<!-- CANARY: REQ=REQ-DOCS-001; FEATURE="Docs"; ASPECT=Documentation; STATUS=TESTED; OWNER=docs; UPDATED=2026-01-28 --> <h2 id="claude-code-integration-for-geode" class="position-relative d-flex align-items-center group"> <span>Claude Code Integration for Geode</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="claude-code-integration-for-geode" aria-haspopup="dialog" aria-label="Share link: Claude Code Integration for Geode"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h2><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> <i class="fa-solid fa-xmark"></i> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; 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} function hydrate(id){ const url=buildUrl(id); input.value=url; const enc=encodeURIComponent(url); const text=encodeURIComponent(document.title); if(twitter) twitter.href=`https://twitter.com/intent/tweet?url=${enc}&text=${text}`; if(linkedin) linkedin.href=`https://www.linkedin.com/sharing/share-offsite/?url=${enc}`; if(facebook) facebook.href=`https://www.facebook.com/sharer/sharer.php?u=${enc}`; } function openModal(id){ lastFocus=document.activeElement; hydrate(id); if(!isOpen()){ modal.removeAttribute('hidden'); } requestAnimationFrame(()=>{ input.focus(); }); trapFocus(); } function closeModal(){ if(!isOpen()) return; modal.setAttribute('hidden',''); if(lastFocus && typeof lastFocus.focus==='function') lastFocus.focus(); } function copyCurrent(){ try{ navigator.clipboard.writeText(input.value).then(()=>feedback(true),()=>fallback()); } catch(e){ fallback(); } } function fallback(){ input.select(); try{ document.execCommand('copy'); feedback(true);}catch(e){ feedback(false);} } function feedback(ok){ if(!copyBtn) return; const icon=copyBtn.querySelector('i'); if(!icon) return; const prev=copyBtn.getAttribute('data-prev')||icon.className; if(!copyBtn.getAttribute('data-prev')) copyBtn.setAttribute('data-prev',prev); icon.className= ok ? 'fa-duotone fa-clipboard-check':'fa-duotone fa-circle-exclamation'; setTimeout(()=>{ icon.className=prev; },1800); } function handleShareClick(e){ e.preventDefault(); const btn=e.currentTarget; const id=btn.getAttribute('data-share-target'); if(id) openModal(id); } function bindShareButtons(){ document.querySelectorAll('.h-share').forEach(btn=>{ if(!btn.dataset.hShareBound){ btn.addEventListener('click', handleShareClick); btn.dataset.hShareBound='1'; } }); } bindShareButtons(); if(document.readyState==='loading'){ document.addEventListener('DOMContentLoaded', bindShareButtons); } else { requestAnimationFrame(bindShareButtons); } document.addEventListener('click', function(e){ const shareBtn=e.target.closest && e.target.closest('.h-share'); if(shareBtn && !shareBtn.dataset.hShareBound){ handleShareClick.call(shareBtn, e); } }, true); document.addEventListener('click', e=>{ if(e.target===modal) closeModal(); if(e.target.closest && e.target.closest('.hsm-close')){ e.preventDefault(); closeModal(); } if(copyBtn && (e.target===copyBtn || (e.target.closest && e.target.closest('.hsm-copy')))) { e.preventDefault(); copyCurrent(); } }); document.addEventListener('keydown', e=>{ if(e.key==='Escape' && isOpen()) closeModal(); }); function trapFocus(){ if(trapBound) return; trapBound=true; modal.addEventListener('keydown', f=>{ if(f.key==='Tab' && isOpen()){ const focusable=[...modal.querySelectorAll('a[href],button,input,textarea,select,[tabindex]:not([tabindex="-1"])')].filter(el=>!el.hasAttribute('disabled')); if(!focusable.length) return; const first=focusable[0]; const last=focusable[focusable.length-1]; if(f.shiftKey && document.activeElement===first){ f.preventDefault(); last.focus(); } else if(!f.shiftKey && document.activeElement===last){ f.preventDefault(); first.focus(); } } }); } if(closeBtn) closeBtn.addEventListener('click', e=>{ e.preventDefault(); closeModal(); }); })(); </script><p>Claude Code provides AI-assisted development for Geode GQL, offering intelligent completions, query optimization suggestions, schema assistance, and contextual help for building graph database applications.</p> <h3 id="introduction" class="position-relative d-flex align-items-center group"> <span>Introduction</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="introduction" aria-haspopup="dialog" aria-label="Share link: Introduction"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Claude Code integrates with Geode&rsquo;s Language Server Protocol (LSP) to provide an enhanced development experience. The integration combines Claude&rsquo;s language understanding with Geode&rsquo;s schema awareness to deliver context-aware assistance for GQL query development.</p> <p><strong>Key Benefits</strong>:</p> <ul> <li><strong>Intelligent Completions</strong>: Context-aware suggestions based on your graph schema</li> <li><strong>Query Optimization</strong>: Real-time suggestions for improving query performance</li> <li><strong>Schema Understanding</strong>: Deep integration with your graph model</li> <li><strong>Natural Language Queries</strong>: Convert natural language to GQL</li> <li><strong>Error Explanation</strong>: Detailed explanations of GQL errors with fixes</li> </ul> <h3 id="getting-started" class="position-relative d-flex align-items-center group"> <span>Getting Started</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="getting-started" aria-haspopup="dialog" aria-label="Share link: Getting Started"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="prerequisites" class="position-relative d-flex align-items-center group"> <span>Prerequisites</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="prerequisites" aria-haspopup="dialog" aria-label="Share link: Prerequisites"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><ol> <li><strong>Claude Code CLI</strong> installed and authenticated</li> <li><strong>Geode server</strong> running with LSP enabled</li> <li><strong>Project configuration</strong> with connection details</li> </ol> <h4 id="project-setup" class="position-relative d-flex align-items-center group"> <span>Project Setup</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="project-setup" aria-haspopup="dialog" aria-label="Share link: Project Setup"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Create a <code>CLAUDE.md</code> file in your project root:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl"><span class="gh"># CLAUDE.md </span></span></span><span class="line"><span class="cl"><span class="gh"></span> </span></span><span class="line"><span class="cl"><span class="gu">## Geode Configuration </span></span></span><span class="line"><span class="cl"><span class="gu"></span> </span></span><span class="line"><span class="cl">This project uses Geode graph database. </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">-</span> **Server**: localhost:3141 </span></span><span class="line"><span class="cl"><span class="k">-</span> **Database**: myapp </span></span><span class="line"><span class="cl"><span class="k">-</span> **Schema**: See schema/ directory </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="gu">## GQL Guidelines </span></span></span><span class="line"><span class="cl"><span class="gu"></span> </span></span><span class="line"><span class="cl"><span class="k">-</span> Use parameterized queries for all user input </span></span><span class="line"><span class="cl"><span class="k">-</span> Prefer MATCH patterns over subqueries </span></span><span class="line"><span class="cl"><span class="k">-</span> Always include LIMIT for unbounded queries </span></span><span class="line"><span class="cl"><span class="k">-</span> Use indexes for filtered properties </span></span></code></pre></div> <h4 id="lsp-configuration" class="position-relative d-flex align-items-center group"> <span>LSP Configuration</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="lsp-configuration" aria-haspopup="dialog" aria-label="Share link: LSP Configuration"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Configure the Geode LSP in your editor settings:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-json" data-lang="json"><span class="line"><span class="cl"><span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;geode.lsp.enabled&#34;</span><span class="p">:</span> <span class="kc">true</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;geode.lsp.connection&#34;</span><span class="p">:</span> <span class="s2">&#34;quic://localhost:3141&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;geode.lsp.schemaSync&#34;</span><span class="p">:</span> <span class="kc">true</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;geode.lsp.diagnostics&#34;</span><span class="p">:</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;level&#34;</span><span class="p">:</span> <span class="s2">&#34;warning&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="nt">&#34;performanceHints&#34;</span><span class="p">:</span> <span class="kc">true</span> </span></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span><span class="line"><span class="cl"><span class="p">}</span> </span></span></code></pre></div> <h3 id="features" class="position-relative d-flex align-items-center group"> <span>Features</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="features" aria-haspopup="dialog" aria-label="Share link: Features"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="intelligent-code-completion" class="position-relative d-flex align-items-center group"> <span>Intelligent Code Completion</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="intelligent-code-completion" aria-haspopup="dialog" aria-label="Share link: Intelligent Code Completion"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Claude Code provides context-aware completions for GQL:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="err">--</span><span class="w"> </span><span class="py">Type</span><span class="w"> </span><span class="s">&#34;MATCH (u:&#34;</span><span class="w"> </span><span class="py">and</span><span class="w"> </span><span class="py">get</span><span class="w"> </span><span class="py">label</span><span class="w"> </span><span class="py">suggestions</span><span class="w"> </span><span class="py">from</span><span class="w"> </span><span class="py">your</span><span class="w"> </span><span class="kd">schema</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">MATCH</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">FOLLOWS</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">f</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Claude</span><span class="w"> </span><span class="py">suggests</span><span class="w"> </span><span class="py">relationship</span><span class="w"> </span><span class="kd">type</span><span class="nc">s</span><span class="w"> </span><span class="py">based</span><span class="w"> </span><span class="kd">on</span><span class="w"> </span><span class="py">User</span><span class="w"> </span><span class="py">node</span><span class="w"> </span><span class="py">connections</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Property</span><span class="w"> </span><span class="py">completions</span><span class="w"> </span><span class="py">based</span><span class="w"> </span><span class="kd">on</span><span class="w"> </span><span class="py">node</span><span class="w"> </span><span class="py">labels</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WHERE</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">email</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="nv">$email</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Claude</span><span class="w"> </span><span class="py">shows</span><span class="w"> </span><span class="py">all</span><span class="w"> </span><span class="py">User</span><span class="w"> </span><span class="py">properties</span><span class="w"> </span><span class="py">with</span><span class="w"> </span><span class="kd">type</span><span class="nc">s</span><span class="w"> </span></span></span></code></pre></div><p><strong>Completion Features</strong>:</p> <ul> <li>Label suggestions from schema</li> <li>Relationship types with direction</li> <li>Property names with type hints</li> <li>Function signatures with documentation</li> <li>Clause keywords with syntax hints</li> </ul> <h4 id="query-optimization-suggestions" class="position-relative d-flex align-items-center group"> <span>Query Optimization Suggestions</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="query-optimization-suggestions" aria-haspopup="dialog" aria-label="Share link: Query Optimization Suggestions"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Claude analyzes queries and suggests optimizations:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="err">--</span><span class="w"> </span><span class="py">Original</span><span class="w"> </span><span class="kd">query</span><span class="w"> </span><span class="p">(</span><span class="nc">Claude</span><span class="w"> </span><span class="py">highlights</span><span class="w"> </span><span class="py">performance</span><span class="w"> </span><span class="py">issue</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">MATCH</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">PURCHASED</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">p</span><span class="p">:</span><span class="nc">Product</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WHERE</span><span class="w"> </span><span class="py">p</span><span class="err">.</span><span class="py">category</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="err">&#39;</span><span class="py">Electronics</span><span class="err">&#39;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">RETURN</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">name</span><span class="p">,</span><span class="w"> </span><span class="py">p</span><span class="err">.</span><span class="py">name</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Claude</span><span class="w"> </span><span class="py">suggestion</span><span class="p">:</span><span class="w"> </span><span class="s">&#34;Add index on Product.category&#34;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="nc">Claude</span><span class="w"> </span><span class="py">suggestion</span><span class="p">:</span><span class="w"> </span><span class="s">&#34;Filter early by moving WHERE before traversal&#34;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="nc">Optimized</span><span class="w"> </span><span class="kd">query</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nc">MATCH</span><span class="w"> </span><span class="p">(</span><span class="py">p</span><span class="p">:</span><span class="nc">Product</span><span class="w"> </span><span class="p">{</span><span class="py">category</span><span class="p">:</span><span class="w"> </span><span class="err">&#39;</span><span class="nc">Electronics</span><span class="err">&#39;</span><span class="p">})</span><span class="err">&lt;-</span><span class="p">[:</span><span class="nc">PURCHASED</span><span class="p">]</span><span class="err">-</span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">RETURN</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">name</span><span class="p">,</span><span class="w"> </span><span class="py">p</span><span class="err">.</span><span class="py">name</span><span class="w"> </span></span></span></code></pre></div><p><strong>Optimization Categories</strong>:</p> <ul> <li>Missing index suggestions</li> <li>Filter pushdown opportunities</li> <li>Cartesian product warnings</li> <li>Unbounded traversal alerts</li> <li>Aggregation improvements</li> </ul> <h4 id="natural-language-to-gql" class="position-relative d-flex align-items-center group"> <span>Natural Language to GQL</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="natural-language-to-gql" aria-haspopup="dialog" aria-label="Share link: Natural Language to GQL"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Ask Claude to generate GQL from natural language:</p> <p><strong>You</strong>: &ldquo;Find users who purchased more than 5 products last month&rdquo;</p> <p><strong>Claude</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="py">MATCH</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">PURCHASED</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">p</span><span class="p">:</span><span class="nc">Product</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WHERE</span><span class="w"> </span><span class="py">p</span><span class="err">.</span><span class="py">purchase_date</span><span class="w"> </span><span class="err">&gt;</span><span class="p">=</span><span class="w"> </span><span class="py">date</span><span class="p">()</span><span class="w"> </span><span class="err">-</span><span class="w"> </span><span class="py">duration</span><span class="p">(</span><span class="err">&#39;</span><span class="py">P1M</span><span class="err">&#39;</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WITH</span><span class="w"> </span><span class="py">u</span><span class="p">,</span><span class="w"> </span><span class="py">count</span><span class="p">(</span><span class="py">p</span><span class="p">)</span><span class="w"> </span><span class="py">AS</span><span class="w"> </span><span class="py">purchase_count</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WHERE</span><span class="w"> </span><span class="py">purchase_count</span><span class="w"> </span><span class="err">&gt;</span><span class="w"> </span><span class="py">5</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">RETURN</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">name</span><span class="p">,</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">email</span><span class="p">,</span><span class="w"> </span><span class="py">purchase_count</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">ORDER</span><span class="w"> </span><span class="py">BY</span><span class="w"> </span><span class="py">purchase_count</span><span class="w"> </span><span class="py">DESC</span><span class="w"> </span></span></span></code></pre></div> <h4 id="schema-assistance" class="position-relative d-flex align-items-center group"> <span>Schema Assistance</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="schema-assistance" aria-haspopup="dialog" aria-label="Share link: Schema Assistance"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Claude helps with schema design and evolution:</p> <p><strong>You</strong>: &ldquo;How should I model a social network with posts and comments?&rdquo;</p> <p><strong>Claude</strong> suggests:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="err">--</span><span class="w"> </span><span class="py">Users</span><span class="w"> </span><span class="py">with</span><span class="w"> </span><span class="py">profiles</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="py">id</span><span class="p">:</span><span class="w"> </span><span class="nv">$id</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">username</span><span class="p">:</span><span class="w"> </span><span class="nv">$username</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">email</span><span class="p">:</span><span class="w"> </span><span class="nv">$email</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">created_at</span><span class="p">:</span><span class="w"> </span><span class="nc">datetime</span><span class="p">()</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">})</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Posts</span><span class="w"> </span><span class="py">authored</span><span class="w"> </span><span class="py">by</span><span class="w"> </span><span class="py">users</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">p</span><span class="p">:</span><span class="nc">Post</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="py">id</span><span class="p">:</span><span class="w"> </span><span class="nv">$id</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">content</span><span class="p">:</span><span class="w"> </span><span class="nv">$content</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">created_at</span><span class="p">:</span><span class="w"> </span><span class="nc">datetime</span><span class="p">()</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">})</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">AUTHORED</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">p</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Comments</span><span class="w"> </span><span class="py">as</span><span class="w"> </span><span class="py">nodes</span><span class="w"> </span><span class="py">for</span><span class="w"> </span><span class="py">threading</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">c</span><span class="p">:</span><span class="nc">Comment</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="py">id</span><span class="p">:</span><span class="w"> </span><span class="nv">$id</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">content</span><span class="p">:</span><span class="w"> </span><span class="nv">$content</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nc">created_at</span><span class="p">:</span><span class="w"> </span><span class="nc">datetime</span><span class="p">()</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">})</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">WROTE</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">c</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">c</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">ON</span><span class="p">]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">p</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Likes</span><span class="w"> </span><span class="py">as</span><span class="w"> </span><span class="py">relationships</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">)</span><span class="err">-</span><span class="p">[:</span><span class="nc">LIKES</span><span class="w"> </span><span class="p">{</span><span class="py">at</span><span class="p">:</span><span class="w"> </span><span class="nc">datetime</span><span class="p">()}]</span><span class="err">-&gt;</span><span class="p">(</span><span class="py">p</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="err">--</span><span class="w"> </span><span class="py">Recommended</span><span class="w"> </span><span class="py">indexes</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="py">INDEX</span><span class="w"> </span><span class="py">user_username</span><span class="w"> </span><span class="py">ON</span><span class="w"> </span><span class="py">User</span><span class="p">(</span><span class="py">username</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">CREATE</span><span class="w"> </span><span class="py">INDEX</span><span class="w"> </span><span class="py">post_created</span><span class="w"> </span><span class="py">ON</span><span class="w"> </span><span class="py">Post</span><span class="p">(</span><span class="py">created_at</span><span class="p">)</span><span class="w"> </span></span></span></code></pre></div> <h4 id="error-explanation" class="position-relative d-flex align-items-center group"> <span>Error Explanation</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="error-explanation" aria-haspopup="dialog" aria-label="Share link: Error Explanation"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Claude provides detailed error explanations:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="err">--</span><span class="w"> </span><span class="py">Query</span><span class="w"> </span><span class="py">with</span><span class="w"> </span><span class="py">error</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">MATCH</span><span class="w"> </span><span class="p">(</span><span class="py">u</span><span class="p">:</span><span class="nc">User</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">WHERE</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">age</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">&#34;25&#34;</span><span class="w"> </span><span class="err">--</span><span class="w"> </span><span class="py">Type</span><span class="w"> </span><span class="py">mismatch</span><span class="w"> </span><span class="py">error</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="py">RETURN</span><span class="w"> </span><span class="py">u</span><span class="w"> </span></span></span></code></pre></div><p><strong>Claude explains</strong>:</p> <blockquote> <p><strong>Error</strong>: Type mismatch - comparing INTEGER property with STRING value</p> <p>The <code>age</code> property is defined as INTEGER in your schema, but you&rsquo;re comparing it with the string &ldquo;25&rdquo;.</p> <p><strong>Fix</strong>: Remove quotes to use an integer literal:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="py">WHERE</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">age</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="py">25</span><span class="w"> </span></span></span></code></pre></div><p><strong>Or</strong> use a parameter with proper typing:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-gql" data-lang="gql"><span class="line"><span class="cl"><span class="py">WHERE</span><span class="w"> </span><span class="py">u</span><span class="err">.</span><span class="py">age</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="nv">$age</span><span class="w"> </span><span class="err">--</span><span class="w"> </span><span class="py">Pass</span><span class="w"> </span><span class="py">age</span><span class="w"> </span><span class="py">as</span><span class="w"> </span><span class="py">integer</span><span class="w"> </span><span class="py">in</span><span class="w"> </span><span class="py">parameters</span><span class="w"> </span></span></span></code></pre></div></blockquote> <h3 id="slash-commands" class="position-relative d-flex align-items-center group"> <span>Slash Commands</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="slash-commands" aria-haspopup="dialog" aria-label="Share link: Slash Commands"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Claude Code provides Geode-specific slash commands:</p> <h4 id="gql-explain" class="position-relative d-flex align-items-center group"> <span>/gql-explain</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="gql-explain" aria-haspopup="dialog" aria-label="Share link: /gql-explain"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Explain how a query will execute:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">/gql-explain MATCH (u:User)-[:FOLLOWS*1..3]-&gt;(f) RETURN f.name </span></span></code></pre></div><p>Claude provides:</p> <ul> <li>Execution plan breakdown</li> <li>Estimated row counts</li> <li>Index usage analysis</li> <li>Performance recommendations</li> </ul> <h4 id="gql-optimize" class="position-relative d-flex align-items-center group"> <span>/gql-optimize</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="gql-optimize" aria-haspopup="dialog" aria-label="Share link: /gql-optimize"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Get optimization suggestions:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">/gql-optimize [paste your query] </span></span></code></pre></div><p>Claude analyzes and returns optimized version with explanations.</p> <h4 id="gql-schema" class="position-relative d-flex align-items-center group"> <span>/gql-schema</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="gql-schema" aria-haspopup="dialog" aria-label="Share link: /gql-schema"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Generate schema documentation:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">/gql-schema User </span></span></code></pre></div><p>Claude returns:</p> <ul> <li>Node properties with types</li> <li>Incoming/outgoing relationships</li> <li>Constraints and indexes</li> <li>Usage examples</li> </ul> <h4 id="gql-test" class="position-relative d-flex align-items-center group"> <span>/gql-test</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="gql-test" aria-haspopup="dialog" aria-label="Share link: /gql-test"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Generate test queries for a pattern:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">/gql-test &#34;user follows friend who likes post&#34; </span></span></code></pre></div><p>Claude generates test queries with sample data setup.</p> <h3 id="best-practices" class="position-relative d-flex align-items-center group"> <span>Best Practices</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="best-practices" aria-haspopup="dialog" aria-label="Share link: Best Practices"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="effective-prompting" class="position-relative d-flex align-items-center group"> <span>Effective Prompting</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="effective-prompting" aria-haspopup="dialog" aria-label="Share link: Effective Prompting"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p><strong>Be specific about your schema</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">I have User nodes with email, name, created_at properties </span></span><span class="line"><span class="cl">and FOLLOWS relationships between users. </span></span><span class="line"><span class="cl">How do I find mutual friends? </span></span></code></pre></div><p><strong>Include constraints</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">Generate a query to find popular products. </span></span><span class="line"><span class="cl">- Must use the existing Product.view_count index </span></span><span class="line"><span class="cl">- Limit to products from the last 30 days </span></span><span class="line"><span class="cl">- Return top 10 results </span></span></code></pre></div><p><strong>Ask for explanations</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">Why is this query slow? </span></span><span class="line"><span class="cl">[paste query] </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl">What indexes would help? </span></span></code></pre></div> <h4 id="security-considerations" class="position-relative d-flex align-items-center group"> <span>Security Considerations</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="security-considerations" aria-haspopup="dialog" aria-label="Share link: Security Considerations"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><ul> <li>Never paste sensitive data in queries</li> <li>Use parameter placeholders when sharing examples</li> <li>Review generated queries before production use</li> <li>Verify permission checks in generated code</li> </ul> <h4 id="performance-tips" class="position-relative d-flex align-items-center group"> <span>Performance Tips</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="performance-tips" aria-haspopup="dialog" aria-label="Share link: Performance Tips"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><ul> <li>Enable LSP schema sync for accurate completions</li> <li>Keep CLAUDE.md updated with project context</li> <li>Use specific node labels in questions</li> <li>Reference existing queries for style consistency</li> </ul> <h3 id="troubleshooting" class="position-relative d-flex align-items-center group"> <span>Troubleshooting</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="troubleshooting" aria-haspopup="dialog" aria-label="Share link: Troubleshooting"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="lsp-connection-issues" class="position-relative d-flex align-items-center group"> <span>LSP Connection Issues</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="lsp-connection-issues" aria-haspopup="dialog" aria-label="Share link: LSP Connection Issues"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="cl"><span class="c1"># Verify Geode LSP is running</span> </span></span><span class="line"><span class="cl">geode lsp --status </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Check connection</span> </span></span><span class="line"><span class="cl">geode shell --test-connection </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># View LSP logs</span> </span></span><span class="line"><span class="cl">tail -f ~/.geode/lsp.log </span></span></code></pre></div> <h4 id="completion-not-working" class="position-relative d-flex align-items-center group"> <span>Completion Not Working</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="completion-not-working" aria-haspopup="dialog" aria-label="Share link: Completion Not Working"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><ol> <li>Verify schema sync is enabled</li> <li>Check LSP connection status</li> <li>Ensure file has <code>.gql</code> extension</li> <li>Restart LSP server</li> </ol> <h4 id="incorrect-suggestions" class="position-relative d-flex align-items-center group"> <span>Incorrect Suggestions</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="incorrect-suggestions" aria-haspopup="dialog" aria-label="Share link: Incorrect Suggestions"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><ul> <li>Update CLAUDE.md with project specifics</li> <li>Provide more context in your query</li> <li>Check schema is synced</li> <li>Report persistent issues</li> </ul> <h3 id="related-topics" class="position-relative d-flex align-items-center group"> <span>Related Topics</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="related-topics" aria-haspopup="dialog" aria-label="Share link: Related Topics"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><ul> <li><a href="/tags/lsp/" >LSP Development</a> </li> <li><a href="/tags/editor/" >Editor Integrations</a> </li> <li><a href="/tags/vscode/" >VS Code Extension</a> </li> <li><a href="/tags/query-optimization/" >Query Optimization</a> </li> <li><a href="/docs/gql-reference/" >GQL Reference</a> </li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> <span>Further Reading</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="further-reading" aria-haspopup="dialog" aria-label="Share link: Further Reading"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><ul> <li><a href="/docs/development/lsp-guide/" >Geode LSP Guide</a> </li> <li><a href="/docs/gql/guide/" >GQL Best Practices</a> </li> <li><a href="/guides/query-performance/" >Query Performance Guide</a> </li> <li><a href="https://docs.anthropic.com/claude-code" aria-label="Claude Code Documentation – opens in new window" target="_blank" rel="noopener noreferrer" >Claude Code Documentation <span aria-hidden="true" class="external-icon">↗</span> </a> </li> </ul>

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