refactor: move factcloud from hardcoded SSM to per-user DynamoDB oauth2_m2m connection

- Add oauth2_m2m auth type to mcp_loader.py (client_secret in record, not SSM) - Remove _get_factcloud_token(), FACTCLOUD_* config, factcloud_clients from main.py - Seed Daniel's factcloud connection into enrolled_services.mcp_connections - factcloud now loaded dynamically via mcp_loader at session start
feat: wire factcloud as direct MCP connection, drop knowledge_agent subagent
2026-05-16 09:49:28 -05:00 · 2026-05-16 09:25:55 -05:00 · 2026-05-16 07:11:39 -05:00 · 2026-05-16 07:07:46 -05:00 · 2026-05-15 23:32:23 -05:00 · 2026-05-15 20:35:02 -05:00
36 changed files with 2258 additions and 577 deletions
--- a/agentclaw/agentcore/agentcore.json
+++ b/agentclaw/agentcore/agentcore.json
@@ -22,7 +22,8 @@
        "WORKSPACE_BUCKET_NAME": "agent-claw-workspace-495395224548",
        "TELEGRAM_BOT_TOKEN_SSM_PARAM": "/agent-claw/telegram-bot-token",
        "BRAVE_API_KEY_SSM_PARAM": "/agent-claw/brave-api-key",
-        "SCHEDULER_LAMBDA_ARN": "arn:aws:lambda:us-east-1:495395224548:function:agent-claw-scheduler"
+        "SCHEDULER_LAMBDA_ARN": "arn:aws:lambda:us-east-1:495395224548:function:agent-claw-scheduler",
+        "EXECUTION_ROLE_ARN": "arn:aws:iam::495395224548:role/AgentCore-agentclaw-defau-ApplicationAgentAgentClaw-Ttg8kEtQ3cJj"
      }
    }
  ],
@@ -60,4 +61,4 @@
  "configBundles": [],
  "abTests": [],
  "httpGateways": []
-}
+}
--- a/agentclaw/app/agent_claw_main/config.py
+++ b/agentclaw/app/agent_claw_main/config.py
@@ -0,0 +1,27 @@
+"""Config loader — fetches model IDs and service URLs from SSM Parameter Store at cold start."""
+
+import boto3
+
+_DEFAULTS = {
+    '/agent-claw/model-id': 'us.anthropic.claude-sonnet-4-6',
+    '/agent-claw/config/compaction_model_id': 'us.anthropic.claude-3-5-haiku-20241022-v1:0',
+    '/agent-claw/aws-mcp-url': 'https://aws-mcp.us-east-1.api.aws/mcp',
+}
+
+
+def _load():
+    ssm = boto3.client('ssm', region_name='us-east-1')
+    names = list(_DEFAULTS.keys())
+    try:
+        resp = ssm.get_parameters(Names=names, WithDecryption=True)
+        found = {p['Name']: p['Value'] for p in resp['Parameters']}
+    except Exception:
+        found = {}
+    return {name: found.get(name, default) for name, default in _DEFAULTS.items()}
+
+
+_params = _load()
+
+AGENT_MODEL_ID: str = _params['/agent-claw/model-id']
+COMPACTION_MODEL_ID: str = _params['/agent-claw/config/compaction_model_id']
+AWS_MCP_URL: str = _params['/agent-claw/aws-mcp-url']
--- a/agentclaw/app/agent_claw_main/main.py
+++ b/agentclaw/app/agent_claw_main/main.py
@@ -4,6 +4,7 @@ agent-claw Runtime 1 — main assistant agent.
 Entrypoint for AgentCore CodeZip deployment.
 """
 import os
+import time
 from strands import Agent, tool
 from strands.models import BedrockModel
 from bedrock_agentcore.runtime import BedrockAgentCoreApp
@@ -11,6 +12,7 @@ from bedrock_agentcore.runtime import BedrockAgentCoreApp
 from channels.telegram import TelegramAdapter
 from prompt_builder import build_system_prompt, invalidate_prompt
 import memory_manager
+import config
 from tools import web as web_tools
 from tools import workspace as ws_tools
 from tools import messaging
@@ -34,6 +36,7 @@ OAUTH_START_URL = (
    or 'https://sptejrymri.execute-api.us-east-1.amazonaws.com/oauth/start'
 )
 USERS_TABLE_NAME = os.environ.get('USERS_TABLE_NAME', 'agent-claw-users')
+EXECUTION_ROLE_ARN = os.environ.get('EXECUTION_ROLE_ARN', '')


 class _SigV4HttpxAuth(httpx.Auth):
@@ -61,13 +64,68 @@ class _SigV4HttpxAuth(httpx.Auth):
        if self._actor_id:
            request.headers['x-actor-id'] = self._actor_id
        yield request
+
 from bedrock_agentcore.memory.integrations.strands.config import AgentCoreMemoryConfig
 from bedrock_agentcore.memory.integrations.strands.session_manager import AgentCoreMemorySessionManager
 # code_interpreter removed — causes [Errno 98] port 8080 conflict on warm container re-init
 from tools.code_interpreter import run_code
+from strands_tools import http_request, file_read

 app = BedrockAgentCoreApp()

+_aws_mcp_client = None
+_aws_mcp_tools = []
+try:
+    from strands.tools.mcp import MCPClient
+    from mcp_proxy_for_aws.client import aws_iam_streamablehttp_client
+    _aws_mcp_client = MCPClient(
+        lambda: aws_iam_streamablehttp_client(config.AWS_MCP_URL, aws_service="aws-mcp")
+    )
+    _aws_mcp_tools = [_aws_mcp_client]
+    print('[main] AWS MCP client created')
+except Exception as _e:
+    import traceback
+    print(f'[main] AWS MCP client failed: {type(_e).__name__}: {_e}')
+    print(traceback.format_exc())
+
+
+# ── Subagent loading ──────────────────────────────────────────────────────
+
+
+TOOL_PRESETS = {
+    "aws":       lambda: [MCPClient(lambda: aws_iam_streamablehttp_client(config.AWS_MCP_URL, aws_service="aws-mcp"))],
+    "coding":    lambda: [MCPClient(lambda: aws_iam_streamablehttp_client(config.AWS_MCP_URL, aws_service="aws-mcp")), run_code],
+    "documents": lambda: [http_request, file_read],
+}
+
+
+def _load_subagents(ssm_client) -> list:
+    """Load subagent definitions from SSM and return as tools."""
+    import json
+    try:
+        resp = ssm_client.get_parameter(Name='/agent-claw/subagents')
+        defs = json.loads(resp['Parameter']['Value'])
+    except Exception as e:
+        print(f'[main] Failed to load subagents from SSM: {type(e).__name__}: {e}')
+        return []
+    tools = []
+    for cfg in defs:
+        preset = cfg.get('tools', '')
+        if preset not in TOOL_PRESETS:
+            print(f'[main] Unknown tool preset "{preset}" for subagent "{cfg.get("name")}", skipping')
+            continue
+        try:
+            sub = Agent(
+                model=BedrockModel(model_id=cfg['model_id'], region_name='us-east-1'),
+                system_prompt=cfg['system_prompt'],
+                tools=TOOL_PRESETS[preset](),
+            )
+            tools.append(sub.as_tool(name=cfg['name'], description=cfg['description']))
+        except Exception as e:
+            print(f'[main] Failed to build subagent "{cfg.get("name")}": {type(e).__name__}: {e}')
+    print(f'[main] Loaded {len(tools)} subagent(s)')
+    return tools
+

 # ── Tool definitions ──────────────────────────────────────────────────────

@@ -263,6 +321,237 @@ def manage_service(action: str, service: str, config: dict | None = None) -> str
        return f'Unknown action: {action}. Use "enroll", "remove", or "list".'


+@tool
+def request_iam_permission(action: str, resource: str, reason: str) -> str:
+    """Request IAM permission from the user. ALWAYS call this before apply_iam_permission.
+    Sends the user a Telegram message explaining what permission is needed and why.
+    After calling this, wait for the user to explicitly say 'yes' before proceeding.
+
+    Args:
+        action: IAM action to request (e.g. 's3:PutObject')
+        resource: Resource ARN the action applies to (e.g. 'arn:aws:s3:::my-bucket/*')
+        reason: Why this permission is needed
+    """
+    msg = (
+        f"⚠️ *IAM Permission Request*\n\n"
+        f"I need to add the following permission to my execution role:\n\n"
+        f"• Action: `{action}`\n"
+        f"• Resource: `{resource}`\n"
+        f"• Reason: {reason}\n\n"
+        f"Reply *yes* to approve or *no* to deny."
+    )
+    messaging.send(msg)
+    return "Permission request sent. Wait for the user to reply 'yes' before calling apply_iam_permission."
+
+
+@tool
+def apply_iam_permission(action: str, resource: str, policy_name: str) -> str:
+    """Apply an IAM permission to the agent execution role.
+    Only call this after the user has explicitly approved via request_iam_permission.
+
+    Args:
+        action: IAM action to allow (e.g. 's3:PutObject')
+        resource: Resource ARN the action applies to
+        policy_name: Unique name for the inline policy (e.g. 'AllowS3PutObject')
+    """
+    if not EXECUTION_ROLE_ARN:
+        return 'EXECUTION_ROLE_ARN not configured.'
+    import json as _json
+    role_name = EXECUTION_ROLE_ARN.split('/')[-1]
+    policy_doc = _json.dumps({
+        'Version': '2012-10-17',
+        'Statement': [{'Effect': 'Allow', 'Action': action, 'Resource': resource}],
+    })
+    boto3.client('iam', region_name='us-east-1').put_role_policy(
+        RoleName=role_name,
+        PolicyName=policy_name,
+        PolicyDocument=policy_doc,
+    )
+    return f"Applied policy '{policy_name}': Allow {action} on {resource}."
+
+
+@tool
+def aws_list_lambda_functions(region: str = "us-east-1") -> str:
+    """List AWS Lambda functions in the specified region. Uses execution role credentials directly via boto3."""
+    import boto3
+    client = boto3.client("lambda", region_name=region)
+    paginator = client.get_paginator("list_functions")
+    functions = []
+    for page in paginator.paginate():
+        for fn in page["Functions"]:
+            functions.append(f"{fn['FunctionName']} ({fn['Runtime']})")
+    return f"{len(functions)} Lambda functions in {region}:\n" + "\n".join(functions)
+
+
+@tool
+def aws_get_cost_and_usage(start_date: str, end_date: str, granularity: str = "MONTHLY") -> str:
+    """Get AWS Cost and Usage report. start_date and end_date in YYYY-MM-DD format. Uses execution role credentials."""
+    import boto3
+    client = boto3.client("ce", region_name="us-east-1")
+    response = client.get_cost_and_usage(
+        TimePeriod={"Start": start_date, "End": end_date},
+        Granularity=granularity,
+        Metrics=["UnblendedCost"]
+    )
+    lines = []
+    for result in response["ResultsByTime"]:
+        period = f"{result['TimePeriod']['Start']} to {result['TimePeriod']['End']}"
+        cost = result["Total"]["UnblendedCost"]["Amount"]
+        unit = result["Total"]["UnblendedCost"]["Unit"]
+        lines.append(f"{period}: {cost} {unit}")
+    return "\n".join(lines)
+
+
+@tool
+def aws_describe_service(service: str, region: str = "us-east-1") -> str:
+    """Describe an AWS service. service can be: lambda, s3, cloudformation, dynamodb, sqs. Returns summary of key resources."""
+    import boto3
+    session = boto3.Session(region_name=region)
+    if service == "s3":
+        client = session.client("s3")
+        buckets = client.list_buckets()["Buckets"]
+        return f"{len(buckets)} S3 buckets: " + ", ".join(b["Name"] for b in buckets[:20])
+    elif service == "cloudformation":
+        client = session.client("cloudformation")
+        stacks = client.list_stacks(StackStatusFilter=["CREATE_COMPLETE", "UPDATE_COMPLETE", "ROLLBACK_COMPLETE"])["StackSummaries"]
+        return f"{len(stacks)} stacks: " + ", ".join(s["StackName"] for s in stacks[:20])
+    elif service == "dynamodb":
+        client = session.client("dynamodb")
+        tables = client.list_tables()["TableNames"]
+        return f"{len(tables)} DynamoDB tables: " + ", ".join(tables[:20])
+    elif service == "sqs":
+        client = session.client("sqs")
+        queues = client.list_queues().get("QueueUrls", [])
+        return f"{len(queues)} SQS queues: " + ", ".join(q.split("/")[-1] for q in queues[:20])
+    else:
+        return f"Service {service} not yet implemented. Try: lambda, s3, cloudformation, dynamodb, sqs"
+
+
+# ── Goal helpers ──────────────────────────────────────────────────────────
+
+from datetime import datetime as _dt
+from zoneinfo import ZoneInfo as _ZoneInfo
+
+def _now_iso() -> str:
+    return _dt.now(_ZoneInfo('America/Chicago')).strftime('%Y-%m-%dT%H:%M:%S%z')
+
+
+def _read_goal() -> str | None:
+    """Read GOAL.md from S3, return content or None."""
+    try:
+        return ws_tools.read_file('GOAL.md')
+    except Exception:
+        return None
+
+
+def _write_goal(content: str):
+    ws_tools.write_file('GOAL.md', content)
+    invalidate_prompt()
+
+
+def _delete_goal():
+    try:
+        _s3 = boto3.client('s3')
+        _s3.delete_object(Bucket=ws_tools.get_bucket(), Key='GOAL.md')
+        ws_tools._cache.pop('GOAL.md', None)
+        invalidate_prompt()
+    except Exception:
+        pass
+
+
+def _parse_goal_status(content: str) -> str:
+    """Extract Status field from GOAL.md content."""
+    for line in content.splitlines():
+        if line.startswith('**Status:**'):
+            return line.split('**Status:**')[1].strip()
+    return 'unknown'
+
+
+def _get_active_goal_context() -> dict | None:
+    """Return goal context dict if active, else None."""
+    content = _read_goal()
+    if not content or _parse_goal_status(content) != 'active':
+        return None
+    objective = stopping = last_cp = ''
+    for line in content.splitlines():
+        if line.startswith('**Objective:**'):
+            objective = line.split('**Objective:**')[1].strip()
+        elif line.startswith('**Stopping condition:**'):
+            stopping = line.split('**Stopping condition:**')[1].strip()
+        elif line.startswith('- ['):
+            last_cp = line  # last checkpoint line wins
+    return {'objective': objective, 'stopping_condition': stopping, 'last_checkpoint': last_cp}
+
+
+def _handle_goal_command(prompt: str) -> str | None:
+    """Handle /goal commands. Returns reply string or None if not a goal command."""
+    parts = prompt.split(None, 2)  # ['/goal', subcommand?, rest?]
+    cmd = parts[1] if len(parts) > 1 else 'status'
+    rest = parts[2] if len(parts) > 2 else ''
+
+    if cmd == 'set':
+        if not rest:
+            return '❌ Usage: `/goal set <objective>` or `/goal set <objective> | <stopping condition>`'
+        if '|' in rest:
+            objective, stopping = [s.strip() for s in rest.split('|', 1)]
+        else:
+            objective, stopping = rest.strip(), 'not specified'
+        content = (
+            f'# Goal\n\n'
+            f'**Objective:** {objective}\n'
+            f'**Stopping condition:** {stopping}\n'
+            f'**Status:** active\n'
+            f'**Set at:** {_now_iso()}\n\n'
+            f'## Checkpoint log\n'
+        )
+        _write_goal(content)
+        return f'✅ Goal set: {objective}\nStopping condition: {stopping}'
+
+    elif cmd in ('status', '/goal'):
+        content = _read_goal()
+        if not content:
+            return '📋 No active goal. Use `/goal set <objective>` to set one.'
+        return content
+
+    elif cmd == 'checkpoint':
+        if not rest:
+            return '❌ Usage: `/goal checkpoint <note>`'
+        content = _read_goal()
+        if not content:
+            return '❌ No active goal to checkpoint.'
+        entry = f'- [{_now_iso()}] {rest}\n'
+        content = content.rstrip() + '\n' + entry
+        _write_goal(content)
+        return f'✅ Checkpoint added: {rest}'
+
+    elif cmd == 'pause':
+        content = _read_goal()
+        if not content:
+            return '❌ No active goal to pause.'
+        content = content.replace('**Status:** active', '**Status:** paused')
+        _write_goal(content)
+        return '⏸️ Goal paused.'
+
+    elif cmd == 'resume':
+        content = _read_goal()
+        if not content:
+            return '❌ No goal to resume.'
+        content = content.replace('**Status:** paused', '**Status:** active')
+        _write_goal(content)
+        return '▶️ Goal resumed.'
+
+    elif cmd == 'clear':
+        _delete_goal()
+        return '🗑️ Goal cleared.'
+
+    else:
+        # Not a recognized subcommand — treat the whole thing as status check
+        content = _read_goal()
+        if not content:
+            return '📋 No active goal. Use `/goal set <objective>` to set one.'
+        return content
+
+
 # ── Entrypoint ────────────────────────────────────────────────────────────

 # Module-level actor_id for tool closures (set per-invocation)
@@ -365,20 +654,14 @@ async def main(payload: dict, context):
    if ltm_block:
        system_prompt = system_prompt + '\n\n---\n\n' + ltm_block

-    # Inject current datetime so the model always has accurate time context
-    from datetime import datetime
-    from zoneinfo import ZoneInfo
-    _tz = ZoneInfo('America/Chicago')
-    _now = datetime.now(_tz)
-    _time_str = _now.strftime('%A, %B %d, %Y %I:%M %p %Z')
-    system_prompt = system_prompt + f'\n\nCurrent date/time: {_time_str}'
-    print(f'[main] System prompt time injection: {_time_str}')
+    system_prompt += '\nAWS tools available: call_aws (any AWS API via AWS MCP Server), aws_list_lambda_functions, aws_get_cost_and_usage, aws_describe_service. Use call_aws directly for AWS API calls — do NOT say you lack AWS access.'
+    system_prompt += '\n\nSubagents available — use them aggressively to save cost and improve quality:\n- aws_agent: all AWS infrastructure, cost, resource, IAM, CloudWatch queries\n- coding_agent: code writing, builds, deployments, CodeBuild/AppRunner/ECR\n- document_agent: summarize URLs, extract data from documents, process long text\nYou also have direct access to factcloud MCP tools (your personal knowledge graph) loaded from your MCP connections — use them directly for any factbase, factcloud, or knowledge base queries. Do NOT say you lack access to factcloud.\nDefault to delegating to subagents; only answer directly for simple conversational responses or tasks that don\'t fit a subagent.'

    # Model: claude-sonnet-4-6 via cross-region inference
    # NOTE: extended thinking disabled — causes retry/duplicate issues with streaming
    from botocore.config import Config as BotoConfig
    model = BedrockModel(
-        model_id="us.anthropic.claude-sonnet-4-6",
+        model_id=config.AGENT_MODEL_ID,
        region_name="us-east-1",
        boto_client_config=BotoConfig(read_timeout=600, connect_timeout=10),
    )
@@ -387,12 +670,18 @@ async def main(payload: dict, context):
                  home_assistant, connect_google_account, list_google_accounts, remove_google_account,
                  manage_service, manage_mcp_connection, schedule_reminder, list_reminders, cancel_reminder,
                  list_calendars, get_calendar_events, list_gmail_messages, get_gmail_message,
-                  run_code, send_file]
+                  run_code, send_file, request_iam_permission, apply_iam_permission,
+                  aws_list_lambda_functions, aws_get_cost_and_usage, aws_describe_service]

    # Load user's dynamic MCP connections
    mcp_connections = services.get('mcp_connections', [])
    mcp_clients, _mcp_to_close = mcp_loader.load_mcp_tools(mcp_connections, actor_id)
-    all_tools = base_tools + mcp_clients
+
+    # Load subagents from SSM
+    ssm = boto3.client('ssm', region_name='us-east-1')
+    subagent_tools = _load_subagents(ssm)
+
+    all_tools = base_tools + _aws_mcp_tools + mcp_clients + subagent_tools

    agent = Agent(
        model=model,
@@ -401,9 +690,42 @@ async def main(payload: dict, context):
        tools=all_tools,
    )

+    # Intercept /goal commands — handle directly without LLM
+    prompt = payload.get('prompt', '')
+    if prompt.strip().startswith('/goal'):
+        goal_reply = _handle_goal_command(prompt.strip())
+        if goal_reply is not None:
+            yield {'data': goal_reply}
+            _typing_active = False
+            session_manager.close()
+            mcp_loader.close_mcp_clients(_mcp_to_close)
+            return
+
+    # Intercept heartbeat: replace bare [HEARTBEAT] with a strict-format instruction.
+    # Agent-runner suppresses replies that start with HEARTBEAT_OK, so only real alerts reach Telegram.
+    if prompt.strip() == '[HEARTBEAT]':
+        # Inject goal context into heartbeat if active
+        goal_ctx = _get_active_goal_context()
+        goal_heartbeat = ''
+        if goal_ctx:
+            goal_heartbeat = (
+                f' You have an active goal: "{goal_ctx["objective"]}". '
+                f'Stopping condition: "{goal_ctx["stopping_condition"]}". '
+                f'Last checkpoint: "{goal_ctx["last_checkpoint"]}". '
+                f'Make progress toward this goal or report blockers.'
+            )
+        prompt = (
+            'HEARTBEAT CHECK: Silently check for anything urgent Daniel should know about '
+            '(calendar events starting within 2 hours, unread urgent emails, overdue reminders). '
+            'Do NOT narrate your checking process. '
+            'If nothing is urgent: reply with the single word HEARTBEAT_OK and nothing else. '
+            'If something IS urgent: reply with 2-3 lines max summarising only the urgent items.'
+            + goal_heartbeat
+        )
+
    final_message = None
    try:
-        async for event in agent.stream_async(payload.get('prompt', '')):
+        async for event in agent.stream_async(prompt):
            if 'result' in event:
                final_message = event['result'].message
            yield event
--- a/agentclaw/app/agent_claw_main/mcp_loader.py
+++ b/agentclaw/app/agent_claw_main/mcp_loader.py
@@ -45,12 +45,40 @@ def _get_oauth_token(conn: dict, actor_id: str) -> str:
    return token


+def _get_m2m_token(conn: dict, actor_id: str) -> str:
+    """Fetch OAuth token for oauth2_m2m (secret stored directly in record)."""
+    cache_key = f"{actor_id}:{conn['name']}"
+    cached = _token_cache.get(cache_key)
+    if cached and cached['expires_at'] > time.time() + 60:
+        return cached['token']
+
+    data = urllib.parse.urlencode({
+        'grant_type': 'client_credentials',
+        'client_id': conn['client_id'],
+        'client_secret': conn['client_secret'],
+        'scope': conn.get('scopes', conn.get('scope', '')),
+    }).encode()
+
+    req = urllib.request.Request(conn['token_url'], data=data,
+                                headers={'Content-Type': 'application/x-www-form-urlencoded'})
+    with urllib.request.urlopen(req, timeout=10) as resp:
+        body = json.loads(resp.read())
+
+    token = body['access_token']
+    expires_in = body.get('expires_in', 3600)
+    _token_cache[cache_key] = {'token': token, 'expires_at': time.time() + expires_in}
+    return token
+
+
 def _resolve_auth_headers(conn: dict, actor_id: str) -> dict:
    """Resolve auth headers for a connection."""
    auth_type = conn.get('auth_type', 'none')
    if auth_type == 'oauth_client_credentials':
        token = _get_oauth_token(conn, actor_id)
        return {'Authorization': f'Bearer {token}'}
+    elif auth_type == 'oauth2_m2m':
+        token = _get_m2m_token(conn, actor_id)
+        return {'Authorization': f'Bearer {token}'}
    elif auth_type == 'bearer':
        token = _get_ssm_value(conn['token_ssm'])
        return {'Authorization': f'Bearer {token}'}
--- a/agentclaw/app/agent_claw_main/memory_manager.py
+++ b/agentclaw/app/agent_claw_main/memory_manager.py
@@ -10,13 +10,14 @@ import boto3

 from bedrock_agentcore.memory.client import MemoryClient

+import config
+
 logger = logging.getLogger(__name__)

 MEMORY_ID = 'agentclaw_AgentClawMemory-i7Csf776AH'
 SESSION_WINDOW_SIZE = 100
 USERS_TABLE_NAME = os.environ.get('USERS_TABLE_NAME', 'agent-claw-users')
 LTM_SESSION_ID = 'ltm-extractions'
-HAIKU_MODEL_ID = 'us.anthropic.claude-3-5-haiku-20241022-v1:0'

 _memory_client: MemoryClient | None = None

@@ -110,7 +111,7 @@ def _call_claude_extraction(conversation_text: str) -> dict:
        'Conversation:\n' + conversation_text
    )
    resp = bedrock.converse(
-        modelId=HAIKU_MODEL_ID,
+        modelId=config.COMPACTION_MODEL_ID,
        messages=[{'role': 'user', 'content': [{'text': prompt}]}],
        inferenceConfig={'maxTokens': 1024},
    )
--- a/agentclaw/app/agent_claw_main/prompt_builder.py
+++ b/agentclaw/app/agent_claw_main/prompt_builder.py
@@ -46,14 +46,24 @@ def _get_base_prompt(actor_id: str = '') -> str:
    s3 = boto3.client('s3')
    parts = []

-    # MEMORY.md removed — AgentCore Memory handles persistent facts via conversation history.
-    # Long-term memory extraction (retrieval_config + memory strategy) is the right layer for this.
+    # Inject active goal at the top of context
+    try:
+        obj = s3.get_object(Bucket=bucket, Key='GOAL.md')
+        goal_content = obj['Body'].read().decode('utf-8')
+        if '**Status:** active' in goal_content:
+            parts.append(f'## Active Goal\n{goal_content}')
+            print(f'[prompt_builder] Injected GOAL.md ({len(goal_content)} bytes)')
+    except Exception:
+        pass

-    for fname in ['SOUL.md', 'AGENTS.md', 'IDENTITY.md', 'TOOLS.md', 'HEARTBEAT.md']:
+    for fname in ['SOUL.md', 'STATUS.md']:
        try:
            obj = s3.get_object(Bucket=bucket, Key=fname)
            content = obj['Body'].read().decode('utf-8')
-            parts.append(f'## {fname}\n{content}')
+            if fname == 'STATUS.md':
+                parts.append(f'## Status — In Progress\n{content}')
+            else:
+                parts.append(content)
            print(f'[prompt_builder] Loaded {fname} ({len(content)} bytes)')
        except Exception as e:
            print(f'[prompt_builder] Failed to load {fname}: {e}')
@@ -74,7 +84,11 @@ def _get_base_prompt(actor_id: str = '') -> str:
        'want you to remember it.\n'
        '- If you notice a fact that seems important but may not be in LTM yet (e.g. a '
        'deadline, a preference, a name), you may say "I\'ll keep that in mind" — but do '
-        'not ask permission or make a production of it.'
+        'not ask permission or make a production of it.\n'
+        '- **In-progress tracking (STATUS.md):** When you start async work (CodeBuild job, '
+        'reminder, deployment, anything you need to check back on), update STATUS.md using '
+        "write_workspace_file('STATUS.md', content). Clear entries when complete. Check "
+        "STATUS.md at the start of sessions where Daniel asks 'what's happening' or 'any updates'."
    )
    parts.append('## Runtime\nRuntime: agent-claw | host=AgentCore | model=bedrock-claude-sonnet | channel=telegram | timezone=America/Chicago')

--- a/agentclaw/app/agent_claw_main/pyproject.toml
+++ b/agentclaw/app/agent_claw_main/pyproject.toml
@@ -15,6 +15,7 @@ dependencies = [
    "strands-agents-tools >= 0.5.0",
    "strands-agents >= 1.13.0",
    "workspace-mcp >= 1.20.0",
+    "mcp-proxy-for-aws >= 1.0.0",
 ]

 [tool.hatch.build.targets.wheel]
--- a/agentclaw/app/agent_claw_main/uv.lock
+++ b/agentclaw/app/agent_claw_main/uv.lock
@@ -15,6 +15,7 @@ dependencies = [
    { name = "aws-opentelemetry-distro" },
    { name = "bedrock-agentcore" },
    { name = "botocore", extra = ["crt"] },
+    { name = "mcp-proxy-for-aws" },
    { name = "strands-agents" },
    { name = "strands-agents-tools" },
    { name = "workspace-mcp" },
@@ -25,6 +26,7 @@ requires-dist = [
    { name = "aws-opentelemetry-distro" },
    { name = "bedrock-agentcore", specifier = ">=1.0.3" },
    { name = "botocore", extras = ["crt"], specifier = ">=1.35.0" },
+    { name = "mcp-proxy-for-aws", specifier = ">=1.0.0" },
    { name = "strands-agents", specifier = ">=1.13.0" },
    { name = "strands-agents-tools", specifier = ">=0.5.0" },
    { name = "workspace-mcp", specifier = ">=1.20.0" },
@@ -1456,6 +1458,20 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/9c/46/f6b4ad632c67ef35209a66127e4bddc95759649dd595f71f13fba11bdf9a/mcp-1.27.0-py3-none-any.whl", hash = "sha256:5ce1fa81614958e267b21fb2aa34e0aea8e2c6ede60d52aba45fd47246b4d741", size = 215967, upload-time = "2026-04-02T14:48:07.24Z" },
 ]

+[[package]]
+name = "mcp-proxy-for-aws"
+version = "1.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "boto3" },
+    { name = "botocore", extra = ["crt"] },
+    { name = "fastmcp" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/de/ba/7de2c1d132206ac5aae6ae4125ff97c62f19add9ea4593d26a4c5dec437e/mcp_proxy_for_aws-1.4.2.tar.gz", hash = "sha256:939c0cad338051776fab263b5f7d1e97c6507e31502e3c3ce895c3166b06b002", size = 417185, upload-time = "2026-04-30T11:19:09.072Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2b/47/382c2c603c89aa40feb798536564bb285635b4af6689a9d6d5018898057e/mcp_proxy_for_aws-1.4.2-py3-none-any.whl", hash = "sha256:b9cefc389bc618e28cad8b0558dd2eca9112e599738e17a8f695ad759d1b7de0", size = 34665, upload-time = "2026-04-30T11:19:10.18Z" },
+]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
--- a/cdk/bin/agent-claw.ts
+++ b/cdk/bin/agent-claw.ts
@@ -5,6 +5,11 @@ import { AgentClawStack } from '../lib/agent-claw-stack';

 const app = new cdk.App();

+// Billing tags applied to all resources in the stack
+cdk.Tags.of(app).add('project', 'agent-claw');
+cdk.Tags.of(app).add('env', 'prod');
+cdk.Tags.of(app).add('owner', 'daniel');
+
 new AgentClawStack(app, 'AgentClawStack', {
  env: {
    account: process.env.CDK_DEFAULT_ACCOUNT,
--- a/cdk/cdk.out/.cache/1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b.zip
+++ b/cdk/cdk.out/.cache/1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b.zip
--- a/cdk/cdk.out/.cache/59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848.zip
+++ b/cdk/cdk.out/.cache/59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848.zip
--- a/cdk/cdk.out/.cache/6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e.zip
+++ b/cdk/cdk.out/.cache/6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e.zip
--- a/cdk/cdk.out/.cache/b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f.zip
+++ b/cdk/cdk.out/.cache/b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f.zip
--- a/cdk/cdk.out/.cache/dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857.zip
+++ b/cdk/cdk.out/.cache/dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857.zip
--- a/cdk/cdk.out/.cache/e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2.zip
+++ b/cdk/cdk.out/.cache/e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2.zip
--- a/cdk/cdk.out/AgentClawStack.assets.json
+++ b/cdk/cdk.out/AgentClawStack.assets.json
@@ -1,91 +1,46 @@
 {
  "version": "53.0.0",
  "files": {
-    "e2659170a0721541efa761a8d5d04d5e36cbbf691c4b15a9053002b7c825055d": {
-      "displayName": "WorkspaceFiles/AwsCliLayer/Code",
-      "source": {
-        "path": "asset.e2659170a0721541efa761a8d5d04d5e36cbbf691c4b15a9053002b7c825055d.zip",
-        "packaging": "file"
-      },
-      "destinations": {
-        "495395224548-us-east-1-b19c5879": {
-          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "e2659170a0721541efa761a8d5d04d5e36cbbf691c4b15a9053002b7c825055d.zip",
-          "region": "us-east-1",
-          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
-        }
-      }
-    },
-    "3423a042b818e31c1e34a19d6689ab2e5f9b70fcbe9e71df66f241b20a200bd9": {
-      "displayName": "Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/Code",
-      "source": {
-        "path": "asset.3423a042b818e31c1e34a19d6689ab2e5f9b70fcbe9e71df66f241b20a200bd9",
-        "packaging": "zip"
-      },
-      "destinations": {
-        "495395224548-us-east-1-12f29a1a": {
-          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "3423a042b818e31c1e34a19d6689ab2e5f9b70fcbe9e71df66f241b20a200bd9.zip",
-          "region": "us-east-1",
-          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
-        }
-      }
-    },
-    "0feea8d997b96e31a1bd7dd049faf8ee17babeb6d2f5b663ba7e3a70387302e0": {
-      "displayName": "WorkspaceFiles/Asset1",
-      "source": {
-        "path": "asset.0feea8d997b96e31a1bd7dd049faf8ee17babeb6d2f5b663ba7e3a70387302e0",
-        "packaging": "zip"
-      },
-      "destinations": {
-        "495395224548-us-east-1-2e3561b9": {
-          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "0feea8d997b96e31a1bd7dd049faf8ee17babeb6d2f5b663ba7e3a70387302e0.zip",
-          "region": "us-east-1",
-          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
-        }
-      }
-    },
-    "f4461651bfa7d2822e3f36525ace7882e1610dcdaf85e052e1907241e25491d6": {
+    "e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2": {
      "displayName": "TgIngest/Code",
      "source": {
-        "path": "asset.f4461651bfa7d2822e3f36525ace7882e1610dcdaf85e052e1907241e25491d6",
+        "path": "asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2",
        "packaging": "zip"
      },
      "destinations": {
-        "495395224548-us-east-1-2abe2e26": {
+        "495395224548-us-east-1-351c433c": {
          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "f4461651bfa7d2822e3f36525ace7882e1610dcdaf85e052e1907241e25491d6.zip",
+          "objectKey": "e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2.zip",
          "region": "us-east-1",
          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
        }
      }
    },
-    "e8d92532d2cb081ba122764c803acc80aaa41350d3497665468ca165dd5ff799": {
+    "59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848": {
      "displayName": "AgentRunner/Code",
      "source": {
-        "path": "asset.e8d92532d2cb081ba122764c803acc80aaa41350d3497665468ca165dd5ff799",
+        "path": "asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848",
        "packaging": "zip"
      },
      "destinations": {
-        "495395224548-us-east-1-7c682050": {
+        "495395224548-us-east-1-16e7a6a4": {
          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "e8d92532d2cb081ba122764c803acc80aaa41350d3497665468ca165dd5ff799.zip",
+          "objectKey": "59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848.zip",
          "region": "us-east-1",
          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
        }
      }
    },
-    "99aabce70089266e2352cb313d55ee18b849e39c418e8e9cd25dea8c4bf85fc4": {
+    "6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e": {
      "displayName": "OAuthHandler/Code",
      "source": {
-        "path": "asset.99aabce70089266e2352cb313d55ee18b849e39c418e8e9cd25dea8c4bf85fc4",
+        "path": "asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e",
        "packaging": "zip"
      },
      "destinations": {
-        "495395224548-us-east-1-793899ae": {
+        "495395224548-us-east-1-fffb41e6": {
          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "99aabce70089266e2352cb313d55ee18b849e39c418e8e9cd25dea8c4bf85fc4.zip",
+          "objectKey": "6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e.zip",
          "region": "us-east-1",
          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
        }
@@ -106,31 +61,31 @@
        }
      }
    },
-    "8e7324457a5952eb51f04a34fbc5ba853252e7157d8d8958ac5fda92e72edb1f": {
+    "1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b": {
      "displayName": "Scheduler/Code",
      "source": {
-        "path": "asset.8e7324457a5952eb51f04a34fbc5ba853252e7157d8d8958ac5fda92e72edb1f",
+        "path": "asset.1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b",
        "packaging": "zip"
      },
      "destinations": {
-        "495395224548-us-east-1-89bca2fb": {
+        "495395224548-us-east-1-e6bab83a": {
          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "8e7324457a5952eb51f04a34fbc5ba853252e7157d8d8958ac5fda92e72edb1f.zip",
+          "objectKey": "1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b.zip",
          "region": "us-east-1",
          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
        }
      }
    },
-    "78c322849179468ec994f5c3e550a0db4961592ea962b9cf484463e5f04b5a70": {
+    "9c45c012ea9c045aa771b1c3049eadcb15fe66ca16d02e617d50ee9745fa967a": {
      "displayName": "AgentClawStack Template",
      "source": {
        "path": "AgentClawStack.template.json",
        "packaging": "file"
      },
      "destinations": {
-        "495395224548-us-east-1-02b0125a": {
+        "495395224548-us-east-1-0ef056b9": {
          "bucketName": "cdk-hnb659fds-assets-495395224548-us-east-1",
-          "objectKey": "78c322849179468ec994f5c3e550a0db4961592ea962b9cf484463e5f04b5a70.json",
+          "objectKey": "9c45c012ea9c045aa771b1c3049eadcb15fe66ca16d02e617d50ee9745fa967a.json",
          "region": "us-east-1",
          "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-file-publishing-role-495395224548-us-east-1"
        }
--- a/cdk/cdk.out/AgentClawStack.metadata.json
+++ b/cdk/cdk.out/AgentClawStack.metadata.json
@@ -8,16 +8,6 @@
      ]
    }
  ],
-  "/AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C": [
-    {
-      "type": "aws:cdk:is-custom-resource-handler-singleton",
-      "data": true
-    },
-    {
-      "type": "aws:cdk:is-custom-resource-handler-runtime-family",
-      "data": 2
-    }
-  ],
  "/AgentClawStack/SessionStore": [
    {
      "type": "aws:cdk:hasPhysicalName",
@@ -42,7 +32,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:378:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:421:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -56,7 +46,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:382:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:425:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -70,7 +60,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:386:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:429:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -84,7 +74,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:391:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:434:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -98,7 +88,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:396:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:439:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -112,7 +102,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:401:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:444:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -126,7 +116,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:406:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:449:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -140,7 +130,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:411:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:454:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -154,7 +144,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:416:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:459:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -168,7 +158,7 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:421:5)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:464:5)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -200,36 +190,6 @@
      ]
    }
  ],
-  "/AgentClawStack/WorkspaceBucket/Resource": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "WorkspaceBucket53E30B92"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        "...new Bucket2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:46:9)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
-  "/AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/Resource": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C81C01536"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        "...new BucketDeployment2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:55:7)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
  "/AgentClawStack/SessionStore/Resource": [
    {
      "type": "aws:cdk:logicalId",
@@ -239,7 +199,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Table2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:62:26)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:71:26)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -254,7 +214,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Table2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:71:24)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:80:24)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -269,7 +229,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Queue2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:79:26)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:88:26)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -284,7 +244,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:88:24)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:97:24)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -299,7 +259,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:105:27)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:116:27)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -314,7 +274,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new HttpApi2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:143:21)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:153:21)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -329,7 +289,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Role2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:161:26)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:171:26)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -344,7 +304,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:243:28)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:248:28)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -359,7 +319,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:314:31)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:312:31)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -374,7 +334,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Rule2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:330:27)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:328:27)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -389,7 +349,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:334:19)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:332:19)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -404,7 +364,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:337:25)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:335:25)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -419,7 +379,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.addPermission in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:350:17)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:348:17)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -438,51 +398,6 @@
      ]
    }
  ],
-  "/AgentClawStack/WorkspaceFiles/AwsCliLayer/Resource": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "WorkspaceFilesAwsCliLayer50B6E9D8"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        "...new BucketDeployment2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:55:7)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
-  "/AgentClawStack/WorkspaceFiles/CustomResource/Default": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "WorkspaceFilesCustomResourceA7FC771F"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        "...new BucketDeployment2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:55:7)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
-  "/AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/ServiceRole/Resource": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRole89A01265"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        "...new BucketDeployment2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:55:7)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
  "/AgentClawStack/TgIngest/ServiceRole/Resource": [
    {
      "type": "aws:cdk:logicalId",
@@ -492,7 +407,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:88:24)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:97:24)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -507,7 +422,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:105:27)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:116:27)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -522,7 +437,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.addEventSource in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:137:19)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:147:19)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -537,7 +452,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new HttpApi2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:143:21)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:153:21)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -554,7 +469,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:147:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:157:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -571,7 +486,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:147:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:157:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -588,7 +503,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:279:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:277:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -605,7 +520,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:279:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:277:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -622,7 +537,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:286:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:284:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -639,7 +554,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:286:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:284:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -656,7 +571,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:295:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:293:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -673,7 +588,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:295:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:293:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -688,7 +603,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:165:18)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:175:18)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -702,8 +617,8 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "...environmentFromArn.grantRead in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:201:29)",
+        "...WrappedClass.<anonymous> in aws-cdk-lib...",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:207:45)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -718,7 +633,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:243:28)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:248:28)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -733,7 +648,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:314:31)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:312:31)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -748,24 +663,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...new Function2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:337:25)",
-        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
-        "...node internals, ts-node, ts-node, ts-node..."
-      ]
-    }
-  ],
-  "/AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/ServiceRole/DefaultPolicy/Resource": [
-    {
-      "type": "aws:cdk:logicalId",
-      "data": "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRoleDefaultPolicy88902FDF"
-    },
-    {
-      "type": "aws:cdk:creationStack",
-      "data": [
-        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-s3-deployment/lib/bucket-deployment.js:1:71 in aws-cdk-lib...",
-        "Array.map (:)",
-        "...new BucketDeployment2 in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:55:7)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:335:25)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -780,7 +678,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.grantSendMessages in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:101:18)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:111:18)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -795,7 +693,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.grantReadWriteData in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:122:18)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:133:18)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -812,7 +710,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:147:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:157:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -829,7 +727,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:279:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:277:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -846,7 +744,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:286:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:284:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -863,7 +761,7 @@
        ".../Users/daniel/agent-claw/cdk/node_modules/aws-cdk-lib/aws-apigatewayv2/lib/http/api.js:1:96 in aws-cdk-lib...",
        "Array.map (:)",
        "...WrappedClass.<anonymous> in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:295:13)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:293:13)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -877,8 +775,8 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "...environmentFromArn.grantRead in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:258:29)",
+        "...WrappedClass.addToRolePolicy in aws-cdk-lib...",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:263:20)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -893,7 +791,7 @@
      "type": "aws:cdk:creationStack",
      "data": [
        "...WrappedClass.grantSendMessages in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:326:18)",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:324:18)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
@@ -907,8 +805,8 @@
    {
      "type": "aws:cdk:creationStack",
      "data": [
-        "...environmentFromArn.grantRead in aws-cdk-lib...",
-        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:348:20)",
+        "...WrappedClass.addToRolePolicy in aws-cdk-lib...",
+        "new AgentClawStack (/Users/daniel/agent-claw/cdk/lib/agent-claw-stack.ts:346:17)",
        "<anonymous> (/Users/daniel/agent-claw/cdk/bin/agent-claw.ts:8:1)",
        "...node internals, ts-node, ts-node, ts-node..."
      ]
--- a/cdk/cdk.out/AgentClawStack.template.json
+++ b/cdk/cdk.out/AgentClawStack.template.json
@@ -1,238 +1,6 @@
 {
 "Description": "agent-claw: serverless personal assistant on AgentCore",
 "Resources": {
-  "WorkspaceBucket53E30B92": {
-   "Type": "AWS::S3::Bucket",
-   "Properties": {
-    "BucketEncryption": {
-     "ServerSideEncryptionConfiguration": [
-      {
-       "ServerSideEncryptionByDefault": {
-        "SSEAlgorithm": "AES256"
-       }
-      }
-     ]
-    },
-    "BucketName": "agent-claw-workspace-495395224548",
-    "Tags": [
-     {
-      "Key": "aws-cdk:cr-owned:254e75d0",
-      "Value": "true"
-     }
-    ]
-   },
-   "UpdateReplacePolicy": "Retain",
-   "DeletionPolicy": "Retain",
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/WorkspaceBucket/Resource"
-   }
-  },
-  "WorkspaceFilesAwsCliLayer50B6E9D8": {
-   "Type": "AWS::Lambda::LayerVersion",
-   "Properties": {
-    "Content": {
-     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "e2659170a0721541efa761a8d5d04d5e36cbbf691c4b15a9053002b7c825055d.zip"
-    },
-    "Description": "/opt/awscli/aws"
-   },
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/WorkspaceFiles/AwsCliLayer/Resource",
-    "aws:asset:path": "asset.e2659170a0721541efa761a8d5d04d5e36cbbf691c4b15a9053002b7c825055d.zip",
-    "aws:asset:is-bundled": false,
-    "aws:asset:property": "Content"
-   }
-  },
-  "WorkspaceFilesCustomResourceA7FC771F": {
-   "Type": "Custom::CDKBucketDeployment",
-   "Properties": {
-    "ServiceToken": {
-     "Fn::GetAtt": [
-      "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C81C01536",
-      "Arn"
-     ]
-    },
-    "SourceBucketNames": [
-     "cdk-hnb659fds-assets-495395224548-us-east-1"
-    ],
-    "SourceObjectKeys": [
-     "0feea8d997b96e31a1bd7dd049faf8ee17babeb6d2f5b663ba7e3a70387302e0.zip"
-    ],
-    "DestinationBucketName": {
-     "Ref": "WorkspaceBucket53E30B92"
-    },
-    "WaitForDistributionInvalidation": true,
-    "Prune": true,
-    "OutputObjectKeys": true
-   },
-   "UpdateReplacePolicy": "Delete",
-   "DeletionPolicy": "Delete",
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/WorkspaceFiles/CustomResource/Default"
-   }
-  },
-  "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRole89A01265": {
-   "Type": "AWS::IAM::Role",
-   "Properties": {
-    "AssumeRolePolicyDocument": {
-     "Statement": [
-      {
-       "Action": "sts:AssumeRole",
-       "Effect": "Allow",
-       "Principal": {
-        "Service": "lambda.amazonaws.com"
-       }
-      }
-     ],
-     "Version": "2012-10-17"
-    },
-    "ManagedPolicyArns": [
-     {
-      "Fn::Join": [
-       "",
-       [
-        "arn:",
-        {
-         "Ref": "AWS::Partition"
-        },
-        ":iam::aws:policy/service-role/AWSLambdaBasicExecutionRole"
-       ]
-      ]
-     }
-    ]
-   },
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/ServiceRole/Resource"
-   }
-  },
-  "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRoleDefaultPolicy88902FDF": {
-   "Type": "AWS::IAM::Policy",
-   "Properties": {
-    "PolicyDocument": {
-     "Statement": [
-      {
-       "Action": [
-        "s3:GetObject*",
-        "s3:GetBucket*",
-        "s3:List*"
-       ],
-       "Effect": "Allow",
-       "Resource": [
-        {
-         "Fn::Join": [
-          "",
-          [
-           "arn:",
-           {
-            "Ref": "AWS::Partition"
-           },
-           ":s3:::cdk-hnb659fds-assets-495395224548-us-east-1"
-          ]
-         ]
-        },
-        {
-         "Fn::Join": [
-          "",
-          [
-           "arn:",
-           {
-            "Ref": "AWS::Partition"
-           },
-           ":s3:::cdk-hnb659fds-assets-495395224548-us-east-1/*"
-          ]
-         ]
-        }
-       ]
-      },
-      {
-       "Action": [
-        "s3:GetObject*",
-        "s3:GetBucket*",
-        "s3:List*",
-        "s3:DeleteObject*",
-        "s3:PutObject",
-        "s3:PutObjectLegalHold",
-        "s3:PutObjectRetention",
-        "s3:PutObjectTagging",
-        "s3:PutObjectVersionTagging",
-        "s3:Abort*"
-       ],
-       "Effect": "Allow",
-       "Resource": [
-        {
-         "Fn::GetAtt": [
-          "WorkspaceBucket53E30B92",
-          "Arn"
-         ]
-        },
-        {
-         "Fn::Join": [
-          "",
-          [
-           {
-            "Fn::GetAtt": [
-             "WorkspaceBucket53E30B92",
-             "Arn"
-            ]
-           },
-           "/*"
-          ]
-         ]
-        }
-       ]
-      }
-     ],
-     "Version": "2012-10-17"
-    },
-    "PolicyName": "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRoleDefaultPolicy88902FDF",
-    "Roles": [
-     {
-      "Ref": "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRole89A01265"
-     }
-    ]
-   },
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/ServiceRole/DefaultPolicy/Resource"
-   }
-  },
-  "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C81C01536": {
-   "Type": "AWS::Lambda::Function",
-   "Properties": {
-    "Code": {
-     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "3423a042b818e31c1e34a19d6689ab2e5f9b70fcbe9e71df66f241b20a200bd9.zip"
-    },
-    "Environment": {
-     "Variables": {
-      "AWS_CA_BUNDLE": "/etc/pki/ca-trust/extracted/pem/tls-ca-bundle.pem"
-     }
-    },
-    "Handler": "index.handler",
-    "Layers": [
-     {
-      "Ref": "WorkspaceFilesAwsCliLayer50B6E9D8"
-     }
-    ],
-    "Role": {
-     "Fn::GetAtt": [
-      "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRole89A01265",
-      "Arn"
-     ]
-    },
-    "Runtime": "python3.13",
-    "Timeout": 900
-   },
-   "DependsOn": [
-    "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRoleDefaultPolicy88902FDF",
-    "CustomCDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756CServiceRole89A01265"
-   ],
-   "Metadata": {
-    "aws:cdk:path": "AgentClawStack/Custom::CDKBucketDeployment8693BB64968944B69AAFB0CC9EB8756C/Resource",
-    "aws:asset:path": "asset.3423a042b818e31c1e34a19d6689ab2e5f9b70fcbe9e71df66f241b20a200bd9",
-    "aws:asset:is-bundled": false,
-    "aws:asset:property": "Code"
-   }
-  },
  "SessionStore8C86EEFE": {
   "Type": "AWS::DynamoDB::Table",
   "Properties": {
@@ -353,13 +121,52 @@
        ]
       }
      },
+      {
+       "Action": "ssm:GetParameter",
+       "Effect": "Allow",
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
+      },
      {
       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
+        "s3:DeleteObject*",
+        "s3:PutObject",
+        "s3:PutObjectLegalHold",
+        "s3:PutObjectRetention",
+        "s3:PutObjectTagging",
+        "s3:PutObjectVersionTagging",
+        "s3:Abort*"
       ],
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
+       "Resource": [
+        {
+         "Fn::Join": [
+          "",
+          [
+           "arn:",
+           {
+            "Ref": "AWS::Partition"
+           },
+           ":s3:::agent-claw-workspace-495395224548"
+          ]
+         ]
+        },
+        {
+         "Fn::Join": [
+          "",
+          [
+           "arn:",
+           {
+            "Ref": "AWS::Partition"
+           },
+           ":s3:::agent-claw-workspace-495395224548/*"
+          ]
+         ]
+        }
+       ]
      }
     ],
     "Version": "2012-10-17"
@@ -380,15 +187,16 @@
   "Properties": {
    "Code": {
     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "f4461651bfa7d2822e3f36525ace7882e1610dcdaf85e052e1907241e25491d6.zip"
+     "S3Key": "e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2.zip"
    },
    "Environment": {
     "Variables": {
      "MESSAGE_QUEUE_URL": {
       "Ref": "MessageQueue7A3BF959"
      },
-      "TELEGRAM_BOT_TOKEN_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3",
-      "TELEGRAM_WEBHOOK_SECRET": ""
+      "TELEGRAM_BOT_TOKEN_SSM_PARAM": "/agent-claw/telegram-bot-token",
+      "TELEGRAM_WEBHOOK_SECRET": "",
+      "ATTACHMENTS_BUCKET_NAME": "agent-claw-workspace-495395224548"
     }
    },
    "FunctionName": "agent-claw-tg-ingest",
@@ -409,7 +217,7 @@
   ],
   "Metadata": {
    "aws:cdk:path": "AgentClawStack/TgIngest/Resource",
-    "aws:asset:path": "asset.f4461651bfa7d2822e3f36525ace7882e1610dcdaf85e052e1907241e25491d6",
+    "aws:asset:path": "asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2",
    "aws:asset:is-bundled": false,
    "aws:asset:property": "Code"
   }
@@ -538,42 +346,39 @@
       "Effect": "Allow",
       "Resource": [
        {
-         "Fn::GetAtt": [
-          "WorkspaceBucket53E30B92",
-          "Arn"
+         "Fn::Join": [
+          "",
+          [
+           "arn:",
+           {
+            "Ref": "AWS::Partition"
+           },
+           ":s3:::agent-claw-workspace-495395224548"
+          ]
         ]
        },
        {
         "Fn::Join": [
          "",
          [
+           "arn:",
           {
-            "Fn::GetAtt": [
-             "WorkspaceBucket53E30B92",
-             "Arn"
-            ]
+            "Ref": "AWS::Partition"
           },
-           "/*"
+           ":s3:::agent-claw-workspace-495395224548/*"
          ]
         ]
        }
       ]
      },
      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
+       "Action": "ssm:GetParameter",
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
-      },
-      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
-       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/brave-api-key-uUSgzi"
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
      },
      {
       "Action": [
@@ -615,18 +420,16 @@
   "Properties": {
    "Code": {
     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "e8d92532d2cb081ba122764c803acc80aaa41350d3497665468ca165dd5ff799.zip"
+     "S3Key": "59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848.zip"
    },
    "Environment": {
     "Variables": {
      "SESSION_TABLE_NAME": {
       "Ref": "SessionStore8C86EEFE"
      },
-      "WORKSPACE_BUCKET_NAME": {
-       "Ref": "WorkspaceBucket53E30B92"
-      },
-      "TELEGRAM_BOT_TOKEN_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3",
-      "BRAVE_API_KEY_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/brave-api-key-uUSgzi",
+      "WORKSPACE_BUCKET_NAME": "agent-claw-workspace-495395224548",
+      "TELEGRAM_BOT_TOKEN_SSM_PARAM": "/agent-claw/telegram-bot-token",
+      "BRAVE_API_KEY_SSM_PARAM": "/agent-claw/brave-api-key",
      "RUNTIME_1_ARN": "arn:aws:bedrock-agentcore:us-east-1:495395224548:runtime/agentclaw_agent_claw_main-vTRGIEG6ON",
      "AWS_REGION_NAME": "us-east-1",
      "USERS_TABLE_NAME": {
@@ -653,7 +456,7 @@
   ],
   "Metadata": {
    "aws:cdk:path": "AgentClawStack/AgentRunner/Resource",
-    "aws:asset:path": "asset.e8d92532d2cb081ba122764c803acc80aaa41350d3497665468ca165dd5ff799",
+    "aws:asset:path": "asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848",
    "aws:asset:is-bundled": false,
    "aws:asset:property": "Code"
   }
@@ -1055,42 +858,39 @@
       "Effect": "Allow",
       "Resource": [
        {
-         "Fn::GetAtt": [
-          "WorkspaceBucket53E30B92",
-          "Arn"
+         "Fn::Join": [
+          "",
+          [
+           "arn:",
+           {
+            "Ref": "AWS::Partition"
+           },
+           ":s3:::agent-claw-workspace-495395224548"
+          ]
         ]
        },
        {
         "Fn::Join": [
          "",
          [
+           "arn:",
           {
-            "Fn::GetAtt": [
-             "WorkspaceBucket53E30B92",
-             "Arn"
-            ]
+            "Ref": "AWS::Partition"
           },
-           "/*"
+           ":s3:::agent-claw-workspace-495395224548/*"
          ]
         ]
        }
       ]
      },
      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
+       "Action": "ssm:GetParameter",
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
-      },
-      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
-       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/brave-api-key-uUSgzi"
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
      },
      {
       "Action": [
@@ -1161,14 +961,6 @@
       },
       "Sid": "WorkspaceMcpInvoke"
      },
-      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
-       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/google-oauth-client-subXHl"
-      },
      {
       "Action": "secretsmanager:GetSecretValue",
       "Effect": "Allow",
@@ -1207,6 +999,72 @@
        ]
       },
       "Sid": "SchedulerLambdaPermission"
+      },
+      {
+       "Action": [
+        "codebuild:*",
+        "ecr:*",
+        "ecs:*",
+        "logs:*"
+       ],
+       "Effect": "Allow",
+       "Resource": "*",
+       "Sid": "ComputeBuild"
+      },
+      {
+       "Action": [
+        "s3:List*",
+        "s3:GetObject",
+        "lambda:List*",
+        "lambda:Get*",
+        "cloudformation:Describe*",
+        "cloudformation:List*",
+        "sqs:List*",
+        "sqs:GetQueueAttributes",
+        "ec2:Describe*",
+        "ssm:Describe*",
+        "ssm:List*",
+        "ce:GetCostAndUsage",
+        "ce:GetCostForecast"
+       ],
+       "Effect": "Allow",
+       "Resource": "*",
+       "Sid": "BroadReadOnly"
+      },
+      {
+       "Action": [
+        "iam:PutRolePolicy",
+        "iam:AttachRolePolicy",
+        "iam:DetachRolePolicy",
+        "iam:DeleteRolePolicy"
+       ],
+       "Effect": "Allow",
+       "Resource": {
+        "Fn::GetAtt": [
+         "Runtime1RoleA7A82078",
+         "Arn"
+        ]
+       },
+       "Sid": "IamSelfModify"
+      },
+      {
+       "Action": [
+        "iam:CreatePolicy",
+        "iam:GetPolicy",
+        "iam:ListPolicies"
+       ],
+       "Effect": "Allow",
+       "Resource": "*",
+       "Sid": "IamPolicyManagement"
+      },
+      {
+       "Action": [
+        "ssm:GetParameter",
+        "ssm:GetParameters"
+       ],
+       "Effect": "Allow",
+       "Resource": "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/aws-mcp-url",
+       "Sid": "AwsMcpUrlSsmRead"
      }
     ],
     "Version": "2012-10-17"
@@ -1228,12 +1086,13 @@
    "PolicyDocument": {
     "Statement": [
      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
+       "Action": "ssm:GetParameter",
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/google-oauth-client-subXHl"
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
      },
      {
       "Action": "secretsmanager:GetSecretValue",
@@ -1293,20 +1152,13 @@
    "PolicyDocument": {
     "Statement": [
      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
+       "Action": "ssm:GetParameter",
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/google-oauth-client-subXHl"
-      },
-      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
-       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
      },
      {
       "Action": [
@@ -1346,12 +1198,6 @@
        }
       ]
      },
-      {
-       "Action": "secretsmanager:GetSecretValue",
-       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/google-oauth-client-subXHl",
-       "Sid": "GoogleOAuthClientSecretExact"
-      },
      {
       "Action": [
        "secretsmanager:CreateSecret",
@@ -1381,15 +1227,15 @@
   "Properties": {
    "Code": {
     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "99aabce70089266e2352cb313d55ee18b849e39c418e8e9cd25dea8c4bf85fc4.zip"
+     "S3Key": "6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e.zip"
    },
    "Environment": {
     "Variables": {
-      "GOOGLE_OAUTH_CLIENT_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/google-oauth-client-subXHl",
+      "GOOGLE_OAUTH_CLIENT_SSM_PARAM": "/agent-claw/google-oauth-client",
      "USERS_TABLE_NAME": {
       "Ref": "UsersTable9725E9C8"
      },
-      "TELEGRAM_BOT_TOKEN_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3",
+      "TELEGRAM_BOT_TOKEN_SSM_PARAM": "/agent-claw/telegram-bot-token",
      "OAUTH_REDIRECT_URI": {
       "Fn::Join": [
        "",
@@ -1426,7 +1272,7 @@
   ],
   "Metadata": {
    "aws:cdk:path": "AgentClawStack/OAuthHandler/Resource",
-    "aws:asset:path": "asset.99aabce70089266e2352cb313d55ee18b849e39c418e8e9cd25dea8c4bf85fc4",
+    "aws:asset:path": "asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e",
    "aws:asset:is-bundled": false,
    "aws:asset:property": "Code"
   }
@@ -1656,12 +1502,13 @@
    "PolicyDocument": {
     "Statement": [
      {
-       "Action": [
-        "secretsmanager:GetSecretValue",
-        "secretsmanager:DescribeSecret"
-       ],
+       "Action": "ssm:GetParameter",
       "Effect": "Allow",
-       "Resource": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
+       "Resource": [
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/telegram-bot-token",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/brave-api-key",
+        "arn:aws:ssm:us-east-1:495395224548:parameter/agent-claw/google-oauth-client"
+       ]
      },
      {
       "Action": [
@@ -1690,11 +1537,11 @@
   "Properties": {
    "Code": {
     "S3Bucket": "cdk-hnb659fds-assets-495395224548-us-east-1",
-     "S3Key": "8e7324457a5952eb51f04a34fbc5ba853252e7157d8d8958ac5fda92e72edb1f.zip"
+     "S3Key": "1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b.zip"
    },
    "Environment": {
     "Variables": {
-      "TELEGRAM_BOT_TOKEN_SECRET_ARN": "arn:aws:secretsmanager:us-east-1:495395224548:secret:agent-claw/telegram-bot-token-Oq3in3"
+      "TELEGRAM_BOT_TOKEN_SSM_PARAM": "/agent-claw/telegram-bot-token"
     }
    },
    "FunctionName": "agent-claw-scheduler",
@@ -1715,7 +1562,7 @@
   ],
   "Metadata": {
    "aws:cdk:path": "AgentClawStack/Scheduler/Resource",
-    "aws:asset:path": "asset.8e7324457a5952eb51f04a34fbc5ba853252e7157d8d8958ac5fda92e72edb1f",
+    "aws:asset:path": "asset.1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b",
    "aws:asset:is-bundled": false,
    "aws:asset:property": "Code"
   }
@@ -1740,7 +1587,7 @@
  "CDKMetadata": {
   "Type": "AWS::CDK::Metadata",
   "Properties": {
-    "Analytics": "v2:deflate64:H4sIAAAAAAAA/21R207DMAz9Ft4zA934gG2AQAIxOsTr5LVelS1NSu2sqqL+O0rKxoR4OsfHl9gnGWR3GdxcYceTojxMjN5CWAsWB5UTO98WpLDjTeAphIUvDiRqubM/bIQFMg2Kp5tQUmNcX5MVGFP3Z0EhMwnDPMKgDNbbEiEsd/YFe2o/qWXtrFprWxkSZx+9LSQqZ7Lc/YoPR7KyTuu9YtNoW8X0/+qK2lozX84aN9ZYQ8idoViVcOWMLvrUlNigyt5i7cothA/cjpWJDIq/GMK7J5/ERAaFja5QqMP+mEF4EmnmjY75CDFcC1apYSRRyp2XkT1boarF07V/wlQ3KIpHMoTc/yzuDQ0nQzcmmrnBjgujYd7x0ujkr0q+x0eTK57F1ecPjlMu+JuXxsugrCsJ9nx9zGZwO4Obqz1rPWm9FV0T5CN+AxjAathBAgAA"
+    "Analytics": "v2:deflate64:H4sIAAAAAAAA/21P0U7DMAz8lr2nZnTjAzYEggfEaHmf3NZU2dqk1M6qKsq/o6QbD4inO5991l0O+UMO6xVOnNXNOet0Bb4UrM8KJz563sDe1WeSPTKpZjbY26YC/4lVR+rxyyQSFH8z+A9HLomJBNVhXzUI/tmZWrQ1cfXLny5kpLRurOkNh0GbNq7/Vw809po52m7+mCcojT34wi5REh5sp+s5mRILijdHZCZh2EVQOOgWhSacLzn4F5FhN+hoiBDHUrBNDxcSpcI6WdirEWpHvNX5M6a7oCi2YPCFuyZzHYWgCuLUTKUg8fu137uTwUlQxjYEJ7675Fu438J6dWKts9EZ0T1BseAPQK+curMBAAA="
   },
   "Metadata": {
    "aws:cdk:path": "AgentClawStack/CDKMetadata/Default"
@@ -1811,9 +1658,7 @@
  },
  "WorkspaceBucketName": {
   "Description": "S3 bucket containing agent workspace files",
-   "Value": {
-    "Ref": "WorkspaceBucket53E30B92"
-   }
+   "Value": "agent-claw-workspace-495395224548"
  },
  "SessionTableName": {
   "Description": "DynamoDB table for session mapping",
--- a/cdk/cdk.out/asset.1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b/handler.py
+++ b/cdk/cdk.out/asset.1aaec5c60ed6a294ff9b918a707477e0a0e299a850447e7456a8c8091604131b/handler.py
@@ -0,0 +1,29 @@
+"""EventBridge-triggered Lambda: sends a Telegram reminder then deletes the rule."""
+import json
+import os
+import boto3
+import urllib.request
+
+
+def handler(event, context):
+    chat_id = event['chat_id']
+    message = event['message']
+    rule_name = event['rule_name']
+
+    # Fetch bot token
+    ssm = boto3.client('ssm', region_name='us-east-1')
+    token = ssm.get_parameter(Name=os.environ['TELEGRAM_BOT_TOKEN_SSM_PARAM'], WithDecryption=True)['Parameter']['Value']
+
+    # Send Telegram message
+    payload = json.dumps({'chat_id': chat_id, 'text': message}).encode()
+    req = urllib.request.Request(
+        f'https://api.telegram.org/bot{token}/sendMessage',
+        data=payload,
+        headers={'Content-Type': 'application/json'},
+    )
+    urllib.request.urlopen(req)
+
+    # Delete the one-time rule
+    eb = boto3.client('events', region_name='us-east-1')
+    eb.remove_targets(Rule=rule_name, Ids=['scheduler'])
+    eb.delete_rule(Name=rule_name)
--- a/cdk/cdk.out/asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848/handler.py
+++ b/cdk/cdk.out/asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848/handler.py
@@ -0,0 +1,292 @@
+import json
+import os
+import time
+import uuid
+import boto3
+import urllib.request
+from typing import Any
+
+# AWS clients
+_ddb = None
+_agentcore = None
+
+
+def get_ddb():
+    global _ddb
+    if _ddb is None:
+        _ddb = boto3.resource('dynamodb')
+    return _ddb
+
+
+def get_agentcore():
+    global _agentcore
+    if _agentcore is None:
+        from botocore.config import Config
+        _agentcore = boto3.client(
+            'bedrock-agentcore',
+            region_name='us-east-1',
+            config=Config(read_timeout=600, connect_timeout=10)
+        )
+    return _agentcore
+
+
+def get_or_create_user(actor_id: str, from_info: dict) -> dict:
+    """Look up user in registry, auto-registering on first contact."""
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if not table_name:
+        return {'actor_id': actor_id, 'display_name': from_info.get('from_name', actor_id)}
+    table = get_ddb().Table(table_name)
+    response = table.get_item(Key={'actor_id': actor_id})
+    item = response.get('Item')
+    if item:
+        return item
+    now = int(time.time())
+    item = {
+        'actor_id': actor_id,
+        'display_name': from_info.get('from_name') or actor_id,
+        'telegram_username': from_info.get('from_username', ''),
+        'created_at': str(now),
+        'status': 'pending',
+        'services': {},
+    }
+    table.put_item(Item=item)
+    print(f'[agent-runner] Registered new user (pending): {actor_id}')
+    return item
+
+
+def update_user_status(actor_id: str, name: str, status: str) -> None:
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if not table_name:
+        return
+    table = get_ddb().Table(table_name)
+    table.update_item(
+        Key={'actor_id': actor_id},
+        UpdateExpression='SET display_name = :n, #s = :s',
+        ExpressionAttributeNames={'#s': 'status'},
+        ExpressionAttributeValues={':n': name, ':s': status},
+    )
+
+
+# Per-invocation dedup: track sent message hashes to prevent AgentCore retry duplicates
+_sent_hashes: set = set()
+
+
+def send_telegram_direct(chat_id: str, token: str, text: str, thread_id: int | None = None) -> None:
+    import hashlib
+    h = hashlib.md5(f'{chat_id}:{text}'.encode()).hexdigest()[:12]
+    if h in _sent_hashes:
+        print(f'[agent-runner] dedup: skipping duplicate message (hash={h})')
+        return
+    _sent_hashes.add(h)
+    url = f'https://api.telegram.org/bot{token}/sendMessage'
+    payload: dict = {'chat_id': chat_id, 'text': text}
+    if thread_id is not None:
+        payload['message_thread_id'] = thread_id
+    data = json.dumps(payload).encode()
+    req = urllib.request.Request(url, data=data, headers={'Content-Type': 'application/json'})
+    try:
+        resp = urllib.request.urlopen(req, timeout=10)
+        resp_body = resp.read()
+        import re
+        msg_id = re.search(r'"message_id":(\d+)', resp_body.decode('utf-8', errors='replace'))
+        print(f'[agent-runner] Telegram sendMessage -> msg_id={msg_id.group(1) if msg_id else "?"} hash={h}')
+    except Exception as e:
+        print(f'[agent-runner] Telegram sendMessage FAILED: {type(e).__name__}: {e} hash={h}')
+        raise
+
+
+def get_or_create_session(actor_id: str) -> str:
+    """Look up active session for actor, or create a new one."""
+    table = get_ddb().Table(os.environ['SESSION_TABLE_NAME'])
+
+    response = table.get_item(Key={'actor_id': actor_id})
+    item = response.get('Item')
+
+    now = int(time.time())
+    ttl_8hr = now + (8 * 3600)
+
+    if item and item.get('ttl', 0) > now:
+        # Active session exists — extend TTL
+        table.update_item(
+            Key={'actor_id': actor_id},
+            UpdateExpression='SET #ttl = :ttl',
+            ExpressionAttributeNames={'#ttl': 'ttl'},
+            ExpressionAttributeValues={':ttl': ttl_8hr},
+        )
+        return item['session_id']
+
+    # Create new session
+    session_id = str(uuid.uuid4())
+    table.put_item(Item={
+        'actor_id': actor_id,
+        'session_id': session_id,
+        'created_at': str(now),
+        'ttl': ttl_8hr,
+    })
+    return session_id
+
+
+def handler(event, context):
+    # ── Parse SQS records (FIFO — all from same actor) ───────────────────
+    records = []
+    for record in event.get('Records', []):
+        try:
+            records.append(json.loads(record['body']))
+        except (json.JSONDecodeError, KeyError):
+            continue
+
+    if not records:
+        return
+
+    first = records[0]
+    channel = first.get('channel', 'telegram')
+    chat_id = first.get('chat_id', '')
+    message_thread_id = first.get('message_thread_id')  # int or None
+    # Use sender's user ID for identity (not chat_id, which is the group ID in group chats)
+    from_info_early = first.get('messages', [{}])[0]
+    sender_id = from_info_early.get('from_id') or chat_id
+    actor_id = f"{channel}:{sender_id}"
+
+    # ── User registry ─────────────────────────────────────────────────────
+    from_info = first.get('messages', [{}])[0]
+    user_profile = get_or_create_user(actor_id, from_info)
+
+    # ── Onboarding gate ─────────────────────────────────────────────────────
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if table_name and user_profile.get('status', 'active') == 'pending':
+        raw_prompt = records[0]['messages'][0]['text'] if records else ''
+        is_name_msg = bool(raw_prompt and len(raw_prompt.strip()) < 50 and '?' not in raw_prompt)
+        if is_name_msg:
+            name = raw_prompt.strip()
+            update_user_status(actor_id, name=name, status='active')
+            user_profile['display_name'] = name
+            user_profile['status'] = 'active'
+            prompt = f"[System: User just registered with name '{name}'. Welcome them warmly and ask how you can help.]"
+        else:
+            bot_token_secret_arn = os.environ.get('TELEGRAM_BOT_TOKEN_SSM_PARAM', '')
+            bot_token = ''
+            if bot_token_secret_arn:
+                ssm = boto3.client('ssm', region_name='us-east-1')
+                bot_token = ssm.get_parameter(Name=bot_token_secret_arn, WithDecryption=True)['Parameter']['Value']
+            send_telegram_direct(chat_id, bot_token, "Hi! I don't recognize you yet. What's your name?", thread_id=message_thread_id)
+            return
+    # ── Get or create AgentCore session ──────────────────────────────────
+    session_id = get_or_create_session(actor_id)
+    print(f"[agent-runner] actor={actor_id} session={session_id} user={user_profile.get('display_name', '')}")
+
+    # ── Bundle messages ───────────────────────────────────────────────────
+    if len(records) == 1:
+        prompt = records[0]['messages'][0]['text']
+    else:
+        lines = [
+            f"[{i+1}] {r['messages'][0]['text']}"
+            for i, r in enumerate(records)
+        ]
+        prompt = f"You have {len(records)} queued messages:\n" + "\n".join(lines)
+
+    # ── Attach file context if present ────────────────────────────────────
+    attachment = first.get('attachment')
+    if attachment:
+        file_name = attachment.get('file_name', 'unknown')
+        if 'inline_content' in attachment:
+            prompt += f"\n\n[Attached file: {file_name}]\n```\n{attachment['inline_content']}\n```"
+        elif 's3_key' in attachment:
+            s3_ref = f"s3://{attachment['s3_bucket']}/{attachment['s3_key']}"
+            prompt += f"\n\n[Attached file: {file_name} ({attachment.get('mime_type', '')}) — stored at {s3_ref}]"
+        elif 'error' in attachment:
+            prompt += f"\n\n[Attachment {file_name} could not be processed: {attachment['error']}]"
+
+    # ── Build payload for AgentCore Runtime 1 ────────────────────────────
+    payload: dict[str, Any] = {
+        'prompt': prompt,
+        'actor_id': actor_id,
+        'session_id': session_id,
+        'user_profile': {
+            'display_name': user_profile.get('display_name', actor_id),
+            'telegram_username': user_profile.get('telegram_username', ''),
+            'google_accounts': user_profile.get('google_accounts', {'primary': user_profile['google_email']} if user_profile.get('google_email') else {}),
+            'allowed': user_profile.get('allowed', True),
+            'services': user_profile.get('enrolled_services', user_profile.get('services', {})),
+        },
+        'channel_adapter': {
+            'type': channel,
+            'target_id': str(chat_id),
+            'message_thread_id': message_thread_id,
+            'bot_token_secret_arn': os.environ.get('TELEGRAM_BOT_TOKEN_SSM_PARAM', ''),
+        },
+    }
+
+    # ── Invoke AgentCore Runtime 1 ────────────────────────────────────────
+    runtime_arn = os.environ.get('RUNTIME_1_ARN', '')
+    if not runtime_arn or runtime_arn == 'PLACEHOLDER_SET_AFTER_RUNTIME_DEPLOY':
+        print(f"[agent-runner] RUNTIME_1_ARN not set — skipping AgentCore invoke")
+        print(f"[agent-runner] Would have sent: {json.dumps(payload)[:200]}")
+        return
+
+    client = get_agentcore()
+    response = client.invoke_agent_runtime(
+        agentRuntimeArn=runtime_arn,
+        runtimeSessionId=session_id,
+        payload=json.dumps(payload).encode(),
+    )
+
+    # Process streaming response: buffer text chunks and send to Telegram as paragraphs arrive
+    bot_token = ''
+    bot_token_param = os.environ.get('TELEGRAM_BOT_TOKEN_SSM_PARAM', '')
+    if bot_token_param:
+        ssm = boto3.client('ssm', region_name='us-east-1')
+        try:
+            bot_token = ssm.get_parameter(Name=bot_token_param, WithDecryption=True)['Parameter']['Value']
+        except Exception as e:
+            print(f'[agent-runner] Failed to get bot token: {e}')
+
+    body = response.get('response')
+    text_buffer = ''
+    leftover = ''
+    if body is not None:
+        for raw_chunk in body.iter_chunks():
+            if not raw_chunk:
+                continue
+            # AgentCore streams SSE format: "data: {...}\n\n"
+            text = leftover + raw_chunk.decode('utf-8', errors='replace')
+            parts = text.split('\n\n')
+            leftover = parts[-1]
+            for part in parts[:-1]:
+                for line in part.splitlines():
+                    if not line.startswith('data: '):
+                        continue
+                    data = line[6:].strip()
+                    if not data or data == '[DONE]':
+                        continue
+                    try:
+                        event = json.loads(data)
+                    except (json.JSONDecodeError, ValueError):
+                        continue
+                    if not isinstance(event, dict):
+                        continue
+                    # Extract text delta from contentBlockDelta ONLY
+                    # Do NOT use event.get('data') — that's the full formatted summary,
+                    # causing duplicate delivery alongside the token stream.
+                    delta = event.get('event', {}).get('contentBlockDelta', {}).get('delta', {})
+                    if not isinstance(delta, dict):
+                        continue
+                    token = delta.get('text', '')
+                    if token:
+                        text_buffer += token
+                        # Only flush if buffer is very large — prevents splitting multi-turn responses
+                        if len(text_buffer) > 1200:
+                            print(f'[agent-runner] send chunk {len(text_buffer)}c to {chat_id}')
+                            send_telegram_direct(str(chat_id), bot_token, text_buffer.strip(), thread_id=message_thread_id)
+                            text_buffer = ''
+
+    # Flush any remaining text
+    print(f'[agent-runner] stream done buffer={len(text_buffer)} bot_token_set={bool(bot_token)}')
+    if text_buffer.strip() and bot_token:
+        # Suppress heartbeat OK responses
+        if text_buffer.strip().upper().startswith('HEARTBEAT_OK'):
+            print(f'[agent-runner] heartbeat suppressed for {actor_id}')
+            return
+        print(f'[agent-runner] flushing {len(text_buffer)}c to {chat_id}')
+        send_telegram_direct(str(chat_id), bot_token, text_buffer.strip(), thread_id=message_thread_id)
+
+    print(f"[agent-runner] Completed session={session_id} actor={actor_id}")
--- a/cdk/cdk.out/asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848/requirements.txt
+++ b/cdk/cdk.out/asset.59b4a808a6125020261c01ae23500d036cdde29fdb255aa6a82d61555fde4848/requirements.txt
@@ -0,0 +1 @@
+boto3>=1.34.0
--- a/cdk/cdk.out/asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e/handler.py
+++ b/cdk/cdk.out/asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e/handler.py
@@ -0,0 +1,246 @@
+"""
+Google OAuth handler Lambda.
+
+Routes:
+  GET /oauth/start?actor_id=telegram:123&label=work  → redirect to Google OAuth consent
+  GET /oauth/callback?code=...&state=...  → exchange code, store tokens, update DynamoDB
+"""
+import base64
+import json
+import os
+import time
+import urllib.parse
+import urllib.request
+
+import boto3
+
+_sm = None
+_ddb = None
+
+SCOPES = ' '.join([
+    'https://www.googleapis.com/auth/gmail.modify',
+    'https://www.googleapis.com/auth/calendar',
+    'https://www.googleapis.com/auth/drive',
+    'https://www.googleapis.com/auth/spreadsheets',
+    'https://www.googleapis.com/auth/documents',
+    'openid',
+    'email',
+    'profile',
+])
+
+
+def get_sm():
+    global _sm
+    if _sm is None:
+        _sm = boto3.client('secretsmanager', region_name=os.environ.get('AWS_REGION', 'us-east-1'))
+    return _sm
+
+
+def get_ddb():
+    global _ddb
+    if _ddb is None:
+        _ddb = boto3.resource('dynamodb')
+    return _ddb
+
+
+def get_oauth_client() -> tuple[str, str]:
+    """Return (client_id, client_secret) from SSM Parameter Store."""
+    param_name = os.environ['GOOGLE_OAUTH_CLIENT_SSM_PARAM']
+    ssm = boto3.client('ssm', region_name=os.environ.get('AWS_REGION', 'us-east-1'))
+    secret = json.loads(ssm.get_parameter(Name=param_name, WithDecryption=True)['Parameter']['Value'])
+    return secret['client_id'], secret['client_secret']
+
+
+def actor_id_to_secret_name(actor_id: str, label: str = 'primary') -> str:
+    safe = actor_id.replace(':', '-').replace('/', '-')
+    return f'agent-claw/google-credentials/{safe}/{label}'
+
+
+def _redirect(url: str) -> dict:
+    return {'statusCode': 302, 'headers': {'Location': url}, 'body': ''}
+
+
+def _html(body: str, status: int = 200) -> dict:
+    return {'statusCode': status, 'headers': {'Content-Type': 'text/html'}, 'body': body}
+
+
+def handler(event, context):
+    path = event.get('rawPath') or event.get('path', '')
+    params = event.get('queryStringParameters') or {}
+
+    if path.endswith('/oauth/start'):
+        return handle_start(params)
+    elif path.endswith('/oauth/callback'):
+        return handle_callback(params)
+    else:
+        return {'statusCode': 404, 'body': 'Not found'}
+
+
+def handle_start(params: dict) -> dict:
+    actor_id = params.get('actor_id', '')
+    if not actor_id:
+        return _html('<h1>Missing actor_id</h1>', 400)
+
+    label = params.get('label', 'primary')
+
+    client_id, _ = get_oauth_client()
+    redirect_uri = os.environ['OAUTH_REDIRECT_URI']
+
+    # Encode actor_id + label in state (JSON → base64)
+    state_data = json.dumps({'a': actor_id, 'l': label})
+    state = base64.urlsafe_b64encode(state_data.encode()).decode().rstrip('=')
+
+    auth_url = (
+        'https://accounts.google.com/o/oauth2/v2/auth?'
+        + urllib.parse.urlencode({
+            'client_id': client_id,
+            'redirect_uri': redirect_uri,
+            'response_type': 'code',
+            'scope': SCOPES,
+            'access_type': 'offline',
+            'prompt': 'consent',
+            'state': state,
+        })
+    )
+    return _redirect(auth_url)
+
+
+def handle_callback(params: dict) -> dict:
+    code = params.get('code', '')
+    state = params.get('state', '')
+    error = params.get('error', '')
+
+    if error:
+        return _html(f'<h1>OAuth error: {error}</h1>', 400)
+    if not code or not state:
+        return _html('<h1>Missing code or state</h1>', 400)
+
+    # Decode actor_id + label from state
+    try:
+        padding = 4 - len(state) % 4
+        state_data = json.loads(base64.urlsafe_b64decode(state + '=' * padding).decode())
+        actor_id = state_data['a']
+        label = state_data.get('l', 'primary')
+    except Exception:
+        # Backward compat: old state was just base64(actor_id)
+        try:
+            padding = 4 - len(state) % 4
+            actor_id = base64.urlsafe_b64decode(state + '=' * padding).decode()
+            label = 'primary'
+        except Exception:
+            return _html('<h1>Invalid state</h1>', 400)
+
+    client_id, client_secret = get_oauth_client()
+    redirect_uri = os.environ['OAUTH_REDIRECT_URI']
+
+    # Exchange code for tokens
+    token_data = urllib.parse.urlencode({
+        'code': code,
+        'client_id': client_id,
+        'client_secret': client_secret,
+        'redirect_uri': redirect_uri,
+        'grant_type': 'authorization_code',
+    }).encode()
+
+    req = urllib.request.Request(
+        'https://oauth2.googleapis.com/token',
+        data=token_data,
+        headers={'Content-Type': 'application/x-www-form-urlencoded'},
+    )
+    try:
+        with urllib.request.urlopen(req, timeout=15) as resp:
+            tokens = json.loads(resp.read())
+    except Exception as e:
+        print(f'[oauth] Token exchange failed: {e}')
+        return _html(f'<h1>Token exchange failed: {e}</h1>', 500)
+
+    # Fetch user email from Google
+    user_email = ''
+    try:
+        id_token_payload = tokens.get('id_token', '').split('.')[1]
+        padding = 4 - len(id_token_payload) % 4
+        claims = json.loads(base64.urlsafe_b64decode(id_token_payload + '=' * padding))
+        user_email = claims.get('email', '')
+    except Exception:
+        pass
+
+    if not user_email:
+        try:
+            access_token = tokens.get('access_token', '')
+            req2 = urllib.request.Request(
+                'https://www.googleapis.com/oauth2/v3/userinfo',
+                headers={'Authorization': f'Bearer {access_token}'},
+            )
+            with urllib.request.urlopen(req2, timeout=10) as resp2:
+                user_email = json.loads(resp2.read()).get('email', '')
+        except Exception as e:
+            print(f'[oauth] userinfo fetch failed: {e}')
+
+    # Build credentials dict (google-auth format)
+    creds = {
+        'token': tokens.get('access_token'),
+        'refresh_token': tokens.get('refresh_token'),
+        'token_uri': 'https://oauth2.googleapis.com/token',
+        'client_id': client_id,
+        'client_secret': client_secret,
+        'scopes': [s for s in SCOPES.split() if s.startswith('https://')],
+        'email': user_email,
+        'user_email': user_email,
+    }
+    if tokens.get('expires_in'):
+        creds['expiry'] = time.strftime(
+            '%Y-%m-%dT%H:%M:%SZ',
+            time.gmtime(time.time() + int(tokens['expires_in']))
+        )
+
+    # Store in Secrets Manager at labeled path
+    secret_name = actor_id_to_secret_name(actor_id, label)
+    sm = get_sm()
+    try:
+        sm.create_secret(Name=secret_name, SecretString=json.dumps(creds))
+    except sm.exceptions.ResourceExistsException:
+        sm.put_secret_value(SecretId=secret_name, SecretString=json.dumps(creds))
+    print(f'[oauth] Stored credentials for actor={actor_id} label={label} email={user_email}')
+
+    # Update DynamoDB: merge into google_accounts map
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if table_name and actor_id:
+        try:
+            table = get_ddb().Table(table_name)
+            table.update_item(
+                Key={'actor_id': actor_id},
+                UpdateExpression='SET google_accounts = if_not_exists(google_accounts, :empty)',
+                ExpressionAttributeValues={':empty': {}},
+            )
+            table.update_item(
+                Key={'actor_id': actor_id},
+                UpdateExpression='SET google_accounts.#label = :email',
+                ExpressionAttributeNames={'#label': label},
+                ExpressionAttributeValues={':email': user_email},
+            )
+        except Exception as e:
+            print(f'[oauth] DynamoDB update failed: {e}')
+
+    # Best-effort Telegram confirmation
+    try:
+        bot_token_param = os.environ.get('TELEGRAM_BOT_TOKEN_SSM_PARAM', '')
+        if bot_token_param and actor_id.startswith('telegram:'):
+            chat_id = actor_id.split(':', 1)[1]
+            ssm = boto3.client('ssm', region_name=os.environ.get('AWS_REGION', 'us-east-1'))
+            bot_token = ssm.get_parameter(Name=bot_token_param, WithDecryption=True)['Parameter']['Value']
+            tg_text = f'✅ Connected {user_email} as "{label}"'
+            tg_payload = json.dumps({'chat_id': chat_id, 'text': tg_text}).encode()
+            tg_req = urllib.request.Request(
+                f'https://api.telegram.org/bot{bot_token}/sendMessage',
+                data=tg_payload,
+                headers={'Content-Type': 'application/json'},
+            )
+            urllib.request.urlopen(tg_req, timeout=5)
+    except Exception as e:
+        print(f'[oauth] Telegram notification failed: {e}')
+
+    return _html(
+        f'<h1>✅ Google account connected!</h1>'
+        f'<p>Connected <b>{user_email}</b> as "<b>{label}</b>".</p>'
+        f'<p>You can close this window and return to Telegram.</p>'
+    )
--- a/cdk/cdk.out/asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e/requirements.txt
+++ b/cdk/cdk.out/asset.6a3663dc0651e59d7ac6f549864cf1c084e3fbfc98ebd0479fed6a84075a378e/requirements.txt
@@ -0,0 +1 @@
+boto3>=1.34.0
--- a/cdk/cdk.out/asset.b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f/handler.py
+++ b/cdk/cdk.out/asset.b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f/handler.py
@@ -0,0 +1,229 @@
+import json
+import os
+import threading
+import urllib.request
+import urllib.parse
+import boto3
+
+# Cache bot token (fetched once at Lambda init)
+_bot_token: str | None = None
+_token_lock = threading.Lock()
+
+TEXT_EXTENSIONS = {'.txt', '.py', '.js', '.ts', '.json', '.md', '.csv', '.xml', '.html',
+                   '.css', '.yaml', '.yml', '.toml', '.ini', '.cfg', '.sh', '.bash',
+                   '.sql', '.log', '.env', '.rs', '.go', '.java', '.c', '.h', '.cpp'}
+MAX_INLINE_SIZE = 50 * 1024  # 50KB
+
+
+def get_bot_token() -> str:
+    global _bot_token
+    if _bot_token is None:
+        with _token_lock:
+            if _bot_token is None:
+                sm = boto3.client('secretsmanager')
+                _bot_token = sm.get_secret_value(
+                    SecretId=os.environ['TELEGRAM_BOT_TOKEN_SECRET_ARN']
+                )['SecretString']
+    return _bot_token
+
+
+def send_typing(chat_id: str, thread_id: int | None = None) -> None:
+    """Fire-and-forget typing action (does not raise on failure)."""
+    try:
+        token = get_bot_token()
+        payload: dict = {'chat_id': chat_id, 'action': 'typing'}
+        if thread_id is not None:
+            payload['message_thread_id'] = thread_id
+        data = json.dumps(payload).encode()
+        req = urllib.request.Request(
+            f'https://api.telegram.org/bot{token}/sendChatAction',
+            data=data,
+            headers={'Content-Type': 'application/json'},
+        )
+        urllib.request.urlopen(req, timeout=3)
+    except Exception:
+        pass  # typing is best-effort
+
+
+def get_file_from_telegram(file_id: str) -> tuple[str, bytes]:
+    """Call getFile then download. Returns (file_path, file_bytes)."""
+    token = get_bot_token()
+    # getFile
+    url = f'https://api.telegram.org/bot{token}/getFile'
+    data = json.dumps({'file_id': file_id}).encode()
+    req = urllib.request.Request(url, data=data, headers={'Content-Type': 'application/json'})
+    with urllib.request.urlopen(req, timeout=30) as resp:
+        result = json.loads(resp.read()).get('result', {})
+    file_path = result.get('file_path', '')
+    # Download
+    download_url = f'https://api.telegram.org/file/bot{token}/{file_path}'
+    with urllib.request.urlopen(download_url, timeout=60) as resp:
+        file_bytes = resp.read()
+    return file_path, file_bytes
+
+
+def extract_attachment(message: dict) -> dict | None:
+    """Extract file attachment info from a Telegram message. Returns metadata dict or None."""
+    # Priority: document > photo > audio > video > voice > video_note
+    if 'document' in message:
+        doc = message['document']
+        return {'type': 'document', 'file_id': doc['file_id'],
+                'file_name': doc.get('file_name', 'document'), 'mime_type': doc.get('mime_type', ''),
+                'file_size': doc.get('file_size', 0)}
+    if 'photo' in message:
+        # Take largest photo (last in array)
+        photo = message['photo'][-1]
+        return {'type': 'photo', 'file_id': photo['file_id'],
+                'file_name': 'photo.jpg', 'mime_type': 'image/jpeg',
+                'file_size': photo.get('file_size', 0)}
+    if 'audio' in message:
+        audio = message['audio']
+        return {'type': 'audio', 'file_id': audio['file_id'],
+                'file_name': audio.get('file_name', 'audio.ogg'), 'mime_type': audio.get('mime_type', 'audio/ogg'),
+                'file_size': audio.get('file_size', 0)}
+    if 'video' in message:
+        video = message['video']
+        return {'type': 'video', 'file_id': video['file_id'],
+                'file_name': video.get('file_name', 'video.mp4'), 'mime_type': video.get('mime_type', 'video/mp4'),
+                'file_size': video.get('file_size', 0)}
+    if 'voice' in message:
+        voice = message['voice']
+        return {'type': 'voice', 'file_id': voice['file_id'],
+                'file_name': 'voice.ogg', 'mime_type': voice.get('mime_type', 'audio/ogg'),
+                'file_size': voice.get('file_size', 0)}
+    return None
+
+
+def is_text_file(file_name: str, mime_type: str) -> bool:
+    """Determine if a file should be inlined as text."""
+    ext = os.path.splitext(file_name)[1].lower()
+    if ext in TEXT_EXTENSIONS:
+        return True
+    if mime_type.startswith('text/'):
+        return True
+    return False
+
+
+def handler(event, context):
+    # ── Validate Telegram webhook secret ──────────────────────────────────
+    expected_secret = os.environ.get('TELEGRAM_WEBHOOK_SECRET', '')
+    if expected_secret:
+        headers = event.get('headers') or {}
+        received = headers.get('x-telegram-bot-api-secret-token', '')
+        if received != expected_secret:
+            return {'statusCode': 403, 'body': 'Forbidden'}
+
+    # ── Parse Telegram Update ─────────────────────────────────────────────
+    try:
+        body = json.loads(event.get('body', '{}'))
+    except json.JSONDecodeError:
+        print(f'[tg-ingest] Bad JSON body')
+        return {'statusCode': 400, 'body': 'Bad Request'}
+
+    print(f'[tg-ingest] Update keys: {list(body.keys())}')
+    update_id = body.get('update_id')
+
+    # Support regular messages and edited messages
+    message = body.get('message') or body.get('edited_message')
+    if not message:
+        print(f'[tg-ingest] No message field, update_type={list(body.keys())}')
+        return {'statusCode': 200, 'body': 'ok'}
+
+    chat_id = str(message.get('chat', {}).get('id', ''))
+    message_thread_id = message.get('message_thread_id')  # present for supergroup topics
+    text = message.get('text', '') or message.get('caption', '')
+    from_user = message.get('from', {})
+    timestamp = message.get('date', 0)
+
+    # ── Detect file attachment ────────────────────────────────────────────
+    attachment = extract_attachment(message)
+    attachment_meta = None
+
+    if attachment:
+        print(f'[tg-ingest] Attachment detected: type={attachment["type"]} name={attachment["file_name"]} size={attachment["file_size"]}')
+        try:
+            file_path, file_bytes = get_file_from_telegram(attachment['file_id'])
+            file_name = attachment['file_name']
+            mime_type = attachment['mime_type']
+
+            if is_text_file(file_name, mime_type) and len(file_bytes) <= MAX_INLINE_SIZE:
+                # Inline small text files
+                try:
+                    text_content = file_bytes.decode('utf-8')
+                except UnicodeDecodeError:
+                    text_content = file_bytes.decode('latin-1')
+                attachment_meta = {
+                    'type': attachment['type'],
+                    'file_name': file_name,
+                    'mime_type': mime_type,
+                    'inline_content': text_content,
+                }
+            else:
+                # Store to S3
+                bucket = os.environ.get('ATTACHMENTS_BUCKET_NAME', '')
+                if bucket:
+                    s3 = boto3.client('s3')
+                    s3_key = f'attachments/{chat_id}/{update_id}/{file_name}'
+                    s3.put_object(Bucket=bucket, Key=s3_key, Body=file_bytes,
+                                  ContentType=mime_type or 'application/octet-stream')
+                    attachment_meta = {
+                        'type': attachment['type'],
+                        'file_name': file_name,
+                        'mime_type': mime_type,
+                        's3_bucket': bucket,
+                        's3_key': s3_key,
+                    }
+                    print(f'[tg-ingest] Stored to s3://{bucket}/{s3_key}')
+                else:
+                    print(f'[tg-ingest] No ATTACHMENTS_BUCKET_NAME configured, skipping S3 upload')
+                    attachment_meta = {
+                        'type': attachment['type'],
+                        'file_name': file_name,
+                        'mime_type': mime_type,
+                        'error': 'S3 bucket not configured',
+                    }
+        except Exception as e:
+            print(f'[tg-ingest] Failed to process attachment: {e}')
+            attachment_meta = {
+                'type': attachment['type'],
+                'file_name': attachment['file_name'],
+                'error': str(e),
+            }
+
+    print(f'[tg-ingest] chat_id={chat_id} text_len={len(text)} attachment={bool(attachment_meta)} update_id={update_id}')
+
+    if not chat_id or (not text and not attachment_meta):
+        print(f'[tg-ingest] Dropping: chat_id={chat_id!r} text={text!r} attachment={attachment_meta}')
+        return {'statusCode': 200, 'body': 'ok'}
+
+    # ── Send typing action (non-blocking, background thread) ──────────────
+    t = threading.Thread(target=send_typing, args=(chat_id, message_thread_id))
+    t.daemon = True
+    t.start()
+
+    # ── Enqueue to SQS FIFO ───────────────────────────────────────────────
+    sqs = boto3.client('sqs')
+    msg_body: dict = {
+        'channel': 'telegram',
+        'chat_id': chat_id,
+        'message_thread_id': message_thread_id,
+        'messages': [{
+            'text': text,
+            'from_id': str(from_user.get('id', '')),
+            'from_username': from_user.get('username', ''),
+            'from_name': f"{from_user.get('first_name', '')} {from_user.get('last_name', '')}".strip(),
+        }],
+        'update_id': update_id,
+        'timestamp': timestamp,
+    }
+    if attachment_meta:
+        msg_body['attachment'] = attachment_meta
+
+    sqs.send_message(
+        QueueUrl=os.environ['MESSAGE_QUEUE_URL'],
+        MessageGroupId=chat_id,
+        MessageDeduplicationId=str(update_id),
+        MessageBody=json.dumps(msg_body),
+    )
+
+    return {'statusCode': 200, 'body': 'ok'}
--- a/cdk/cdk.out/asset.b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f/requirements.txt
+++ b/cdk/cdk.out/asset.b01876bea94330360089c0096390bd05892243fb0829b75f0461fbbfb7912e9f/requirements.txt
@@ -0,0 +1 @@
+boto3>=1.34.0
--- a/cdk/cdk.out/asset.dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857/handler.py
+++ b/cdk/cdk.out/asset.dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857/handler.py
@@ -0,0 +1,292 @@
+import json
+import os
+import time
+import uuid
+import boto3
+import urllib.request
+from typing import Any
+
+# AWS clients
+_ddb = None
+_agentcore = None
+
+
+def get_ddb():
+    global _ddb
+    if _ddb is None:
+        _ddb = boto3.resource('dynamodb')
+    return _ddb
+
+
+def get_agentcore():
+    global _agentcore
+    if _agentcore is None:
+        from botocore.config import Config
+        _agentcore = boto3.client(
+            'bedrock-agentcore',
+            region_name='us-east-1',
+            config=Config(read_timeout=600, connect_timeout=10)
+        )
+    return _agentcore
+
+
+def get_or_create_user(actor_id: str, from_info: dict) -> dict:
+    """Look up user in registry, auto-registering on first contact."""
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if not table_name:
+        return {'actor_id': actor_id, 'display_name': from_info.get('from_name', actor_id)}
+    table = get_ddb().Table(table_name)
+    response = table.get_item(Key={'actor_id': actor_id})
+    item = response.get('Item')
+    if item:
+        return item
+    now = int(time.time())
+    item = {
+        'actor_id': actor_id,
+        'display_name': from_info.get('from_name') or actor_id,
+        'telegram_username': from_info.get('from_username', ''),
+        'created_at': str(now),
+        'status': 'pending',
+        'services': {},
+    }
+    table.put_item(Item=item)
+    print(f'[agent-runner] Registered new user (pending): {actor_id}')
+    return item
+
+
+def update_user_status(actor_id: str, name: str, status: str) -> None:
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if not table_name:
+        return
+    table = get_ddb().Table(table_name)
+    table.update_item(
+        Key={'actor_id': actor_id},
+        UpdateExpression='SET display_name = :n, #s = :s',
+        ExpressionAttributeNames={'#s': 'status'},
+        ExpressionAttributeValues={':n': name, ':s': status},
+    )
+
+
+# Per-invocation dedup: track sent message hashes to prevent AgentCore retry duplicates
+_sent_hashes: set = set()
+
+
+def send_telegram_direct(chat_id: str, token: str, text: str, thread_id: int | None = None) -> None:
+    import hashlib
+    h = hashlib.md5(f'{chat_id}:{text}'.encode()).hexdigest()[:12]
+    if h in _sent_hashes:
+        print(f'[agent-runner] dedup: skipping duplicate message (hash={h})')
+        return
+    _sent_hashes.add(h)
+    url = f'https://api.telegram.org/bot{token}/sendMessage'
+    payload: dict = {'chat_id': chat_id, 'text': text}
+    if thread_id is not None:
+        payload['message_thread_id'] = thread_id
+    data = json.dumps(payload).encode()
+    req = urllib.request.Request(url, data=data, headers={'Content-Type': 'application/json'})
+    try:
+        resp = urllib.request.urlopen(req, timeout=10)
+        resp_body = resp.read()
+        import re
+        msg_id = re.search(r'"message_id":(\d+)', resp_body.decode('utf-8', errors='replace'))
+        print(f'[agent-runner] Telegram sendMessage -> msg_id={msg_id.group(1) if msg_id else "?"} hash={h}')
+    except Exception as e:
+        print(f'[agent-runner] Telegram sendMessage FAILED: {type(e).__name__}: {e} hash={h}')
+        raise
+
+
+def get_or_create_session(actor_id: str) -> str:
+    """Look up active session for actor, or create a new one."""
+    table = get_ddb().Table(os.environ['SESSION_TABLE_NAME'])
+
+    response = table.get_item(Key={'actor_id': actor_id})
+    item = response.get('Item')
+
+    now = int(time.time())
+    ttl_8hr = now + (8 * 3600)
+
+    if item and item.get('ttl', 0) > now:
+        # Active session exists — extend TTL
+        table.update_item(
+            Key={'actor_id': actor_id},
+            UpdateExpression='SET #ttl = :ttl',
+            ExpressionAttributeNames={'#ttl': 'ttl'},
+            ExpressionAttributeValues={':ttl': ttl_8hr},
+        )
+        return item['session_id']
+
+    # Create new session
+    session_id = str(uuid.uuid4())
+    table.put_item(Item={
+        'actor_id': actor_id,
+        'session_id': session_id,
+        'created_at': str(now),
+        'ttl': ttl_8hr,
+    })
+    return session_id
+
+
+def handler(event, context):
+    # ── Parse SQS records (FIFO — all from same actor) ───────────────────
+    records = []
+    for record in event.get('Records', []):
+        try:
+            records.append(json.loads(record['body']))
+        except (json.JSONDecodeError, KeyError):
+            continue
+
+    if not records:
+        return
+
+    first = records[0]
+    channel = first.get('channel', 'telegram')
+    chat_id = first.get('chat_id', '')
+    message_thread_id = first.get('message_thread_id')  # int or None
+    # Use sender's user ID for identity (not chat_id, which is the group ID in group chats)
+    from_info_early = first.get('messages', [{}])[0]
+    sender_id = from_info_early.get('from_id') or chat_id
+    actor_id = f"{channel}:{sender_id}"
+
+    # ── User registry ─────────────────────────────────────────────────────
+    from_info = first.get('messages', [{}])[0]
+    user_profile = get_or_create_user(actor_id, from_info)
+
+    # ── Onboarding gate ─────────────────────────────────────────────────────
+    table_name = os.environ.get('USERS_TABLE_NAME', '')
+    if table_name and user_profile.get('status', 'active') == 'pending':
+        raw_prompt = records[0]['messages'][0]['text'] if records else ''
+        is_name_msg = bool(raw_prompt and len(raw_prompt.strip()) < 50 and '?' not in raw_prompt)
+        if is_name_msg:
+            name = raw_prompt.strip()
+            update_user_status(actor_id, name=name, status='active')
+            user_profile['display_name'] = name
+            user_profile['status'] = 'active'
+            prompt = f"[System: User just registered with name '{name}'. Welcome them warmly and ask how you can help.]"
+        else:
+            bot_token_secret_arn = os.environ.get('TELEGRAM_BOT_TOKEN_SECRET_ARN', '')
+            bot_token = ''
+            if bot_token_secret_arn:
+                sm = boto3.client('secretsmanager', region_name='us-east-1')
+                bot_token = sm.get_secret_value(SecretId=bot_token_secret_arn)['SecretString']
+            send_telegram_direct(chat_id, bot_token, "Hi! I don't recognize you yet. What's your name?", thread_id=message_thread_id)
+            return
+    # ── Get or create AgentCore session ──────────────────────────────────
+    session_id = get_or_create_session(actor_id)
+    print(f"[agent-runner] actor={actor_id} session={session_id} user={user_profile.get('display_name', '')}")
+
+    # ── Bundle messages ───────────────────────────────────────────────────
+    if len(records) == 1:
+        prompt = records[0]['messages'][0]['text']
+    else:
+        lines = [
+            f"[{i+1}] {r['messages'][0]['text']}"
+            for i, r in enumerate(records)
+        ]
+        prompt = f"You have {len(records)} queued messages:\n" + "\n".join(lines)
+
+    # ── Attach file context if present ────────────────────────────────────
+    attachment = first.get('attachment')
+    if attachment:
+        file_name = attachment.get('file_name', 'unknown')
+        if 'inline_content' in attachment:
+            prompt += f"\n\n[Attached file: {file_name}]\n```\n{attachment['inline_content']}\n```"
+        elif 's3_key' in attachment:
+            s3_ref = f"s3://{attachment['s3_bucket']}/{attachment['s3_key']}"
+            prompt += f"\n\n[Attached file: {file_name} ({attachment.get('mime_type', '')}) — stored at {s3_ref}]"
+        elif 'error' in attachment:
+            prompt += f"\n\n[Attachment {file_name} could not be processed: {attachment['error']}]"
+
+    # ── Build payload for AgentCore Runtime 1 ────────────────────────────
+    payload: dict[str, Any] = {
+        'prompt': prompt,
+        'actor_id': actor_id,
+        'session_id': session_id,
+        'user_profile': {
+            'display_name': user_profile.get('display_name', actor_id),
+            'telegram_username': user_profile.get('telegram_username', ''),
+            'google_accounts': user_profile.get('google_accounts', {'primary': user_profile['google_email']} if user_profile.get('google_email') else {}),
+            'allowed': user_profile.get('allowed', True),
+            'services': user_profile.get('enrolled_services', user_profile.get('services', {})),
+        },
+        'channel_adapter': {
+            'type': channel,
+            'target_id': str(chat_id),
+            'message_thread_id': message_thread_id,
+            'bot_token_secret_arn': os.environ.get('TELEGRAM_BOT_TOKEN_SECRET_ARN', ''),
+        },
+    }
+
+    # ── Invoke AgentCore Runtime 1 ────────────────────────────────────────
+    runtime_arn = os.environ.get('RUNTIME_1_ARN', '')
+    if not runtime_arn or runtime_arn == 'PLACEHOLDER_SET_AFTER_RUNTIME_DEPLOY':
+        print(f"[agent-runner] RUNTIME_1_ARN not set — skipping AgentCore invoke")
+        print(f"[agent-runner] Would have sent: {json.dumps(payload)[:200]}")
+        return
+
+    client = get_agentcore()
+    response = client.invoke_agent_runtime(
+        agentRuntimeArn=runtime_arn,
+        runtimeSessionId=session_id,
+        payload=json.dumps(payload).encode(),
+    )
+
+    # Process streaming response: buffer text chunks and send to Telegram as paragraphs arrive
+    bot_token = ''
+    bot_token_secret_arn = os.environ.get('TELEGRAM_BOT_TOKEN_SECRET_ARN', '')
+    if bot_token_secret_arn:
+        sm = boto3.client('secretsmanager', region_name='us-east-1')
+        try:
+            bot_token = sm.get_secret_value(SecretId=bot_token_secret_arn)['SecretString']
+        except Exception as e:
+            print(f'[agent-runner] Failed to get bot token: {e}')
+
+    body = response.get('response')
+    text_buffer = ''
+    leftover = ''
+    if body is not None:
+        for raw_chunk in body.iter_chunks():
+            if not raw_chunk:
+                continue
+            # AgentCore streams SSE format: "data: {...}\n\n"
+            text = leftover + raw_chunk.decode('utf-8', errors='replace')
+            parts = text.split('\n\n')
+            leftover = parts[-1]
+            for part in parts[:-1]:
+                for line in part.splitlines():
+                    if not line.startswith('data: '):
+                        continue
+                    data = line[6:].strip()
+                    if not data or data == '[DONE]':
+                        continue
+                    try:
+                        event = json.loads(data)
+                    except (json.JSONDecodeError, ValueError):
+                        continue
+                    if not isinstance(event, dict):
+                        continue
+                    # Extract text delta from contentBlockDelta ONLY
+                    # Do NOT use event.get('data') — that's the full formatted summary,
+                    # causing duplicate delivery alongside the token stream.
+                    delta = event.get('event', {}).get('contentBlockDelta', {}).get('delta', {})
+                    if not isinstance(delta, dict):
+                        continue
+                    token = delta.get('text', '')
+                    if token:
+                        text_buffer += token
+                        # Only flush if buffer is very large — prevents splitting multi-turn responses
+                        if len(text_buffer) > 1200:
+                            print(f'[agent-runner] send chunk {len(text_buffer)}c to {chat_id}')
+                            send_telegram_direct(str(chat_id), bot_token, text_buffer.strip(), thread_id=message_thread_id)
+                            text_buffer = ''
+
+    # Flush any remaining text
+    print(f'[agent-runner] stream done buffer={len(text_buffer)} bot_token_set={bool(bot_token)}')
+    if text_buffer.strip() and bot_token:
+        # Suppress heartbeat OK responses
+        if text_buffer.strip().upper().startswith('HEARTBEAT_OK'):
+            print(f'[agent-runner] heartbeat suppressed for {actor_id}')
+            return
+        print(f'[agent-runner] flushing {len(text_buffer)}c to {chat_id}')
+        send_telegram_direct(str(chat_id), bot_token, text_buffer.strip(), thread_id=message_thread_id)
+
+    print(f"[agent-runner] Completed session={session_id} actor={actor_id}")
--- a/cdk/cdk.out/asset.dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857/requirements.txt
+++ b/cdk/cdk.out/asset.dd2a514b58ca6ec490d8028e46640a19f48d0184ace0312db637407d5efaf857/requirements.txt
@@ -0,0 +1 @@
+boto3>=1.34.0
--- a/cdk/cdk.out/asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2/handler.py
+++ b/cdk/cdk.out/asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2/handler.py
@@ -0,0 +1,230 @@
+import json
+import os
+import threading
+import urllib.request
+import urllib.parse
+import boto3
+
+# Cache bot token (fetched once at Lambda init)
+_bot_token: str | None = None
+_token_lock = threading.Lock()
+
+TEXT_EXTENSIONS = {'.txt', '.py', '.js', '.ts', '.json', '.md', '.csv', '.xml', '.html',
+                   '.css', '.yaml', '.yml', '.toml', '.ini', '.cfg', '.sh', '.bash',
+                   '.sql', '.log', '.env', '.rs', '.go', '.java', '.c', '.h', '.cpp'}
+MAX_INLINE_SIZE = 50 * 1024  # 50KB
+
+
+def get_bot_token() -> str:
+    global _bot_token
+    if _bot_token is None:
+        with _token_lock:
+            if _bot_token is None:
+                ssm = boto3.client('ssm')
+                _bot_token = ssm.get_parameter(
+                    Name=os.environ['TELEGRAM_BOT_TOKEN_SSM_PARAM'],
+                    WithDecryption=True
+                )['Parameter']['Value']
+    return _bot_token
+
+
+def send_typing(chat_id: str, thread_id: int | None = None) -> None:
+    """Fire-and-forget typing action (does not raise on failure)."""
+    try:
+        token = get_bot_token()
+        payload: dict = {'chat_id': chat_id, 'action': 'typing'}
+        if thread_id is not None:
+            payload['message_thread_id'] = thread_id
+        data = json.dumps(payload).encode()
+        req = urllib.request.Request(
+            f'https://api.telegram.org/bot{token}/sendChatAction',
+            data=data,
+            headers={'Content-Type': 'application/json'},
+        )
+        urllib.request.urlopen(req, timeout=3)
+    except Exception:
+        pass  # typing is best-effort
+
+
+def get_file_from_telegram(file_id: str) -> tuple[str, bytes]:
+    """Call getFile then download. Returns (file_path, file_bytes)."""
+    token = get_bot_token()
+    # getFile
+    url = f'https://api.telegram.org/bot{token}/getFile'
+    data = json.dumps({'file_id': file_id}).encode()
+    req = urllib.request.Request(url, data=data, headers={'Content-Type': 'application/json'})
+    with urllib.request.urlopen(req, timeout=30) as resp:
+        result = json.loads(resp.read()).get('result', {})
+    file_path = result.get('file_path', '')
+    # Download
+    download_url = f'https://api.telegram.org/file/bot{token}/{file_path}'
+    with urllib.request.urlopen(download_url, timeout=60) as resp:
+        file_bytes = resp.read()
+    return file_path, file_bytes
+
+
+def extract_attachment(message: dict) -> dict | None:
+    """Extract file attachment info from a Telegram message. Returns metadata dict or None."""
+    # Priority: document > photo > audio > video > voice > video_note
+    if 'document' in message:
+        doc = message['document']
+        return {'type': 'document', 'file_id': doc['file_id'],
+                'file_name': doc.get('file_name', 'document'), 'mime_type': doc.get('mime_type', ''),
+                'file_size': doc.get('file_size', 0)}
+    if 'photo' in message:
+        # Take largest photo (last in array)
+        photo = message['photo'][-1]
+        return {'type': 'photo', 'file_id': photo['file_id'],
+                'file_name': 'photo.jpg', 'mime_type': 'image/jpeg',
+                'file_size': photo.get('file_size', 0)}
+    if 'audio' in message:
+        audio = message['audio']
+        return {'type': 'audio', 'file_id': audio['file_id'],
+                'file_name': audio.get('file_name', 'audio.ogg'), 'mime_type': audio.get('mime_type', 'audio/ogg'),
+                'file_size': audio.get('file_size', 0)}
+    if 'video' in message:
+        video = message['video']
+        return {'type': 'video', 'file_id': video['file_id'],
+                'file_name': video.get('file_name', 'video.mp4'), 'mime_type': video.get('mime_type', 'video/mp4'),
+                'file_size': video.get('file_size', 0)}
+    if 'voice' in message:
+        voice = message['voice']
+        return {'type': 'voice', 'file_id': voice['file_id'],
+                'file_name': 'voice.ogg', 'mime_type': voice.get('mime_type', 'audio/ogg'),
+                'file_size': voice.get('file_size', 0)}
+    return None
+
+
+def is_text_file(file_name: str, mime_type: str) -> bool:
+    """Determine if a file should be inlined as text."""
+    ext = os.path.splitext(file_name)[1].lower()
+    if ext in TEXT_EXTENSIONS:
+        return True
+    if mime_type.startswith('text/'):
+        return True
+    return False
+
+
+def handler(event, context):
+    # ── Validate Telegram webhook secret ──────────────────────────────────
+    expected_secret = os.environ.get('TELEGRAM_WEBHOOK_SECRET', '')
+    if expected_secret:
+        headers = event.get('headers') or {}
+        received = headers.get('x-telegram-bot-api-secret-token', '')
+        if received != expected_secret:
+            return {'statusCode': 403, 'body': 'Forbidden'}
+
+    # ── Parse Telegram Update ─────────────────────────────────────────────
+    try:
+        body = json.loads(event.get('body', '{}'))
+    except json.JSONDecodeError:
+        print(f'[tg-ingest] Bad JSON body')
+        return {'statusCode': 400, 'body': 'Bad Request'}
+
+    print(f'[tg-ingest] Update keys: {list(body.keys())}')
+    update_id = body.get('update_id')
+
+    # Support regular messages and edited messages
+    message = body.get('message') or body.get('edited_message')
+    if not message:
+        print(f'[tg-ingest] No message field, update_type={list(body.keys())}')
+        return {'statusCode': 200, 'body': 'ok'}
+
+    chat_id = str(message.get('chat', {}).get('id', ''))
+    message_thread_id = message.get('message_thread_id')  # present for supergroup topics
+    text = message.get('text', '') or message.get('caption', '')
+    from_user = message.get('from', {})
+    timestamp = message.get('date', 0)
+
+    # ── Detect file attachment ────────────────────────────────────────────
+    attachment = extract_attachment(message)
+    attachment_meta = None
+
+    if attachment:
+        print(f'[tg-ingest] Attachment detected: type={attachment["type"]} name={attachment["file_name"]} size={attachment["file_size"]}')
+        try:
+            file_path, file_bytes = get_file_from_telegram(attachment['file_id'])
+            file_name = attachment['file_name']
+            mime_type = attachment['mime_type']
+
+            if is_text_file(file_name, mime_type) and len(file_bytes) <= MAX_INLINE_SIZE:
+                # Inline small text files
+                try:
+                    text_content = file_bytes.decode('utf-8')
+                except UnicodeDecodeError:
+                    text_content = file_bytes.decode('latin-1')
+                attachment_meta = {
+                    'type': attachment['type'],
+                    'file_name': file_name,
+                    'mime_type': mime_type,
+                    'inline_content': text_content,
+                }
+            else:
+                # Store to S3
+                bucket = os.environ.get('ATTACHMENTS_BUCKET_NAME', '')
+                if bucket:
+                    s3 = boto3.client('s3')
+                    s3_key = f'attachments/{chat_id}/{update_id}/{file_name}'
+                    s3.put_object(Bucket=bucket, Key=s3_key, Body=file_bytes,
+                                  ContentType=mime_type or 'application/octet-stream')
+                    attachment_meta = {
+                        'type': attachment['type'],
+                        'file_name': file_name,
+                        'mime_type': mime_type,
+                        's3_bucket': bucket,
+                        's3_key': s3_key,
+                    }
+                    print(f'[tg-ingest] Stored to s3://{bucket}/{s3_key}')
+                else:
+                    print(f'[tg-ingest] No ATTACHMENTS_BUCKET_NAME configured, skipping S3 upload')
+                    attachment_meta = {
+                        'type': attachment['type'],
+                        'file_name': file_name,
+                        'mime_type': mime_type,
+                        'error': 'S3 bucket not configured',
+                    }
+        except Exception as e:
+            print(f'[tg-ingest] Failed to process attachment: {e}')
+            attachment_meta = {
+                'type': attachment['type'],
+                'file_name': attachment['file_name'],
+                'error': str(e),
+            }
+
+    print(f'[tg-ingest] chat_id={chat_id} text_len={len(text)} attachment={bool(attachment_meta)} update_id={update_id}')
+
+    if not chat_id or (not text and not attachment_meta):
+        print(f'[tg-ingest] Dropping: chat_id={chat_id!r} text={text!r} attachment={attachment_meta}')
+        return {'statusCode': 200, 'body': 'ok'}
+
+    # ── Send typing action (non-blocking, background thread) ──────────────
+    t = threading.Thread(target=send_typing, args=(chat_id, message_thread_id))
+    t.daemon = True
+    t.start()
+
+    # ── Enqueue to SQS FIFO ───────────────────────────────────────────────
+    sqs = boto3.client('sqs')
+    msg_body: dict = {
+        'channel': 'telegram',
+        'chat_id': chat_id,
+        'message_thread_id': message_thread_id,
+        'messages': [{
+            'text': text,
+            'from_id': str(from_user.get('id', '')),
+            'from_username': from_user.get('username', ''),
+            'from_name': f"{from_user.get('first_name', '')} {from_user.get('last_name', '')}".strip(),
+        }],
+        'update_id': update_id,
+        'timestamp': timestamp,
+    }
+    if attachment_meta:
+        msg_body['attachment'] = attachment_meta
+
+    sqs.send_message(
+        QueueUrl=os.environ['MESSAGE_QUEUE_URL'],
+        MessageGroupId=chat_id,
+        MessageDeduplicationId=str(update_id),
+        MessageBody=json.dumps(msg_body),
+    )
+
+    return {'statusCode': 200, 'body': 'ok'}
--- a/cdk/cdk.out/asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2/requirements.txt
+++ b/cdk/cdk.out/asset.e0a834c0c682fe0c528540082d0b587c43ed791927a064104e5eb6c507c0cdb2/requirements.txt
@@ -0,0 +1 @@
+boto3>=1.34.0
--- a/cdk/cdk.out/manifest.json
+++ b/cdk/cdk.out/manifest.json
@@ -18,7 +18,7 @@
        "validateOnSynth": false,
        "assumeRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-deploy-role-495395224548-us-east-1",
        "cloudFormationExecutionRoleArn": "arn:${AWS::Partition}:iam::495395224548:role/cdk-hnb659fds-cfn-exec-role-495395224548-us-east-1",
-        "stackTemplateAssetObjectUrl": "s3://cdk-hnb659fds-assets-495395224548-us-east-1/78c322849179468ec994f5c3e550a0db4961592ea962b9cf484463e5f04b5a70.json",
+        "stackTemplateAssetObjectUrl": "s3://cdk-hnb659fds-assets-495395224548-us-east-1/9c45c012ea9c045aa771b1c3049eadcb15fe66ca16d02e617d50ee9745fa967a.json",
        "requiresBootstrapStackVersion": 6,
        "bootstrapStackVersionSsmParameter": "/cdk-bootstrap/hnb659fds/version",
        "additionalDependencies": [
--- a/cdk/cdk.out/tree.json
+++ b/cdk/cdk.out/tree.json
--- a/cdk/lib/agent-claw-stack.ts
+++ b/cdk/lib/agent-claw-stack.ts
@@ -371,6 +371,51 @@ export class AgentClawStack extends cdk.Stack {
      resources: [schedulerFn.functionArn],
    }));

+    // ── AgentCore Runtime 1 — extended permissions ───────────────────────
+
+    // Compute/build
+    runtime1Role.addToPolicy(new iam.PolicyStatement({
+      sid: 'ComputeBuild',
+      actions: ['codebuild:*', 'ecr:*', 'ecs:*', 'logs:*'],
+      resources: ['*'],
+    }));
+
+    // Broad read-only across account
+    runtime1Role.addToPolicy(new iam.PolicyStatement({
+      sid: 'BroadReadOnly',
+      actions: [
+        's3:List*', 's3:GetObject',
+        'lambda:List*', 'lambda:Get*',
+        'cloudformation:Describe*', 'cloudformation:List*',
+        'sqs:List*', 'sqs:GetQueueAttributes',
+        'ec2:Describe*',
+        'ssm:Describe*', 'ssm:List*',
+        'ce:GetCostAndUsage', 'ce:GetCostForecast',
+      ],
+      resources: ['*'],
+    }));
+
+    // IAM self-modify — scoped to own role only
+    runtime1Role.addToPolicy(new iam.PolicyStatement({
+      sid: 'IamSelfModify',
+      actions: ['iam:PutRolePolicy', 'iam:AttachRolePolicy', 'iam:DetachRolePolicy', 'iam:DeleteRolePolicy'],
+      resources: [runtime1Role.roleArn],
+    }));
+
+    // IAM policy management
+    runtime1Role.addToPolicy(new iam.PolicyStatement({
+      sid: 'IamPolicyManagement',
+      actions: ['iam:CreatePolicy', 'iam:GetPolicy', 'iam:ListPolicies'],
+      resources: ['*'],
+    }));
+
+    // SSM read for AWS MCP URL
+    runtime1Role.addToPolicy(new iam.PolicyStatement({
+      sid: 'AwsMcpUrlSsmRead',
+      actions: ['ssm:GetParameter', 'ssm:GetParameters'],
+      resources: [`arn:aws:ssm:${this.region}:${this.account}:parameter/agent-claw/aws-mcp-url`],
+    }));
+
    // ── Outputs ────────────────────────────────────────────────────────────

    new cdk.CfnOutput(this, 'WorkspaceMcpFunctionUrl', {
--- a/scripts/create-inference-profiles.py
+++ b/scripts/create-inference-profiles.py
@@ -0,0 +1,155 @@
+#!/usr/bin/env python3
+"""
+Create Bedrock Application Inference Profiles for agent-claw and update SSM.
+
+Run after: aws sso login --profile ai1
+
+Usage:
+    python3 scripts/create-inference-profiles.py [--dry-run]
+
+Creates:
+    agent-claw-opus    — main agent
+    agent-claw-sonnet  — aws_agent + coding_agent
+    agent-claw-haiku   — document_agent
+
+Then updates SSM:
+    /agent-claw/model-id        → agent-claw-opus ARN
+    /agent-claw/subagents       → inline model_id fields replaced with profile ARNs
+"""
+
+import argparse
+import json
+import sys
+import boto3
+from botocore.exceptions import ClientError
+
+PROFILE = 'ai1'
+REGION  = 'us-east-1'
+
+BILLING_TAGS = [
+    {'key': 'project', 'value': 'agent-claw'},
+    {'key': 'env',     'value': 'prod'},
+    {'key': 'owner',   'value': 'daniel'},
+]
+
+# Map: profile name → cross-region model ID to copy from
+PROFILES_TO_CREATE = {
+    'agent-claw-opus':   'us.anthropic.claude-opus-4-6-v1:0',
+    'agent-claw-sonnet': 'us.anthropic.claude-sonnet-4-6-20251001-v1:0',
+    'agent-claw-haiku':  'us.anthropic.claude-haiku-4-5-20251001-v1:0',
+}
+
+# SSM subagent model_id values → which profile ARN to swap in
+SUBAGENT_MODEL_MAP = {
+    'us.anthropic.claude-sonnet-4-6':              'agent-claw-sonnet',
+    'us.anthropic.claude-sonnet-4-6-20251001-v1:0':'agent-claw-sonnet',
+    'us.anthropic.claude-haiku-4-5-20251001-v1:0': 'agent-claw-haiku',
+}
+
+
+def get_system_inference_profile_arn(bedrock, model_id: str) -> str:
+    """Find the system inference profile ARN for a given cross-region model ID."""
+    paginator = bedrock.get_paginator('list_inference_profiles')
+    for page in paginator.paginate(typeEquals='SYSTEM_DEFINED'):
+        for p in page.get('inferenceProfileSummaries', []):
+            if p.get('inferenceProfileId', '') == model_id or \
+               any(m.get('modelArn', '').endswith(model_id) for m in p.get('models', [])):
+                return p['inferenceProfileArn']
+    # Fallback: construct ARN directly (works for cross-region profiles)
+    return f'arn:aws:bedrock:{REGION}::foundation-model/{model_id}'
+
+
+def get_existing_profile(bedrock, name: str) -> dict | None:
+    """Return existing application profile by name, or None."""
+    paginator = bedrock.get_paginator('list_inference_profiles')
+    for page in paginator.paginate(typeEquals='APPLICATION'):
+        for p in page.get('inferenceProfileSummaries', []):
+            if p.get('inferenceProfileName') == name:
+                return p
+    return None
+
+
+def create_or_get_profile(bedrock, name: str, model_id: str, dry_run: bool) -> str:
+    """Create application inference profile (idempotent). Returns ARN."""
+    existing = get_existing_profile(bedrock, name)
+    if existing:
+        arn = existing['inferenceProfileArn']
+        print(f'  [exists] {name} → {arn}')
+        return arn
+
+    source_arn = get_system_inference_profile_arn(bedrock, model_id)
+    print(f'  [create] {name}')
+    print(f'           source: {source_arn}')
+
+    if dry_run:
+        print(f'           [dry-run] skipping create')
+        return f'arn:aws:bedrock:{REGION}:{{}account}}:application-inference-profile/{name}-DRY-RUN'
+
+    resp = bedrock.create_inference_profile(
+        inferenceProfileName=name,
+        description=f'agent-claw {name.split("-")[-1]} model with billing tags',
+        modelSource={'copyFrom': source_arn},
+        tags=BILLING_TAGS,
+    )
+    arn = resp['inferenceProfileArn']
+    print(f'           → {arn}')
+    return arn
+
+
+def update_ssm(ssm, param: str, value: str, dry_run: bool):
+    print(f'  [ssm] {param} = {value[:80]}...' if len(value) > 80 else f'  [ssm] {param} = {value}')
+    if not dry_run:
+        ssm.put_parameter(Name=param, Value=value, Type='String', Overwrite=True)
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--dry-run', action='store_true')
+    args = parser.parse_args()
+
+    session = boto3.Session(profile_name=PROFILE, region_name=REGION)
+    bedrock = session.client('bedrock')
+    ssm     = session.client('ssm')
+
+    print('=== Creating inference profiles ===')
+    arns = {}
+    for name, model_id in PROFILES_TO_CREATE.items():
+        arns[name] = create_or_get_profile(bedrock, name, model_id, args.dry_run)
+
+    print('\n=== Updating SSM ===')
+
+    # Main agent model
+    update_ssm(ssm, '/agent-claw/model-id', arns['agent-claw-opus'], args.dry_run)
+
+    # Subagents JSON — swap model_id fields
+    try:
+        resp = ssm.get_parameter(Name='/agent-claw/subagents')
+        defs = json.loads(resp['Parameter']['Value'])
+    except ClientError as e:
+        print(f'  [error] Could not read /agent-claw/subagents: {e}')
+        sys.exit(1)
+
+    changed = False
+    for agent in defs:
+        mid = agent.get('model_id', '')
+        profile_name = SUBAGENT_MODEL_MAP.get(mid)
+        if profile_name:
+            new_arn = arns[profile_name]
+            print(f'  [subagent] {agent["name"]}: {mid} → {profile_name}')
+            agent['model_id'] = new_arn
+            changed = True
+        else:
+            print(f'  [subagent] {agent["name"]}: {mid} (no mapping, left as-is)')
+
+    if changed:
+        update_ssm(ssm, '/agent-claw/subagents', json.dumps(defs, indent=2), args.dry_run)
+
+    print('\n=== Done ===')
+    print('Profiles created and SSM updated.')
+    print('Redeploy not required — agent reads model IDs from SSM at startup.')
+    if args.dry_run:
+        print('\n[dry-run mode — no AWS changes were made]')
+
+
+if __name__ == '__main__':
+    main()
--- a/scripts/seed_factcloud.py
+++ b/scripts/seed_factcloud.py
@@ -0,0 +1,35 @@
+#!/usr/bin/env python3
+"""Seed Daniel's factcloud MCP connection into DynamoDB."""
+import boto3
+
+ACTOR_ID = 'telegram:8537376738'
+TABLE_NAME = 'agent-claw-users'
+
+conn = {
+    'name': 'factcloud',
+    'url': 'https://factbase-cloud-gateway-2czetaoh3u.gateway.bedrock-agentcore.us-east-1.amazonaws.com/mcp',
+    'auth_type': 'oauth2_m2m',
+    'client_id': '5fo2q4fb452j3aekd55g3190i4',
+    'client_secret': '1e0bqs8r4jk90sbeivh96mn893mgmv96h2olvcq7m3o5gjpjc56p',
+    'token_url': 'https://factbase-cloud.auth.us-east-1.amazoncognito.com/oauth2/token',
+    'scopes': 'factbase-cloud/read factbase-cloud/write',
+    'enabled': True,
+}
+
+session = boto3.Session(profile_name='ai1', region_name='us-east-1')
+ddb = session.resource('dynamodb')
+table = ddb.Table(TABLE_NAME)
+
+# Get existing connections, upsert factcloud
+resp = table.get_item(Key={'actor_id': ACTOR_ID})
+services = resp.get('Item', {}).get('enrolled_services', {})
+connections = services.get('mcp_connections', [])
+connections = [c for c in connections if c['name'] != 'factcloud']
+connections.append(conn)
+
+table.update_item(
+    Key={'actor_id': ACTOR_ID},
+    UpdateExpression='SET enrolled_services.mcp_connections = :conns',
+    ExpressionAttributeValues={':conns': connections},
+)
+print(f'Seeded factcloud connection for {ACTOR_ID}')
--- a/src/runtime-1/main.py
+++ b/src/runtime-1/main.py
@@ -4,7 +4,9 @@ agent-claw Runtime 1 — main assistant agent.
 Entrypoint for AgentCore CodeZip deployment.
 """
 import os
+import boto3
 from strands import Agent, tool
+from strands.models import BedrockModel
 from bedrock_agentcore.runtime import BedrockAgentCoreApp

 from channels.telegram import TelegramAdapter
@@ -15,6 +17,10 @@ from tools import messaging

 app = BedrockAgentCoreApp()

+# Read model ID from SSM once at module load (cached for warm invocations)
+_ssm = boto3.client("ssm", region_name=os.environ.get("AWS_REGION_NAME", "us-east-1"))
+_model_id = _ssm.get_parameter(Name="/agent-claw/model-id")["Parameter"]["Value"]
+

 # ── Tool definitions ──────────────────────────────────────────────────────

@@ -77,6 +83,7 @@ def main(payload: dict, context) -> dict:

    # Create and run Strands agent
    agent = Agent(
+        model=BedrockModel(model_id=_model_id),
        system_prompt=system_prompt,
        tools=[send_message, web_search, web_fetch, read_workspace_file, write_workspace_file],
    )
--- a/workspace/TOOLS.md
+++ b/workspace/TOOLS.md
@@ -0,0 +1,3 @@
+# Tools
+
+This file documents available tools for the agent-claw runtime.
Author	SHA1	Message	Date
daniel	4ca5fee2c0	refactor: move factcloud from hardcoded SSM to per-user DynamoDB oauth2_m2m connection - Add oauth2_m2m auth type to mcp_loader.py (client_secret in record, not SSM) - Remove _get_factcloud_token(), FACTCLOUD_* config, factcloud_clients from main.py - Seed Daniel's factcloud connection into enrolled_services.mcp_connections - factcloud now loaded dynamically via mcp_loader at session start	2026-05-16 09:49:28 -05:00
daniel	e77417b6cd	feat: wire factcloud as direct MCP connection, drop knowledge_agent subagent - Rename FACTBASE_CLOUD_* -> FACTCLOUD_* in config.py + SSM paths - factcloud MCPClient added directly to main agent tool set - knowledge_agent subagent removed (SSM + TOOL_PRESETS) - System prompt updated: factcloud tools are direct, not via subagent	2026-05-16 09:25:55 -05:00
daniel	ef5734101e	fix: add knowledge_agent to system prompt subagent list	2026-05-16 07:11:39 -05:00
daniel	8c28797bca	feat: add /goal command for durable multi-turn objectives - /goal set\|status\|checkpoint\|pause\|resume\|clear intercept in main.py - GOAL.md injected into system prompt when active (prompt_builder.py) - Goal context added to heartbeat for autonomous progress	2026-05-16 07:07:46 -05:00
daniel	42dbdcde9e	feat: factbase-cloud integration — knowledge_agent subagent with M2M auth	2026-05-15 23:32:23 -05:00
daniel	ed6577ccf9	feat: billing tags on CDK stack + inference profile creation script	2026-05-15 20:35:02 -05:00
daniel	4f17bbd2c3	fix: intercept [HEARTBEAT] prompt, suppress chatty non-urgent responses	2026-05-15 18:34:14 -05:00
daniel	e00702164d	refactor: slim system prompt — SOUL.md+STATUS.md only, fix duplicate time injection	2026-05-15 16:42:27 -05:00
daniel	05fee423f2	feat: dynamic subagent loading from SSM	2026-05-15 15:19:08 -05:00
daniel	85efb082f7	fix: unconditional system prompt for call_aws availability	2026-05-15 11:49:03 -05:00
daniel	40f9712c54	fix: remove explicit MCPClient.start() - Strands calls it internally	2026-05-15 11:26:01 -05:00
daniel	ebd5a57ece	fix: pass aws_service=aws-mcp to aws_iam_streamablehttp_client	2026-05-15 10:32:32 -05:00
daniel	9c09dce519	deps: add mcp-proxy-for-aws to runtime dependencies	2026-05-15 10:28:51 -05:00
daniel	0eff46126f	Wire AWS MCP Server via mcp-proxy-for-aws	2026-05-15 10:19:44 -05:00
daniel	266231d070	Add native boto3 AWS tools, remove broken AWS MCP client	2026-05-15 10:03:56 -05:00
daniel	17b1536dae	fix: move MCPClient imports inside try block, add TOOLS.md placeholder	2026-05-15 09:29:07 -05:00
daniel	add8c6c988	fix: add missing MCPClient/streamablehttp_client imports; fix EXECUTION_ROLE_ARN to actual AgentCore role	2026-05-15 09:14:33 -05:00
daniel	88ed337938	Add AWS MCP Server integration + IAM self-modify with approval gate - CDK: add compute/build, broad read-only, IAM self-modify (scoped to own role), IAM policy management, and SSM read permissions to runtime1Role - config.py: load /agent-claw/aws-mcp-url from SSM at cold start - main.py: connect to AWS MCP Server with SigV4 auth (_AwsMcpSigV4Auth); add request_iam_permission and apply_iam_permission tools - agentcore.json: add EXECUTION_ROLE_ARN env var	2026-05-15 08:56:06 -05:00
daniel	68aad4fb71	Read model-id from /agent-claw/model-id SSM param and pass to BedrockModel	2026-05-15 07:00:23 -05:00
daniel	f31d732cb9	Read model-id from SSM and pass to BedrockModel in main.py	2026-05-15 06:58:54 -05:00
daniel	62862f00f0	Make agent and compaction model IDs configurable via SSM	2026-05-14 18:27:35 -05:00