feat: Enhance model registry and agent execution with new skills and …

.github/workflows/setup-github-projects_Version3.yml

@@ -19,68 +19,11 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Set up GitHub CLI
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y gh
-          # Verify gh CLI version is compatible (>=2.21.0) for native 'gh project' commands
-          version=$(gh --version | head -n1 | awk '{print $3}' 2>/dev/null || echo "0.0.0")
-          major=$(echo "$version" | cut -d. -f1)
-          minor=$(echo "$version" | cut -d. -f2)
-          if [ "$major" -lt 2 ] || { [ "$major" -eq 2 ] && [ "$minor" -lt 21 ]; }; then
-            echo "gh CLI >= 2.21.0 required. Current: $version" >&2
-            exit 1
-          fi
-
-      - name: Create Project with description
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          PROJECT_NAME="Agent Builder Application"
-          PROJECT_DESC="Agent Builder Application - AI agent creation, testing, and deployment platform"
-
-          # Check if project exists
-          proj_list=$(gh project list --owner ${{ github.repository_owner }} --format json 2>&1)
-          rc=$?
-          if [ $rc -ne 0 ]; then
-            echo "gh project list failed: $proj_list" >&2
-            exit $rc
-          fi
-          PROJECT_ID=$(echo "$proj_list" | jq -r "[.[] | select(.title == \"$PROJECT_NAME\") | .number] | first // empty")
-
-          if [ -z "$PROJECT_ID" ]; then
-            echo "Creating new project..."
-            gh project create "$PROJECT_NAME" --owner ${{ github.repository_owner }} --body "$PROJECT_DESC"
-
-            # Re-check to ensure we obtained an ID, fail explicitly if not found
-            proj_list=$(gh project list --owner ${{ github.repository_owner }} --format json 2>&1)
-            rc=$?
-            if [ $rc -ne 0 ]; then
-              echo "gh project list failed after create: $proj_list" >&2
-              exit $rc
-            fi
-            PROJECT_ID=$(echo "$proj_list" | jq -r "[.[] | select(.title == \"$PROJECT_NAME\") | .number] | first // empty")
-            if [ -z "$PROJECT_ID" ]; then
-              echo "Failed to obtain PROJECT_ID for $PROJECT_NAME" >&2
-              exit 1
-            fi
-          fi
-
-          echo "PROJECT_ID=$PROJECT_ID" >> $GITHUB_ENV
-
-      - name: Reminder - Create views manually
-        run: |
-          echo "NOTE: GitHub Projects v2 views cannot be created via the gh CLI."
-          echo "Please create the following views manually in the GitHub web UI:"
-          echo "  1. 'Tasks Table' (Table view)"
-          echo "  2. 'Kanban Board' (Board view)"
-          echo "  3. 'Schedule Timeline' (Timeline view)"
-
       - name: Backfill existing open issues
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PROJECT_ID: "4"
         run: |
-          PROJECT_ID=${{ env.PROJECT_ID }}
           REPO="${{ github.repository }}"
 
           # Fetch all open issues via paginated API
@@ -109,8 +52,8 @@ jobs:
         if: github.event_name == 'issues' || github.event_name == 'pull_request'
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PROJECT_ID: "4"
         run: |
-          PROJECT_ID=${{ env.PROJECT_ID }}
           REPO="${{ github.repository }}"
 
           if [ "${{ github.event_name }}" = "issues" ]; then

.gitignore

@@ -134,3 +134,14 @@ ARCHITECTURE_DIAGRAM.txt
 OLLAMA_QUICK_SUMMARY.txt
 mcp.json
 tmp_write_check.txt
+agent_builder_complete_infrastructure_updated.png
+agent_builder_complete_infrastructure.png
+agent_builder_comprehensive_features.png
+agent_builder_deployment_flow.png
+agent_builder_infrastructure
+agent_builder_mcp_servers.png
+agent_builder_memory_architecture.png
+agent_builder_security.png
+agent_builder_registries.png
+agent_builder_three_chat_system.png
+agent_builder_tier_comparison.png

convex/_generated/api.d.ts

@@ -39,7 +39,6 @@ import type * as cloudFormationGenerator from "../cloudFormationGenerator.js";
 import type * as codeGenerator from "../codeGenerator.js";
 import type * as cognitoAuth from "../cognitoAuth.js";
 import type * as constants from "../constants.js";
-import type * as containerOrchestrator from "../containerOrchestrator.js";
 import type * as conversationAnalysis from "../conversationAnalysis.js";
 import type * as conversations from "../conversations.js";
 import type * as crons from "../crons.js";
@@ -56,18 +55,21 @@ import type * as http from "../http.js";
 import type * as interleavedReasoning from "../interleavedReasoning.js";
 import type * as lambdaTesting from "../lambdaTesting.js";
 import type * as lib_aws_cloudwatchClient from "../lib/aws/cloudwatchClient.js";
-import type * as lib_aws_ecsClient from "../lib/aws/ecsClient.js";
+import type * as lib_aws_credentials from "../lib/aws/credentials.js";
 import type * as lib_aws_s3Client from "../lib/aws/s3Client.js";
 import type * as lib_bedrockGate from "../lib/bedrockGate.js";
 import type * as lib_cloudFormationGenerator from "../lib/cloudFormationGenerator.js";
 import type * as lib_dynamicModelSwitching from "../lib/dynamicModelSwitching.js";
 import type * as lib_fileGenerators from "../lib/fileGenerators.js";
+import type * as lib_iterativeLoop from "../lib/iterativeLoop.js";
+import type * as lib_jsonUtils from "../lib/jsonUtils.js";
 import type * as lib_memoryStore from "../lib/memoryStore.js";
 import type * as lib_messageExecutor from "../lib/messageExecutor.js";
 import type * as lib_roles from "../lib/roles.js";
 import type * as lib_strandsTools from "../lib/strandsTools.js";
 import type * as lib_tierConfig from "../lib/tierConfig.js";
 import type * as lib_tokenBilling from "../lib/tokenBilling.js";
+import type * as lib_toolDispatch from "../lib/toolDispatch.js";
 import type * as lib_unifiedModalitySwitching from "../lib/unifiedModalitySwitching.js";
 import type * as localModelDetector from "../localModelDetector.js";
 import type * as maintenance from "../maintenance.js";
@@ -150,7 +152,6 @@ declare const fullApi: ApiFromModules<{
   codeGenerator: typeof codeGenerator;
   cognitoAuth: typeof cognitoAuth;
   constants: typeof constants;
-  containerOrchestrator: typeof containerOrchestrator;
   conversationAnalysis: typeof conversationAnalysis;
   conversations: typeof conversations;
   crons: typeof crons;
@@ -167,18 +168,21 @@ declare const fullApi: ApiFromModules<{
   interleavedReasoning: typeof interleavedReasoning;
   lambdaTesting: typeof lambdaTesting;
   "lib/aws/cloudwatchClient": typeof lib_aws_cloudwatchClient;
-  "lib/aws/ecsClient": typeof lib_aws_ecsClient;
+  "lib/aws/credentials": typeof lib_aws_credentials;
   "lib/aws/s3Client": typeof lib_aws_s3Client;
   "lib/bedrockGate": typeof lib_bedrockGate;
   "lib/cloudFormationGenerator": typeof lib_cloudFormationGenerator;
   "lib/dynamicModelSwitching": typeof lib_dynamicModelSwitching;
   "lib/fileGenerators": typeof lib_fileGenerators;
+  "lib/iterativeLoop": typeof lib_iterativeLoop;
+  "lib/jsonUtils": typeof lib_jsonUtils;
   "lib/memoryStore": typeof lib_memoryStore;
   "lib/messageExecutor": typeof lib_messageExecutor;
   "lib/roles": typeof lib_roles;
   "lib/strandsTools": typeof lib_strandsTools;
   "lib/tierConfig": typeof lib_tierConfig;
   "lib/tokenBilling": typeof lib_tokenBilling;
+  "lib/toolDispatch": typeof lib_toolDispatch;
   "lib/unifiedModalitySwitching": typeof lib_unifiedModalitySwitching;
   localModelDetector: typeof localModelDetector;
   maintenance: typeof maintenance;

convex/agentAsToolGenerator.ts

@@ -9,6 +9,7 @@ import { action } from "./_generated/server";
 import { v } from "convex/values";
 import { api } from "./_generated/api";
 import type { Id } from "./_generated/dataModel";
+import { escapePythonString, escapePythonTripleQuote } from "./constants";
 
 /**
  * Generate agent-as-tool wrapper code
@@ -21,7 +22,7 @@ export const generateAgentAsTool = action( {
     const agent: any = await ctx.runQuery( api.agents.get, { id: args.agentId } );
     if ( !agent ) throw new Error( "Agent not found" );
 
-    const toolName: string = agent.name.replaceAll( /[^a-zA-Z0-9_]/g, '_' ).toLowerCase();
+    const toolName: string = agent.name.replaceAll( /\W/g, '_' ).toLowerCase();
     const toolCode = generateToolCode( agent.name, toolName, agent.description || "", args.agentId );
 
     return {
@@ -42,8 +43,9 @@ function generateToolCode(
   agentId: string
 ): string {
   // Sanitize inputs to prevent template injection in generated Python code
-  const sanitize = ( s: string ) => s.replaceAll( '\\', "\\\\" ).replaceAll( '"""', String.raw`\"\"\"` );
-  const safeAgentName = sanitize( agentName );
+  const safeAgentName = escapePythonTripleQuote(agentName);
+  const safeDescription = escapePythonString(description || `Invoke ${agentName} agent to handle specialized tasks`);
+  const safeAgentNameDQ = escapePythonString(agentName);
   return `"""
 Agent-as-Tool: ${safeAgentName}
 Auto-generated wrapper to use ${safeAgentName} as a tool in other agents.
@@ -56,11 +58,11 @@ from typing import Optional
 
 @tool(
     name="${toolName}",
-    description="${description || `Invoke ${agentName} agent to handle specialized tasks`}",
+    description="${safeDescription}",
     parameters={
         "task": {
             "type": "string",
-            "description": "The task or question to send to ${agentName}",
+            "description": "The task or question to send to ${safeAgentNameDQ}",
             "required": True
         },
         "context": {
@@ -72,17 +74,17 @@ from typing import Optional
 )
 async def ${toolName}(task: str, context: Optional[dict] = None) -> str:
     """
-    Invoke ${agentName} agent as a tool.
+    Invoke ${safeAgentName} agent as a tool.
 
     This allows hierarchical agent architectures where one agent
     can delegate tasks to specialized agents.
 
     Args:
-        task: The task or question for ${agentName}
+        task: The task or question for ${safeAgentName}
         context: Optional context dictionary
 
     Returns:
-        str: Response from ${agentName}
+        str: Response from ${safeAgentName}
     """
     try:
         # Get platform API endpoint from environment
@@ -139,7 +141,7 @@ export const generateCoordinatorAgent = action( {
     // Generate tool wrappers for each agent
     const agentTools: Array<{ name: string; agentId: string; agentName: string; description: string }> = agents.map( ( agent: any ) => {
       if ( !agent ) return null;
-      const toolName: string = agent.name.replaceAll( /[\W]/g, '_' ).toLowerCase();
+      const toolName: string = agent.name.replaceAll( /\W/g, '_' ).toLowerCase();
       return {
         name: toolName,
         agentId: agent._id,
@@ -277,7 +279,7 @@ export const linkAgentsForCoordination = action( {
         const child: any = await ctx.runQuery( api.agents.get, { id: childId } );
         if ( !child ) return null;
 
-        const toolName: string = child.name.replaceAll( /[\W]/g, '_' ).toLowerCase();
+        const toolName: string = child.name.replaceAll( /\W/g, '_' ).toLowerCase();
         return {
           name: toolName,
           type: "agent_tool",