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<span>Claude Code Integration for Geode</span>
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</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>
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</h3><p>Claude Code integrates with Geode’s Language Server Protocol (LSP) to provide an enhanced development experience. The integration combines Claude’s language understanding with Geode’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>
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<h3 id="getting-started" class="position-relative d-flex align-items-center group">
<span>Getting Started</span>
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<h4 id="prerequisites" class="position-relative d-flex align-items-center group">
<span>Prerequisites</span>
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</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>
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</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>
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</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">"geode.lsp.enabled"</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">"geode.lsp.connection"</span><span class="p">:</span> <span class="s2">"quic://localhost:3141"</span><span class="p">,</span>
</span></span><span class="line"><span class="cl"> <span class="nt">"geode.lsp.schemaSync"</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">"geode.lsp.diagnostics"</span><span class="p">:</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"> <span class="nt">"level"</span><span class="p">:</span> <span class="s2">"warning"</span><span class="p">,</span>
</span></span><span class="line"><span class="cl"> <span class="nt">"performanceHints"</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>
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<h4 id="intelligent-code-completion" class="position-relative d-flex align-items-center group">
<span>Intelligent Code Completion</span>
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</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">"MATCH (u:"</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">-></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>
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</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">-></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">'</span><span class="py">Electronics</span><span class="err">'</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">"Add index on Product.category"</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">"Filter early by moving WHERE before traversal"</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">'</span><span class="nc">Electronics</span><span class="err">'</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">-</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>: “Find users who purchased more than 5 products last month”</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">-></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">></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">'</span><span class="py">P1M</span><span class="err">'</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">></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>: “How should I model a social network with posts and comments?”</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">-></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">-></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">-></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">-></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">"25"</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’re comparing it with the string “25”.</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]->(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 "user follows friend who likes post"
</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>
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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>
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aria-label="Share link: Troubleshooting">
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<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>
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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"
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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>
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<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"
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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>
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</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"
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</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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Claude Code Integration
Claude Code integration for Geode GQL development with LSP support, intelligent completions, query optimization suggestions, and slash commands for productive graph database development.