectives (bug, UX, test, quality, security, performance, maintainability, best-practices) using parallel CLI agents. It aggregates findings and can export high-priority discoveries as issues.</p>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="key-features">Key Features<a href="#key-features" class="hash-link" aria-label="Direct link to Key Features" title="Direct link to Key Features" translate="no"></a></h3>
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<ul>
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<li class=""><strong>8 analysis perspectives</strong>: Specialized analysis for different concern areas</li>
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<li class=""><strong>Parallel execution</strong>: Multiple agents run simultaneously for speed</li>
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<li class=""><strong>External research</strong>: Exa integration for security and best-practices benchmarking</li>
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<li class=""><strong>Dashboard integration</strong>: View and filter findings via CCW dashboard</li>
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<li class=""><strong>Smart prioritization</strong>: Automated severity scoring and deduplication</li>
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<li class=""><strong>Direct export</strong>: Convert findings to issues with one click</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="usage">Usage<a href="#usage" class="hash-link" aria-label="Direct link to Usage" title="Direct link to Usage" translate="no"></a></h2>
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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 comment" style="color:rgb(105, 112, 152);font-style:italic"># Interactive perspective selection</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/issue:discover src/auth/**</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Specific perspectives</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/issue:discover src/payment/** </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--perspectives</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">bug,security,test</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"># With external research</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/issue:discover src/api/** </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--external</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"># Auto mode - all perspectives</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/issue:discover src/** </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--yes</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"># Multiple modules</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">/issue:discover src/auth/**,src/payment/**</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="arguments">Arguments<a href="#arguments" class="hash-link" aria-label="Direct link to Arguments" title="Direct link to Arguments" translate="no"></a></h3>
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<table><thead><tr><th>Argument</th><th>Required</th><th>Description</th></tr></thead><tbody><tr><td><code>path-pattern</code></td><td>Yes</td><td>Glob pattern for files to analyze</td></tr><tr><td><code>--perspectives</code></td><td>No</td><td>Comma-separated list (default: interactive)</td></tr><tr><td><code>--external</code></td><td>No</td><td>Enable Exa external research</td></tr><tr><td><code>-y, --yes</code></td><td>No</td><td>Auto-select all perspectives</td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="perspectives">Perspectives<a href="#perspectives" class="hash-link" aria-label="Direct link to Perspectives" title="Direct link to Perspectives" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="available-analysis-types">Available Analysis Types<a href="#available-analysis-types" class="hash-link" aria-label="Direct link to Available Analysis Types" title="Direct link to Available Analysis Types" translate="no"></a></h3>
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<table><thead><tr><th>Perspective</th><th>Focus Areas</th><th>Categories</th></tr></thead><tbody><tr><td><strong>bug</strong></td><td>Edge cases, null checks, resource leaks</td><td>edge-case, null-check, race-condition, boundary</td></tr><tr><td><strong>ux</strong></td><td>User experience issues</td><td>error-message, loading-state, accessibility, feedback</td></tr><tr><td><strong>test</strong></td><td>Test coverage gaps</td><td>missing-test, edge-case-test, integration-gap</td></tr><tr><td><strong>quality</strong></td><td>Code quality issues</td><td>complexity, duplication, naming, code-smell</td></tr><tr><td><strong>security</strong></td><td>Security vulnerabilities</td><td>injection, auth, encryption, input-validation</td></tr><tr><td><strong>performance</strong></td><td>Performance bottlenecks</td><td>n-plus-one, memory-usage, caching, algorithm</td></tr><tr><td><strong>maintainability</strong></td><td>Code maintainability</td><td>coupling, cohesion, tech-debt, module-boundary</td></tr><tr><td><strong>best-practices</strong></td><td>Industry best practices</td><td>convention, pattern, framework-usage</td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="examples">Examples<a href="#examples" class="hash-link" aria-label="Direct link to Examples" title="Direct link to Examples" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="quick-scan-recommended">Quick Scan (Recommended)<a href="#quick-scan-recommended" class="hash-link" aria-label="Direct link to Quick Scan (Recommended)" title="Direct link to Quick Scan (Recommended)" 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">/issue:discover src/auth/**</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"># Interactive prompt:</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"># Select primary discovery focus:</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"># [1] Bug + Test + Quality (Recommended)</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"># [2] Security + Performance</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"># [3] Maintainability + Best-practices</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"># [4] Full analysis</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="security-audit-with-external-research">Security Audit with External Research<a href="#security-audit-with-external-research" class="hash-link" aria-label="Direct link to Security Audit with External Research" title="Direct link to Security Audit with External Research" 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">/issue:discover src/payment/** </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--perspectives</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">security </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--external</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"># Uses Exa to research OWASP payment security standards</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"># Compares implementation against industry benchmarks</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="full-analysis-with-auto-mode">Full Analysis with Auto Mode<a href="#full-analysis-with-auto-mode" class="hash-link" aria-label="Direct link to Full Analysis with Auto Mode" title="Direct link to Full Analysis with Auto Mode" 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">/issue:discover src/api/** </span><span class="token parameter variable" style="color:rgb(191, 199, 213)">--yes</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"># Runs all 8 perspectives in parallel</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"># No confirmations, processes all findings</span><br></span></code></pre></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="issue-lifecycle-flow">Issue Lifecycle Flow<a href="#issue-lifecycle-flow" class="hash-link" aria-label="Direct link to Issue Lifecycle Flow" title="Direct link to Issue Lifecycle Flow" translate="no"></a></h2>
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<!-- -->
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="discovery-output-structure">Discovery Output Structure<a href="#discovery-output-structure" class="hash-link" aria-label="Direct link to Discovery Output Structure" title="Direct link to Discovery Output Structure" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="directory-layout">Directory Layout<a href="#directory-layout" class="hash-link" aria-label="Direct link to Directory Layout" title="Direct link to Directory Layout" translate="no"></a></h3>
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<div class="language-text codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-text codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token plain">.workflow/issues/discoveries/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">├── {discovery-id}/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── discovery-state.json # Session state machine</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── perspectives/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ │ ├── bug.json # Bug findings</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ │ ├── ux.json # UX findings</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ │ ├── security.json # Security findings</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ │ └── ...</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── external-research.json # Exa results (if enabled)</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ ├── discovery-issues.jsonl # Exported candidate issues</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">│ └── summary.md # Consolidated report</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="finding-schema">Finding Schema<a href="#finding-schema" class="hash-link" aria-label="Direct link to Finding Schema" title="Direct link to Finding Schema" translate="no"></a></h3>
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<div class="language-typescript codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-typescript 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">interface</span><span class="token plain"> </span><span class="token class-name maybe-class-name" style="color:rgb(255, 203, 107)">DiscoveryFinding</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"> id</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> perspective</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> title</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> priority</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)">'critical'</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)">'high'</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)">'low'</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"> category</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> description</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> file</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> line</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">number</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"> snippet</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> suggested_issue</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">string</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"> confidence</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">number</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"> priority_score</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token builtin" style="color:rgb(130, 170, 255)">number</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>
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<h2 class="anchor anchorTargetStickyNavbar_SAay" id="priority-categories">Priority Categories<a href="#priority-categories" class="hash-link" aria-label="Direct link to Priority Categories" title="Direct link to Priority Categories" translate="no"></a></h2>
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<h3 class="anchor anchorTargetStickyNavbar_SAay" id="critical-automatic-export">Critical (Automatic Export)<a href="#critical-automatic-export" class="hash-link" aria-label="Direct link to Critical (Automatic Export)" title="Direct link to Critical (Automatic Export)" translate="no"></a></h3>
|
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<ul>
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||
<li class="">Data corruption risks</li>
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||
<li class="">Security vulnerabilities (auth bypass, injection)</li>
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||
<li class="">Memory leaks</li>
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||
<li class="">Race conditions</li>
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||
<li class="">Critical accessibility issues</li>
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||
</ul>
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||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="high-recommended-export">High (Recommended Export)<a href="#high-recommended-export" class="hash-link" aria-label="Direct link to High (Recommended Export)" title="Direct link to High (Recommended Export)" translate="no"></a></h3>
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||
<ul>
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||
<li class="">Missing core functionality tests</li>
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||
<li class="">Significant UX confusion</li>
|
||
<li class="">N+1 query problems</li>
|
||
<li class="">Clear security gaps</li>
|
||
<li class="">Major code smells</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="medium-dashboard-review">Medium (Dashboard Review)<a href="#medium-dashboard-review" class="hash-link" aria-label="Direct link to Medium (Dashboard Review)" title="Direct link to Medium (Dashboard Review)" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">Edge case gaps</li>
|
||
<li class="">Inconsistent patterns</li>
|
||
<li class="">Minor performance issues</li>
|
||
<li class="">Documentation gaps</li>
|
||
<li class="">Style violations</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="low-informational">Low (Informational)<a href="#low-informational" class="hash-link" aria-label="Direct link to Low (Informational)" title="Direct link to Low (Informational)" translate="no"></a></h3>
|
||
<ul>
|
||
<li class="">Cosmetic issues</li>
|
||
<li class="">Minor naming inconsistencies</li>
|
||
<li class="">Optimization opportunities</li>
|
||
<li class="">Nice-to-have improvements</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="dashboard-integration">Dashboard Integration<a href="#dashboard-integration" class="hash-link" aria-label="Direct link to Dashboard Integration" title="Direct link to Dashboard Integration" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="viewing-discoveries">Viewing Discoveries<a href="#viewing-discoveries" class="hash-link" aria-label="Direct link to Viewing Discoveries" title="Direct link to Viewing Discoveries" translate="no"></a></h3>
|
||
<div class="language-bash codeBlockContainer_ZGJx theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_kX1v"><pre tabindex="0" class="prism-code language-bash codeBlock_TAPP thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_AdAo"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Open CCW dashboard</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">ccw view</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"># Navigate to: Issues > Discovery</span><br></span></code></pre></div></div>
|
||
<p><strong>Features</strong>:</p>
|
||
<ul>
|
||
<li class="">View all discovery sessions</li>
|
||
<li class="">Filter by perspective and priority</li>
|
||
<li class="">Preview finding details with code snippets</li>
|
||
<li class="">Bulk select findings for export</li>
|
||
<li class="">Compare findings across sessions</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="exporting-to-issues">Exporting to Issues<a href="#exporting-to-issues" class="hash-link" aria-label="Direct link to Exporting to Issues" title="Direct link to Exporting to Issues" translate="no"></a></h3>
|
||
<p>From the dashboard:</p>
|
||
<ol>
|
||
<li class="">Select findings to export</li>
|
||
<li class="">Click "Export as Issues"</li>
|
||
<li class="">Findings are converted to standard issue format</li>
|
||
<li class="">Appended to <code>.workflow/issues/issues.jsonl</code></li>
|
||
<li class="">Status set to <code>registered</code></li>
|
||
<li class="">Continue with <code>/issue:plan</code> workflow</li>
|
||
</ol>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="exa-external-research">Exa External Research<a href="#exa-external-research" class="hash-link" aria-label="Direct link to Exa External Research" title="Direct link to Exa External Research" translate="no"></a></h2>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="security-perspective">Security Perspective<a href="#security-perspective" class="hash-link" aria-label="Direct link to Security Perspective" title="Direct link to Security Perspective" translate="no"></a></h3>
|
||
<p>Researches:</p>
|
||
<ul>
|
||
<li class="">OWASP Top 10 for your technology stack</li>
|
||
<li class="">Industry-standard security patterns</li>
|
||
<li class="">Common vulnerabilities in your framework</li>
|
||
<li class="">Best practices for your specific use case</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_SAay" id="best-practices-perspective">Best-Practices Perspective<a href="#best-practices-perspective" class="hash-link" aria-label="Direct link to Best-Practices Perspective" title="Direct link to Best-Practices Perspective" translate="no"></a></h3>
|
||
<p>Researches:</p>
|
||
<ul>
|
||
<li class="">Framework-specific conventions</li>
|
||
<li class="">Language idioms and patterns</li>
|
||
<li class="">Deprecated API warnings</li>
|
||
<li class="">Community-recommended approaches</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="related-commands">Related Commands<a href="#related-commands" class="hash-link" aria-label="Direct link to Related Commands" title="Direct link to Related Commands" translate="no"></a></h2>
|
||
<ul>
|
||
<li class=""><strong><a class="" href="/docs/docs/commands/issue/issue-new">issue<!-- -->:new</a></strong> - Create issues from discoveries</li>
|
||
<li class=""><strong><a class="" href="/docs/docs/commands/issue/issue-plan">issue<!-- -->:plan</a></strong> - Plan solutions for discovered issues</li>
|
||
<li class=""><strong><a href="#" class="">issue<!-- -->:manage</a></strong> - Interactive issue management dashboard</li>
|
||
<li class=""><strong><a href="#" class="">review-code</a></strong> - Code review for quality assessment</li>
|
||
</ul>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="best-practices">Best Practices<a href="#best-practices" class="hash-link" aria-label="Direct link to Best Practices" title="Direct link to Best Practices" translate="no"></a></h2>
|
||
<ol>
|
||
<li class=""><strong>Start focused</strong>: Begin with specific modules, not entire codebase</li>
|
||
<li class=""><strong>Quick scan first</strong>: Use bug+test+quality for fast results</li>
|
||
<li class=""><strong>Review before export</strong>: Not all findings warrant issues</li>
|
||
<li class=""><strong>Enable Exa strategically</strong>: For unfamiliar tech or security audits</li>
|
||
<li class=""><strong>Combine perspectives</strong>: Run related perspectives together (e.g., security+bug)</li>
|
||
<li class=""><strong>Iterate</strong>: Run discovery on changed modules after each sprint</li>
|
||
</ol>
|
||
<h2 class="anchor anchorTargetStickyNavbar_SAay" id="comparison-discovery-vs-code-review">Comparison: Discovery vs Code Review<a href="#comparison-discovery-vs-code-review" class="hash-link" aria-label="Direct link to Comparison: Discovery vs Code Review" title="Direct link to Comparison: Discovery vs Code Review" translate="no"></a></h2>
|
||
<table><thead><tr><th>Aspect</th><th>issue<!-- -->:discover</th><th>review-code</th></tr></thead><tbody><tr><td><strong>Purpose</strong></td><td>Find actionable issues</td><td>Assess code quality</td></tr><tr><td><strong>Output</strong></td><td>Exportable issues</td><td>Quality report</td></tr><tr><td><strong>Perspectives</strong></td><td>8 specialized angles</td><td>7 quality dimensions</td></tr><tr><td><strong>External Research</strong></td><td>Yes (Exa)</td><td>No</td></tr><tr><td><strong>Dashboard Integration</strong></td><td>Yes</td><td>No</td></tr><tr><td><strong>Use When</strong></td><td>Proactive issue hunting</td><td>Post-commit review</td></tr></tbody></table></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/commands/issue/issue-discover.md" 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/commands/issue/issue-new"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">issue:new</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/docs/commands/issue/issue-plan"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">issue:plan</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="#description" class="table-of-contents__link toc-highlight">Description</a><ul><li><a href="#key-features" class="table-of-contents__link toc-highlight">Key Features</a></li></ul></li><li><a href="#usage" class="table-of-contents__link toc-highlight">Usage</a><ul><li><a href="#arguments" class="table-of-contents__link toc-highlight">Arguments</a></li></ul></li><li><a href="#perspectives" class="table-of-contents__link toc-highlight">Perspectives</a><ul><li><a href="#available-analysis-types" class="table-of-contents__link toc-highlight">Available Analysis Types</a></li></ul></li><li><a href="#examples" class="table-of-contents__link toc-highlight">Examples</a><ul><li><a href="#quick-scan-recommended" class="table-of-contents__link toc-highlight">Quick Scan (Recommended)</a></li><li><a href="#security-audit-with-external-research" class="table-of-contents__link toc-highlight">Security Audit with External Research</a></li><li><a href="#full-analysis-with-auto-mode" class="table-of-contents__link toc-highlight">Full Analysis with Auto Mode</a></li></ul></li><li><a href="#issue-lifecycle-flow" class="table-of-contents__link toc-highlight">Issue Lifecycle Flow</a></li><li><a href="#discovery-output-structure" class="table-of-contents__link toc-highlight">Discovery Output Structure</a><ul><li><a href="#directory-layout" class="table-of-contents__link toc-highlight">Directory Layout</a></li><li><a href="#finding-schema" class="table-of-contents__link toc-highlight">Finding Schema</a></li></ul></li><li><a href="#priority-categories" class="table-of-contents__link toc-highlight">Priority Categories</a><ul><li><a href="#critical-automatic-export" class="table-of-contents__link toc-highlight">Critical (Automatic Export)</a></li><li><a href="#high-recommended-export" class="table-of-contents__link toc-highlight">High (Recommended Export)</a></li><li><a href="#medium-dashboard-review" class="table-of-contents__link toc-highlight">Medium (Dashboard Review)</a></li><li><a href="#low-informational" class="table-of-contents__link toc-highlight">Low (Informational)</a></li></ul></li><li><a href="#dashboard-integration" class="table-of-contents__link toc-highlight">Dashboard Integration</a><ul><li><a href="#viewing-discoveries" class="table-of-contents__link toc-highlight">Viewing Discoveries</a></li><li><a href="#exporting-to-issues" class="table-of-contents__link toc-highlight">Exporting to Issues</a></li></ul></li><li><a href="#exa-external-research" class="table-of-contents__link toc-highlight">Exa External Research</a><ul><li><a href="#security-perspective" class="table-of-contents__link toc-highlight">Security Perspective</a></li><li><a href="#best-practices-perspective" class="table-of-contents__link toc-highlight">Best-Practices Perspective</a></li></ul></li><li><a href="#related-commands" class="table-of-contents__link toc-highlight">Related Commands</a></li><li><a href="#best-practices" class="table-of-contents__link toc-highlight">Best Practices</a></li><li><a href="#comparison-discovery-vs-code-review" class="table-of-contents__link toc-highlight">Comparison: Discovery vs Code Review</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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