diff --git a/apps/rowboat/src/application/lib/copilot/copilot.ts b/apps/rowboat/src/application/lib/copilot/copilot.ts
index d8b82614..bac7e615 100644
--- a/apps/rowboat/src/application/lib/copilot/copilot.ts
+++ b/apps/rowboat/src/application/lib/copilot/copilot.ts
@@ -6,7 +6,7 @@ import { CopilotChatContext, CopilotMessage, DataSourceSchemaForCopilot } from "
 import { PrefixLogger } from "@/app/lib/utils";
 import zodToJsonSchema from "zod-to-json-schema";
 import { COPILOT_INSTRUCTIONS_EDIT_AGENT } from "./copilot_edit_agent";
-import { COPILOT_INSTRUCTIONS_MULTI_AGENT } from "./copilot_multi_agent";
+import { COPILOT_INSTRUCTIONS_MULTI_AGENT_WITH_DOCS as COPILOT_INSTRUCTIONS_MULTI_AGENT } from "./copilot_multi_agent";
 import { COPILOT_MULTI_AGENT_EXAMPLE_1 } from "./example_multi_agent_1";
 import { CURRENT_WORKFLOW_PROMPT } from "./current_workflow";
 import { USE_COMPOSIO_TOOLS } from "@/app/lib/feature_flags";
@@ -352,4 +352,4 @@ export async function* streamMultiAgentResponse(
         projectId, 
         totalChunks: chunkCount 
     });
-}
\ No newline at end of file
+}
diff --git a/apps/rowboat/src/application/lib/copilot/copilot_multi_agent.ts b/apps/rowboat/src/application/lib/copilot/copilot_multi_agent.ts
index c3b9d196..95db59a9 100644
--- a/apps/rowboat/src/application/lib/copilot/copilot_multi_agent.ts
+++ b/apps/rowboat/src/application/lib/copilot/copilot_multi_agent.ts
@@ -1,4 +1,105 @@
 
+import * as fs from 'fs';
+import * as path from 'path';
+
+function findUsingRowboatDocsDir(): string | null {
+  const candidates = [
+    path.resolve(process.cwd(), '../docs/docs/using-rowboat'),
+    path.resolve(process.cwd(), 'apps/docs/docs/using-rowboat'),
+  ];
+  for (const p of candidates) {
+    try {
+      if (fs.existsSync(p) && fs.statSync(p).isDirectory()) return p;
+    } catch {}
+  }
+  return null;
+}
+
+function stripFrontmatter(content: string): { title: string | null; body: string } {
+  let title: string | null = null;
+  if (content.startsWith('---')) {
+    const end = content.indexOf('\n---', 3);
+    if (end !== -1) {
+      const fm = content.slice(3, end).trim();
+      const tMatch = fm.match(/\btitle:\s*"([^"]+)"|\btitle:\s*'([^']+)'|\btitle:\s*(.+)/);
+      if (tMatch) {
+        title = (tMatch[1] || tMatch[2] || tMatch[3] || '').trim();
+      }
+      content = content.slice(end + 4);
+    }
+  }
+  return { title, body: content };
+}
+
+function sanitizeMdxToPlain(md: string): string {
+  const lines = md
+    .split('\n')
+    .filter(l => !/^\s*(import|export)\b/.test(l))
+    .map(l => l.replace(/<[^>]+>/g, ''));
+  let inFence = false;
+  const out: string[] = [];
+  for (const line of lines) {
+    if (/^\s*```/.test(line)) {
+      inFence = !inFence;
+      continue;
+    }
+    out.push(line);
+  }
+  return out.join('\n').replace(/\n{3,}/g, '\n\n').trim();
+}
+
+function extractOverview(body: string): string {
+  const ovIndex = body.indexOf('\n## Overview');
+  if (ovIndex !== -1) {
+    const slice = body.slice(ovIndex + 1);
+    const nextHeader = slice.search(/\n#{1,6}\s+/);
+    const section = nextHeader === -1 ? slice : slice.slice(0, nextHeader);
+    return section.trim();
+  }
+  const first = body.split('\n').slice(0, 20).join('\n');
+  return first.length > 1200 ? first.slice(0, 1200) + '…' : first;
+}
+
+function collectDocsSummaries(): string {
+  const dir = findUsingRowboatDocsDir();
+  if (!dir) return '';
+
+  const entries: string[] = [];
+  try {
+    for (const name of fs.readdirSync(dir)) {
+      const full = path.join(dir, name);
+      const stat = fs.statSync(full);
+      if (stat.isFile() && name.endsWith('.mdx')) entries.push(full);
+      if (stat.isDirectory()) {
+        for (const sub of fs.readdirSync(full)) {
+          const subFull = path.join(full, sub);
+          if (fs.statSync(subFull).isFile() && sub.endsWith('.mdx')) entries.push(subFull);
+        }
+      }
+    }
+  } catch {
+    return '';
+  }
+
+  const items: string[] = [];
+  for (const file of entries.sort()) {
+    try {
+      const raw = fs.readFileSync(file, 'utf8');
+      const { title, body } = stripFrontmatter(raw);
+      const plain = sanitizeMdxToPlain(body);
+      const summary = extractOverview(plain);
+      const fname = path.basename(file, '.mdx');
+      const header = title || fname.replace(/[-_]/g, ' ').replace(/\b\w/g, c => c.toUpperCase());
+      items.push(`- ${header}:\n${summary}`);
+    } catch {}
+  }
+
+  if (!items.length) return '';
+  return `\n\nAdditional Reference (auto-loaded from docs):\n${items.join('\n\n')}\n`;
+}
+
+const USING_ROWBOAT_DOCS = collectDocsSummaries();
+
 export const COPILOT_INSTRUCTIONS_MULTI_AGENT = `
 
 <core_identity>
@@ -266,5 +367,11 @@ Your Answer: Refer to https://docs.rowboatlabs.com/using_the_sdk/ on using the R
 User Question: I want to add RAG?
 Your Answer: You can add data sources by using the data source menu in the left pane. You can fine more details in our docs: https://docs.rowboatlabs.com/using_rag.
 
+{USING_ROWBOAT_DOCS}
+
 </general_guidlines>
-`;
\ No newline at end of file
+`;
+
+// Inject auto-loaded docs, if available
+export const COPILOT_INSTRUCTIONS_MULTI_AGENT_WITH_DOCS =
+  COPILOT_INSTRUCTIONS_MULTI_AGENT.replace('{USING_ROWBOAT_DOCS}', USING_ROWBOAT_DOCS);