diff --git a/examples/nemoclaw/install-mem0-plugin.sh b/examples/nemoclaw/install-mem0-plugin.sh
new file mode 100755
index 000000000..ad389d27c
--- /dev/null
+++ b/examples/nemoclaw/install-mem0-plugin.sh
@@ -0,0 +1,419 @@
+#!/usr/bin/env bash
+# ─────────────────────────────────────────────────────────────────────────────
+# install-mem0-plugin.sh
+#
+# Installs and configures the @mem0/openclaw-mem0 plugin for an existing
+# NemoClaw sandbox. Assumes NemoClaw is already installed and onboarded.
+#
+# Usage:
+#   chmod +x install-mem0-plugin.sh && ./install-mem0-plugin.sh
+#
+# Requirements:
+#   - NemoClaw installed and onboarded (sandbox in Ready state)
+#   - Mem0 API key (from app.mem0.ai)
+# ─────────────────────────────────────────────────────────────────────────────
+
+set -euo pipefail
+
+# ── Colors and formatting ────────────────────────────────────────────────────
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+CYAN='\033[0;36m'
+BOLD='\033[1m'
+DIM='\033[2m'
+NC='\033[0m'
+
+info()    { echo -e "${BLUE}[INFO]${NC}  $*"; }
+success() { echo -e "${GREEN}[OK]${NC}    $*"; }
+warn()    { echo -e "${YELLOW}[WARN]${NC}  $*"; }
+error()   { echo -e "${RED}[ERROR]${NC} $*"; }
+step()    { echo -e "\n${BOLD}${CYAN}── $* ──${NC}\n"; }
+ask()     { echo -en "${BOLD}$*${NC}"; }
+
+die() {
+  error "$*"
+  exit 1
+}
+
+# ── Defaults ─────────────────────────────────────────────────────────────────
+
+MEM0_USER_ID="${MEM0_USER_ID:-default}"
+PLUGIN_PKG="@mem0/openclaw-mem0"
+CONTAINER_NAME="nemoclaw-dev"
+
+# ── Detect platform ──────────────────────────────────────────────────────────
+
+OS_TYPE="$(uname -s)"
+IS_MACOS=false
+IS_LINUX=false
+
+case "$OS_TYPE" in
+  Darwin) IS_MACOS=true ;;
+  Linux)  IS_LINUX=true ;;
+  *)      die "Unsupported OS: $OS_TYPE" ;;
+esac
+
+# ── Helper functions ─────────────────────────────────────────────────────────
+
+check_command() {
+  command -v "$1" &>/dev/null
+}
+
+ensure_nvm() {
+  export NVM_DIR="${NVM_DIR:-$HOME/.nvm}"
+  if [[ -s "$NVM_DIR/nvm.sh" ]]; then
+    source "$NVM_DIR/nvm.sh"
+  fi
+}
+
+ensure_path() {
+  for p in "$HOME/.local/bin" "$HOME/.nvm/versions/node/"*/bin; do
+    if [[ -d "$p" ]] && [[ ":$PATH:" != *":$p:"* ]]; then
+      export PATH="$p:$PATH"
+    fi
+  done
+}
+
+# Wrapper to run a command natively (Linux) or in the container (macOS)
+run_cmd() {
+  if $IS_MACOS; then
+    docker exec "$CONTAINER_NAME" bash -c "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && $*"
+  else
+    eval "$@"
+  fi
+}
+
+# ── Banner ───────────────────────────────────────────────────────────────────
+
+echo ""
+echo -e "${BOLD}${CYAN}╔══════════════════════════════════════════════════════════════╗${NC}"
+echo -e "${BOLD}${CYAN}║         Mem0 Plugin Installer for NemoClaw                   ║${NC}"
+echo -e "${BOLD}${CYAN}║         Long-term memory for your OpenClaw agent             ║${NC}"
+echo -e "${BOLD}${CYAN}╚══════════════════════════════════════════════════════════════╝${NC}"
+echo ""
+
+if $IS_MACOS; then
+  info "Platform: macOS (using Docker container '$CONTAINER_NAME')"
+else
+  info "Platform: Linux"
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PRE-CHECK: Verify NemoClaw is installed and sandbox is ready
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Pre-check: Verifying NemoClaw setup"
+
+if $IS_LINUX; then
+  ensure_nvm
+  ensure_path
+fi
+
+# Verify nemoclaw/openshell are available
+if $IS_MACOS; then
+  if ! docker ps --format '{{.Names}}' | grep -q "^${CONTAINER_NAME}$"; then
+    die "Docker container '$CONTAINER_NAME' is not running. Start it with: docker start $CONTAINER_NAME"
+  fi
+  if ! run_cmd "command -v nemoclaw" &>/dev/null; then
+    die "NemoClaw is not installed in container '$CONTAINER_NAME'. Run the full setup script first."
+  fi
+else
+  if ! check_command openshell; then
+    die "openshell not found. Is NemoClaw installed and onboarded? Try: source ~/.bashrc"
+  fi
+fi
+
+# Detect sandbox
+SANDBOX_NAME=$(run_cmd "openshell sandbox list 2>/dev/null" | awk 'NR>1 && $1!="" {print $1; exit}' || true)
+
+if [[ -z "$SANDBOX_NAME" ]]; then
+  die "No sandbox found. Run 'nemoclaw onboard' first."
+fi
+
+# Verify sandbox is ready
+SANDBOX_PHASE=$(run_cmd "openshell sandbox get '$SANDBOX_NAME' 2>/dev/null" | grep -i "phase" | awk '{print $NF}' || true)
+if [[ "$SANDBOX_PHASE" != "Ready" ]]; then
+  warn "Sandbox '$SANDBOX_NAME' is not in Ready state (current: ${SANDBOX_PHASE:-unknown})."
+  warn "Waiting up to 2 minutes..."
+  WAIT_OK=false
+  for i in $(seq 1 24); do
+    SANDBOX_PHASE=$(run_cmd "openshell sandbox get '$SANDBOX_NAME' 2>/dev/null" | grep -i "phase" | awk '{print $NF}' || true)
+    if [[ "$SANDBOX_PHASE" == "Ready" ]]; then
+      WAIT_OK=true
+      break
+    fi
+    sleep 5
+  done
+  if ! $WAIT_OK; then
+    die "Sandbox '$SANDBOX_NAME' did not become Ready. Run: openshell sandbox list"
+  fi
+fi
+
+success "NemoClaw installed"
+success "Sandbox '$SANDBOX_NAME' is ready"
+
+# ═════════════════════════════════════════════════════════════════════════════
+# STEP 1: Install Mem0 Plugin
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Step 1: Installing Mem0 plugin ($PLUGIN_PKG)"
+
+# Helper: run a command inside the sandbox non-interactively via piped stdin
+sandbox_exec() {
+  local cmd="$1"
+  if $IS_MACOS; then
+    printf '%s\nexit\n' "$cmd" | docker exec -i "$CONTAINER_NAME" bash -c \
+      "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && openshell sandbox connect '$SANDBOX_NAME'" 2>&1
+  else
+    printf '%s\nexit\n' "$cmd" | openshell sandbox connect "$SANDBOX_NAME" 2>&1
+  fi
+}
+
+# Check if plugin is already installed
+PLUGIN_EXISTS=false
+if run_cmd "openshell sandbox download '$SANDBOX_NAME' /sandbox/.openclaw/extensions/openclaw-mem0/package.json /tmp/_mem0_plugin_check.json" &>/dev/null; then
+  if [[ -f /tmp/_mem0_plugin_check.json ]] || run_cmd "test -f /tmp/_mem0_plugin_check.json" &>/dev/null; then
+    PLUGIN_EXISTS=true
+  fi
+fi
+rm -f /tmp/_mem0_plugin_check.json 2>/dev/null || true
+run_cmd "rm -f /tmp/_mem0_plugin_check.json" 2>/dev/null || true
+
+if $PLUGIN_EXISTS; then
+  success "Mem0 plugin already installed in sandbox"
+else
+  info "Downloading $PLUGIN_PKG..."
+
+  # Download and build outside the sandbox (on host or in container)
+  run_cmd "cd /tmp && rm -rf openclaw-mem0-full mem0-openclaw-mem0-*.tgz openclaw-mem0-full.tgz"
+
+  if ! run_cmd "cd /tmp && npm pack '$PLUGIN_PKG' 2>/dev/null"; then
+    die "Failed to download $PLUGIN_PKG from npm. Check your internet connection."
+  fi
+
+  success "Downloaded plugin"
+
+  info "Installing plugin dependencies..."
+  run_cmd "mkdir -p /tmp/openclaw-mem0-full && cd /tmp/openclaw-mem0-full && tar xzf /tmp/mem0-openclaw-mem0-*.tgz --strip-components=1 && npm install --omit=dev 2>&1 | tail -3"
+
+  success "Dependencies installed"
+
+  info "Uploading plugin to sandbox..."
+  run_cmd "cd /tmp && tar czf openclaw-mem0-full.tgz -C openclaw-mem0-full ."
+
+  if ! run_cmd "openshell sandbox upload '$SANDBOX_NAME' /tmp/openclaw-mem0-full.tgz /sandbox/openclaw-mem0-full.tgz 2>&1"; then
+    die "Failed to upload plugin to sandbox. Check: openshell sandbox list"
+  fi
+
+  success "Plugin uploaded"
+
+  info "Extracting plugin inside sandbox..."
+  sandbox_exec "mkdir -p ~/.openclaw/extensions/openclaw-mem0 && tar xzf /sandbox/openclaw-mem0-full.tgz/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0 2>/dev/null || tar xzf /sandbox/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0 2>/dev/null && echo EXTRACT_OK" >/dev/null 2>&1 || true
+
+  # Verify
+  VERIFY_OK=false
+  if run_cmd "openshell sandbox download '$SANDBOX_NAME' /sandbox/.openclaw/extensions/openclaw-mem0/package.json /tmp/_mem0_verify.json" &>/dev/null; then
+    VERIFY_OK=true
+  fi
+  rm -f /tmp/_mem0_verify.json 2>/dev/null || true
+  run_cmd "rm -f /tmp/_mem0_verify.json" 2>/dev/null || true
+  if $VERIFY_OK; then
+    success "Plugin extracted inside sandbox"
+  else
+    warn "Could not verify plugin extraction. You may need to extract manually."
+    if $IS_MACOS; then
+      echo "  docker exec -it $CONTAINER_NAME bash"
+      echo "  export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh"
+    fi
+    echo "  nemoclaw $SANDBOX_NAME connect"
+    echo "  mkdir -p ~/.openclaw/extensions/openclaw-mem0"
+    echo "  tar xzf /sandbox/openclaw-mem0-full.tgz/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0"
+  fi
+
+  # Clean up
+  run_cmd "rm -rf /tmp/openclaw-mem0-full /tmp/mem0-openclaw-mem0-*.tgz /tmp/openclaw-mem0-full.tgz" 2>/dev/null || true
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# STEP 2: Update Network Policy
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Step 2: Updating network policy to allow api.mem0.ai and telemetry"
+
+# Find baseline policy
+BASELINE_POLICY=$(run_cmd "find / -path '*/nemoclaw-blueprint/policies/openclaw-sandbox.yaml' 2>/dev/null | head -1" || true)
+
+if [[ -z "$BASELINE_POLICY" ]]; then
+  die "Cannot find NemoClaw baseline policy file. Is NemoClaw installed?"
+fi
+
+info "Baseline policy: $BASELINE_POLICY"
+
+# Check if mem0_api already exists
+HAS_MEM0=$(run_cmd "grep -c mem0_api '$BASELINE_POLICY' 2>/dev/null" || echo "0")
+
+if [[ "$HAS_MEM0" != "0" ]]; then
+  success "mem0_api already in baseline policy"
+else
+  info "Adding api.mem0.ai to network policy..."
+fi
+
+# Create custom policy with mem0_api + telemetry
+run_cmd "node -e \"
+const fs = require('fs');
+let c = fs.readFileSync('$BASELINE_POLICY', 'utf8');
+const mem0Block = '\\n  mem0_api:\\n    name: mem0_api\\n    endpoints:\\n      - host: api.mem0.ai\\n        port: 443\\n        access: full\\n    binaries:\\n      - { path: /usr/local/bin/node }\\n      - { path: /usr/local/bin/openclaw }\\n';
+const telemetryBlock = '\\n  mem0_telemetry:\\n    name: mem0_telemetry\\n    endpoints:\\n      - host: us.i.posthog.com\\n        port: 443\\n        access: full\\n    binaries:\\n      - { path: /usr/local/bin/node }\\n      - { path: /usr/local/bin/openclaw }\\n';
+if (!c.includes('mem0_api')) {
+  if (c.includes('# ── Messaging')) {
+    c = c.replace('  # ── Messaging', mem0Block + '\\n  # ── Messaging');
+  } else {
+    c += mem0Block;
+  }
+}
+if (!c.includes('mem0_telemetry')) {
+  if (c.includes('mem0_api:')) {
+    c = c.replace('  mem0_api:', telemetryBlock + '\\n  mem0_api:');
+  } else {
+    c += telemetryBlock;
+  }
+}
+fs.writeFileSync('/tmp/nemoclaw-mem0-policy.yaml', c);
+console.log('ok');
+\""
+
+success "Custom policy file created"
+
+# Apply the policy
+info "Applying network policy..."
+if ! run_cmd "openshell policy set '$SANDBOX_NAME' --policy /tmp/nemoclaw-mem0-policy.yaml --wait 2>&1"; then
+  error "Failed to apply network policy."
+  echo ""
+  echo "  If you see 'sandbox not found', re-run: nemoclaw onboard"
+  echo "  Then re-run this script."
+  echo ""
+  die "Network policy update failed."
+fi
+
+success "Network policy applied — api.mem0.ai and telemetry allowed"
+
+# ═════════════════════════════════════════════════════════════════════════════
+# STEP 3: Configure Plugin
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Step 3: Configuring Mem0 plugin"
+
+echo ""
+echo -e "  ${DIM}Get your Mem0 API key from: https://app.mem0.ai${NC}"
+echo -e "  ${DIM}The key starts with 'm0-'${NC}"
+echo ""
+ask "Enter your Mem0 API key: "
+read -r MEM0_API_KEY
+
+if [[ -z "$MEM0_API_KEY" ]]; then
+  die "Mem0 API key is required."
+fi
+
+if [[ ! "$MEM0_API_KEY" =~ ^m0- ]]; then
+  warn "Key doesn't start with 'm0-'. Make sure this is correct."
+fi
+
+echo ""
+echo -e "  ${DIM}The user ID scopes all memories. Pick any unique identifier.${NC}"
+echo -e "  ${DIM}Examples: alice, user_123, your-email@example.com${NC}"
+echo ""
+ask "Enter user ID [$MEM0_USER_ID]: "
+read -r custom_user_id
+MEM0_USER_ID="${custom_user_id:-$MEM0_USER_ID}"
+
+info "Configuring plugin inside sandbox..."
+
+CONFIG_SCRIPT="openclaw config set plugins.slots.memory openclaw-mem0 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.enabled true 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.config.apiKey '$MEM0_API_KEY' 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.config.userId '$MEM0_USER_ID' 2>&1 | tail -1 && \
+echo SETUP_DONE"
+
+CONFIG_OUTPUT=$(sandbox_exec "$CONFIG_SCRIPT" || true)
+
+if echo "$CONFIG_OUTPUT" | grep -q "SETUP_DONE"; then
+  success "Plugin configured (mode: platform, user: $MEM0_USER_ID)"
+else
+  warn "Could not verify config. You may need to configure manually:"
+  echo ""
+  if $IS_MACOS; then
+    echo "  docker exec -it $CONTAINER_NAME bash"
+    echo "  export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh"
+  fi
+  echo "  nemoclaw $SANDBOX_NAME connect"
+  echo "  openclaw config set plugins.slots.memory openclaw-mem0"
+  echo "  openclaw config set plugins.entries.openclaw-mem0.enabled true"
+  echo "  openclaw config set plugins.entries.openclaw-mem0.config.apiKey \"$MEM0_API_KEY\""
+  echo "  openclaw config set plugins.entries.openclaw-mem0.config.userId \"$MEM0_USER_ID\""
+  echo ""
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# Done
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Verification"
+
+echo ""
+echo -e "${BOLD}${GREEN}╔══════════════════════════════════════════════════════════════╗${NC}"
+echo -e "${BOLD}${GREEN}║                    Setup Complete!                           ║${NC}"
+echo -e "${BOLD}${GREEN}╚══════════════════════════════════════════════════════════════╝${NC}"
+echo ""
+echo -e "  ${BOLD}Sandbox:${NC}   $SANDBOX_NAME"
+echo -e "  ${BOLD}Plugin:${NC}    @mem0/openclaw-mem0 (platform mode)"
+echo -e "  ${BOLD}User ID:${NC}   $MEM0_USER_ID"
+if $IS_MACOS; then
+  echo -e "  ${BOLD}Container:${NC} $CONTAINER_NAME"
+fi
+echo ""
+echo -e "  ${BOLD}${CYAN}Next steps:${NC}"
+echo ""
+
+if $IS_MACOS; then
+  echo -e "  1. Open a shell in the container:"
+  echo ""
+  echo -e "     ${DIM}docker exec -it $CONTAINER_NAME bash${NC}"
+  echo -e "     ${DIM}export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh${NC}"
+  echo ""
+  echo -e "  2. Connect to the sandbox and start the gateway:"
+  echo ""
+  echo -e "     ${DIM}nemoclaw $SANDBOX_NAME connect${NC}"
+  echo -e "     ${DIM}nemoclaw-start${NC}"
+else
+  echo -e "  1. Connect to the sandbox and start the gateway:"
+  echo ""
+  echo -e "     ${DIM}source ~/.bashrc${NC}"
+  echo -e "     ${DIM}nemoclaw $SANDBOX_NAME connect${NC}"
+  echo -e "     ${DIM}nemoclaw-start${NC}"
+fi
+echo ""
+echo -e "  Then verify the plugin loaded (look for 'openclaw-mem0: registered'):"
+echo ""
+echo -e "     ${DIM}openclaw plugins list${NC}"
+echo ""
+echo -e "  Test auto-capture (storing memories):"
+echo ""
+echo -e "     ${DIM}openclaw agent --agent main --local -m \"My name is Alice\" --session-id test1${NC}"
+echo ""
+echo -e "  Test auto-recall (new session, memories should appear):"
+echo ""
+echo -e "     ${DIM}openclaw agent --agent main --local -m \"What do you know about me?\" --session-id test2${NC}"
+echo ""
+echo -e "  Or use the interactive TUI:"
+echo ""
+echo -e "     ${DIM}openclaw tui${NC}"
+echo ""
+echo -e "  ${YELLOW}Note:${NC} You may see 'Telemetry event capture failed' errors."
+echo -e "  These are harmless and do not affect memory functionality."
+echo ""
+echo -e "  ${BOLD}Documentation:${NC} https://docs.mem0.ai"
+echo -e "  ${BOLD}Plugin source:${NC} https://www.npmjs.com/package/@mem0/openclaw-mem0"
+echo ""
diff --git a/examples/nemoclaw/quickstart.md b/examples/nemoclaw/quickstart.md
new file mode 100644
index 000000000..ff3a99b92
--- /dev/null
+++ b/examples/nemoclaw/quickstart.md
@@ -0,0 +1,272 @@
+# Mem0 Plugin for NemoClaw — Quickstart
+
+Add persistent long-term memory to your [NemoClaw](https://docs.nvidia.com/nemoclaw/latest/get-started/quickstart.html) OpenClaw agent using the `@mem0/openclaw-mem0` plugin.
+
+> **Note:** This plugin requires **Mem0 Platform mode** (i.e., a Mem0 API key from [app.mem0.ai](https://app.mem0.ai)). Open-source mode is not supported in NemoClaw sandboxes because the sandbox proxy blocks `/v1/embeddings` requests required by the open-source backend. See [Known Limitations](#known-limitations) for details.
+
+## Prerequisites
+
+| Resource | Recommended | Minimum |
+|----------|-------------|---------|
+| CPU      | 4+ vCPU     | 2 vCPU  |
+| RAM      | 16 GB       | 8 GB    |
+| Disk     | 40 GB free  | 20 GB free |
+
+**Accounts required:**
+
+- **NVIDIA** — sign up at [build.nvidia.com](https://build.nvidia.com), generate an API key at [build.nvidia.com/settings/api-keys](https://build.nvidia.com/settings/api-keys) (starts with `nvapi-`)
+- **Mem0** — sign up at [app.mem0.ai](https://app.mem0.ai), generate an API key from the dashboard (starts with `m0-`)
+
+**Supported platforms:** Ubuntu 22.04+, macOS (via Docker), Windows (WSL 2 + Docker)
+
+---
+
+## Choose Your Path
+
+### Option A: Full Setup (NemoClaw + Mem0 Plugin)
+
+Use this if you **don't have NemoClaw installed yet**. The script handles everything: Docker, Node.js, NemoClaw installation, onboarding, Mem0 plugin installation, network policy, and configuration.
+
+```bash
+# Download
+curl -fsSL https://raw.githubusercontent.com/mem0ai/mem0/main/examples/nemoclaw/setup-mem0-nemoclaw.sh -o setup-mem0-nemoclaw.sh
+
+# Run
+chmod +x setup-mem0-nemoclaw.sh
+./setup-mem0-nemoclaw.sh
+```
+
+The script runs through 7 phases:
+
+| Phase | What it does | User input |
+|-------|-------------|------------|
+| 1 | Prerequisites (Docker, RAM, disk) | None (automatic) |
+| 2 | Install NemoClaw | None (automatic) |
+| 3 | NemoClaw onboarding (sandbox + k3s) | Sandbox name, NVIDIA API key |
+| 4 | Install Mem0 plugin into sandbox | None (automatic) |
+| 5 | Update network policy for `api.mem0.ai` | None (automatic) |
+| 6 | Configure plugin | Mem0 API key, user ID |
+| 7 | Verification | None |
+
+### Option B: Plugin Only (NemoClaw Already Installed)
+
+Use this if you **already have NemoClaw installed and onboarded** with a sandbox in `Ready` state.
+
+```bash
+# Download
+curl -fsSL https://raw.githubusercontent.com/mem0ai/mem0/main/examples/nemoclaw/install-mem0-plugin.sh -o install-mem0-plugin.sh
+
+# Run
+chmod +x install-mem0-plugin.sh
+./install-mem0-plugin.sh
+```
+
+The script auto-detects your sandbox and runs 3 steps:
+
+| Step | What it does | User input |
+|------|-------------|------------|
+| 1 | Install Mem0 plugin into sandbox | None (automatic) |
+| 2 | Update network policy for `api.mem0.ai` | None (automatic) |
+| 3 | Configure plugin | Mem0 API key, user ID |
+
+---
+
+## Verify the Installation
+
+After either script completes, connect to the sandbox and start the gateway:
+
+```bash
+source ~/.bashrc
+nemoclaw <sandbox-name> connect
+nemoclaw-start
+```
+
+Look for this line in the startup output:
+
+```
+openclaw-mem0: registered (mode: platform, user: your-user-id, graph: false, autoRecall: true, autoCapture: true)
+```
+
+You can also verify with:
+
+```bash
+openclaw plugins list
+```
+
+The `Memory (Mem0)` plugin should show status **loaded**.
+
+## Test the Integration
+
+All test commands run **inside the sandbox**.
+
+### Test 1: Auto-capture (storing memories)
+
+```bash
+openclaw agent --agent main --local \
+  -m "My name is Alice and I work on distributed systems" \
+  --session-id test1
+```
+
+Look for: `openclaw-mem0: auto-captured 1 memories`
+
+### Test 2: Auto-recall (retrieving memories across sessions)
+
+Start a **new session** (different `--session-id`):
+
+```bash
+openclaw agent --agent main --local \
+  -m "What do you know about me?" \
+  --session-id test2
+```
+
+Look for: `openclaw-mem0: injecting 1 memories into context (1 long-term, 0 session)`
+
+The agent should respond with information from the previous session ("Alice", "distributed systems").
+
+### Test 3: Interactive TUI
+
+```bash
+openclaw tui
+```
+
+Send messages and the plugin will automatically capture and recall memories in the background.
+
+---
+
+## Plugin Configuration Reference
+
+All options are set inside the sandbox via:
+
+```bash
+openclaw config set plugins.entries.openclaw-mem0.config.<key> <value>
+```
+
+| Key | Type | Default | Description |
+|-----|------|---------|-------------|
+| `mode` | `"platform"` \| `"open-source"` | `"platform"` | Backend mode |
+| `apiKey` | string | — | Mem0 API key (starts with `m0-`) |
+| `userId` | string | `"default"` | Unique identifier for the user |
+| `autoRecall` | boolean | `true` | Inject memories before each agent turn |
+| `autoCapture` | boolean | `true` | Store facts after each agent turn |
+| `topK` | number | `5` | Max memories per recall |
+| `searchThreshold` | number | `0.3` | Min similarity score (0-1) |
+| `orgId` | string | — | Mem0 organization ID |
+| `projectId` | string | — | Mem0 project ID |
+| `enableGraph` | boolean | `false` | Enable entity graph for relationships |
+| `customInstructions` | string | — | Rules for what Mem0 should store/exclude |
+
+## Agent Memory Tools
+
+Once the plugin is active, the agent can use these tools during conversations:
+
+| Tool | Description |
+|------|-------------|
+| `memory_search` | Search memories by natural language |
+| `memory_list` | List all stored memories for a user |
+| `memory_store` | Explicitly save a fact |
+| `memory_get` | Retrieve a memory by ID |
+| `memory_forget` | Delete by ID or by query |
+
+## CLI Commands
+
+Run these inside the sandbox:
+
+```bash
+# Search all memories (long-term + session)
+openclaw mem0 search "what languages does the user know"
+
+# Search only long-term memories
+openclaw mem0 search "user preferences" --scope long-term
+
+# Search only session memories
+openclaw mem0 search "current task" --scope session
+
+# Memory stats
+openclaw mem0 stats
+```
+
+---
+
+## Troubleshooting
+
+For detailed troubleshooting steps, see the [troubleshooting guide](troubleshooting-guide.pdf) included in this directory.
+
+### Common Issues
+
+#### `npm tar TAR_ENTRY_ERROR ENOENT` during NemoClaw installation
+
+This is a known npm bug where concurrent tar extraction races cause `ENOENT` errors on deeply nested packages. The `setup-mem0-nemoclaw.sh` script works around this by cloning the NemoClaw repo and installing with `--maxsockets=1` to serialize downloads. If you installed NemoClaw manually and hit this error:
+
+```bash
+git clone --depth 1 https://github.com/NVIDIA/NemoClaw.git ~/.nemoclaw-src
+cd ~/.nemoclaw-src
+npm install --maxsockets=1
+npm link
+```
+
+#### `sandbox not found` during onboarding step 7
+
+The gateway restarted during onboarding and lost the sandbox state. Re-run `nemoclaw onboard`. When prompted that the sandbox already exists, choose `y` to recreate it.
+
+#### `npm error 403 Forbidden` when installing plugin inside sandbox
+
+The OpenShell gateway's TLS proxy blocks scoped npm packages (the `%2f` in the URL). Use the manual installation method (Method 2 in the scripts) which downloads outside the sandbox and uploads the tarball.
+
+#### `capture failed: Connection error` or `recall failed: Connection error`
+
+The network policy is not applied or missing the `mem0_api` entry. Re-run the plugin install script or manually apply the policy:
+
+```bash
+openshell policy set <sandbox-name> --policy /tmp/nemoclaw-mem0-policy.yaml --wait
+```
+
+#### `Telemetry event capture failed: TypeError: fetch failed`
+
+This is harmless. The Mem0 SDK's telemetry endpoint (`us.i.posthog.com`) is blocked by the sandbox proxy. It does not affect memory functionality.
+
+#### Plugin shows `disabled` in `openclaw plugins list`
+
+The memory slot is not set to `openclaw-mem0`. Inside the sandbox, run:
+
+```bash
+openclaw config set plugins.slots.memory openclaw-mem0
+```
+
+#### `K8s namespace not ready` on Ubuntu 24.04
+
+Ubuntu 24.04 defaults to cgroup v2 which causes k3s (used by NemoClaw) to fail. Apply the cgroup fix:
+
+```bash
+sudo python3 -c "
+import json, os
+p = '/etc/docker/daemon.json'
+c = json.load(open(p)) if os.path.exists(p) else {}
+c['default-cgroupns-mode'] = 'host'
+json.dump(c, open(p, 'w'), indent=2)
+"
+sudo systemctl restart docker
+```
+
+Then re-run `nemoclaw onboard`.
+
+### Known Limitations
+
+**Open-source mode is not supported in NemoClaw sandboxes.** The Mem0 open-source mode requires calling `/v1/embeddings` on an external LLM provider. NemoClaw's sandbox proxy intercepts all OpenAI-compatible API requests but only allows `/v1/chat/completions` through. Use **platform mode** instead.
+
+---
+
+## Files in This Directory
+
+| File | Description |
+|------|-------------|
+| `setup-mem0-nemoclaw.sh` | Full setup script (NemoClaw + Mem0 plugin) |
+| `install-mem0-plugin.sh` | Plugin-only install script (NemoClaw already set up) |
+| `troubleshooting-guide.pdf` | Detailed setup and troubleshooting guide |
+| `quickstart.md` | This file |
+
+## Links
+
+- [Mem0 Documentation](https://docs.mem0.ai)
+- [NemoClaw Documentation](https://docs.nvidia.com/nemoclaw/latest/get-started/quickstart.html)
+- [`@mem0/openclaw-mem0` on npm](https://www.npmjs.com/package/@mem0/openclaw-mem0)
+- [Mem0 Dashboard](https://app.mem0.ai)
diff --git a/examples/nemoclaw/setup-mem0-nemoclaw.sh b/examples/nemoclaw/setup-mem0-nemoclaw.sh
new file mode 100755
index 000000000..24bba46fa
--- /dev/null
+++ b/examples/nemoclaw/setup-mem0-nemoclaw.sh
@@ -0,0 +1,864 @@
+#!/usr/bin/env bash
+# ─────────────────────────────────────────────────────────────────────────────
+# setup-mem0-nemoclaw.sh
+#
+# One-script setup for NemoClaw + Mem0 OpenClaw plugin.
+# Supports Ubuntu servers (native) and macOS (via Docker container).
+#
+# Usage:
+#   curl -fsSL https://raw.githubusercontent.com/mem0ai/mem0/main/scripts/setup-mem0-nemoclaw.sh | bash
+#   # or
+#   chmod +x setup-mem0-nemoclaw.sh && ./setup-mem0-nemoclaw.sh
+#
+# Requirements:
+#   - Ubuntu 22.04+ OR macOS with Docker Desktop OR Windows with WSL 2 + Docker Desktop
+#   - 8 GB RAM minimum (16 GB recommended)
+#   - 40 GB free disk (20 GB minimum)
+#   - NVIDIA API key (from build.nvidia.com)
+#   - Mem0 API key (from app.mem0.ai)
+# ─────────────────────────────────────────────────────────────────────────────
+
+set -euo pipefail
+
+# ── Colors and formatting ────────────────────────────────────────────────────
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+CYAN='\033[0;36m'
+BOLD='\033[1m'
+DIM='\033[2m'
+NC='\033[0m'
+
+info()    { echo -e "${BLUE}[INFO]${NC}  $*"; }
+success() { echo -e "${GREEN}[OK]${NC}    $*"; }
+warn()    { echo -e "${YELLOW}[WARN]${NC}  $*"; }
+error()   { echo -e "${RED}[ERROR]${NC} $*"; }
+step()    { echo -e "\n${BOLD}${CYAN}── $* ──${NC}\n"; }
+ask()     { echo -en "${BOLD}$*${NC}"; }
+
+die() {
+  error "$*"
+  exit 1
+}
+
+# ── Defaults ─────────────────────────────────────────────────────────────────
+
+SANDBOX_NAME="${SANDBOX_NAME:-my-assistant}"
+MEM0_USER_ID="${MEM0_USER_ID:-default}"
+MIN_RAM_MB=6000
+MIN_DISK_MB=15000
+PLUGIN_PKG="@mem0/openclaw-mem0"
+CONTAINER_NAME="nemoclaw-dev"
+
+# ── Detect platform ─────────────────────────────────────────────────────────
+
+OS_TYPE="$(uname -s)"
+IS_MACOS=false
+IS_LINUX=false
+IS_WSL=false
+
+case "$OS_TYPE" in
+  Darwin) IS_MACOS=true ;;
+  Linux)
+    IS_LINUX=true
+    # Detect WSL (Windows Subsystem for Linux)
+    if grep -qi "microsoft\|wsl" /proc/version 2>/dev/null; then
+      IS_WSL=true
+    fi
+    ;;
+  MINGW*|MSYS*|CYGWIN*)
+    error "This script cannot run in Git Bash, MSYS2, or Cygwin."
+    echo ""
+    echo "  NemoClaw requires a full Linux environment. On Windows, use WSL 2:"
+    echo ""
+    echo "  1. Open PowerShell as Administrator and run:"
+    echo "     wsl --install -d Ubuntu-24.04"
+    echo ""
+    echo "  2. Restart your computer when prompted"
+    echo ""
+    echo "  3. Open 'Ubuntu' from the Start menu (this opens a WSL 2 shell)"
+    echo ""
+    echo "  4. Install Docker Desktop for Windows:"
+    echo "     https://www.docker.com/products/docker-desktop/"
+    echo "     Enable 'Use the WSL 2 based engine' in Docker Desktop settings"
+    echo "     Enable 'Ubuntu-24.04' under Resources → WSL Integration"
+    echo ""
+    echo "  5. In the Ubuntu WSL 2 shell, re-run this script:"
+    echo "     curl -fsSL https://raw.githubusercontent.com/mem0ai/mem0/main/scripts/setup-mem0-nemoclaw.sh | bash"
+    echo ""
+    die "Please use WSL 2 instead."
+    ;;
+  *)
+    die "Unsupported OS: $OS_TYPE. This script supports Linux (Ubuntu), macOS, and Windows (WSL 2)."
+    ;;
+esac
+
+# ── Helper functions ─────────────────────────────────────────────────────────
+
+check_command() {
+  command -v "$1" &>/dev/null
+}
+
+get_ram_mb() {
+  if $IS_MACOS; then
+    sysctl -n hw.memsize 2>/dev/null | awk '{printf "%.0f", $1/1024/1024}' || echo "0"
+  else
+    free -m 2>/dev/null | awk '/^Mem:/ {print $2}' || echo "0"
+  fi
+}
+
+get_disk_mb() {
+  if $IS_MACOS; then
+    df -m / 2>/dev/null | awk 'NR==2 {print $4}' || echo "0"
+  else
+    df -m / 2>/dev/null | awk 'NR==2 {print $4}' || echo "0"
+  fi
+}
+
+ensure_nvm() {
+  export NVM_DIR="${NVM_DIR:-$HOME/.nvm}"
+  if [[ -s "$NVM_DIR/nvm.sh" ]]; then
+    source "$NVM_DIR/nvm.sh"
+  fi
+}
+
+ensure_path() {
+  for p in "$HOME/.local/bin" "$HOME/.nvm/versions/node/"*/bin; do
+    if [[ -d "$p" ]] && [[ ":$PATH:" != *":$p:"* ]]; then
+      export PATH="$p:$PATH"
+    fi
+  done
+}
+
+wait_for_sandbox() {
+  local name="$1"
+  local timeout=120
+  local elapsed=0
+  while (( elapsed < timeout )); do
+    local phase
+    phase=$($RUN_CMD openshell sandbox get "$name" 2>/dev/null | grep -i "phase" | awk '{print $NF}' || true)
+    if [[ "$phase" == "Ready" ]]; then
+      return 0
+    fi
+    sleep 5
+    elapsed=$((elapsed + 5))
+  done
+  return 1
+}
+
+# ── macOS: run command inside the container ──────────────────────────────────
+# On macOS, NemoClaw runs inside a Docker container. All nemoclaw/openshell
+# commands must be exec'd into the container. On Linux, they run natively.
+
+setup_run_cmd() {
+  if $IS_MACOS; then
+    RUN_CMD="docker exec $CONTAINER_NAME bash -c 'export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && "
+    RUN_CMD_SUFFIX="'"
+    RUN_CMD_IT="docker exec -it $CONTAINER_NAME bash -c 'export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && "
+    RUN_CMD_IT_SUFFIX="'"
+  else
+    RUN_CMD=""
+    RUN_CMD_SUFFIX=""
+    RUN_CMD_IT=""
+    RUN_CMD_IT_SUFFIX=""
+  fi
+}
+
+# Wrapper to run a command natively (Linux) or in the container (macOS)
+run_cmd() {
+  if $IS_MACOS; then
+    docker exec "$CONTAINER_NAME" bash -c "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && $*"
+  else
+    eval "$@"
+  fi
+}
+
+run_cmd_it() {
+  if $IS_MACOS; then
+    docker exec -it "$CONTAINER_NAME" bash -c "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && $*"
+  else
+    eval "$@"
+  fi
+}
+
+# ── Banner ───────────────────────────────────────────────────────────────────
+
+echo ""
+echo -e "${BOLD}${CYAN}╔══════════════════════════════════════════════════════════════╗${NC}"
+echo -e "${BOLD}${CYAN}║         Mem0 Plugin Setup for NemoClaw                       ║${NC}"
+echo -e "${BOLD}${CYAN}║         Long-term memory for your OpenClaw agent             ║${NC}"
+echo -e "${BOLD}${CYAN}╚══════════════════════════════════════════════════════════════╝${NC}"
+echo ""
+
+if $IS_MACOS; then
+  info "Platform: macOS (will use Docker container)"
+elif $IS_WSL; then
+  info "Platform: Windows (WSL 2)"
+else
+  info "Platform: Linux"
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 1: Prerequisites
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 1: Checking prerequisites"
+
+# ── OS check ─────────────────────────────────────────────────────────────────
+
+if $IS_LINUX; then
+  if [[ -f /etc/os-release ]]; then
+    source /etc/os-release
+    if [[ "$ID" != "ubuntu" ]]; then
+      warn "Detected OS: $PRETTY_NAME (not Ubuntu). This script is tested on Ubuntu 22.04+."
+      ask "Continue anyway? [y/N]: "
+      read -r cont
+      [[ "$cont" =~ ^[Yy]$ ]] || exit 0
+    else
+      success "OS: $PRETTY_NAME"
+    fi
+  else
+    warn "Cannot detect Linux distribution. Proceeding anyway."
+  fi
+elif $IS_MACOS; then
+  MACOS_VERSION=$(sw_vers -productVersion 2>/dev/null || echo "unknown")
+  success "OS: macOS $MACOS_VERSION"
+fi
+
+# ── RAM check ────────────────────────────────────────────────────────────────
+
+RAM_MB=$(get_ram_mb)
+if (( RAM_MB < MIN_RAM_MB )); then
+  error "Insufficient RAM: ${RAM_MB} MB available, ${MIN_RAM_MB} MB required."
+  echo ""
+  echo "  NemoClaw needs at least 8 GB RAM (16 GB recommended)."
+  if $IS_WSL; then
+    echo ""
+    echo "  WSL 2 may have limited memory. Increase it:"
+    echo "    1. Create/edit %USERPROFILE%\\.wslconfig in Windows"
+    echo "    2. Add:"
+    echo "       [wsl2]"
+    echo "       memory=8GB"
+    echo "    3. Restart WSL:  wsl --shutdown  (from PowerShell)"
+  elif $IS_LINUX; then
+    echo ""
+    echo "  If running on AWS EC2:"
+    echo "    1. Stop the instance"
+    echo "    2. Change instance type to t3.large (8 GB) or t3.xlarge (16 GB)"
+    echo "    3. Start the instance and re-run this script"
+  fi
+  echo ""
+  die "Aborting due to insufficient RAM."
+else
+  success "RAM: ${RAM_MB} MB available"
+fi
+
+# ── Disk check ───────────────────────────────────────────────────────────────
+
+DISK_MB=$(get_disk_mb)
+if (( DISK_MB < MIN_DISK_MB )); then
+  error "Insufficient disk space: ${DISK_MB} MB available, ${MIN_DISK_MB} MB required."
+  echo ""
+  echo "  NemoClaw needs at least 20 GB free disk (40 GB recommended)."
+  echo ""
+  echo "  Quick fix:"
+  echo "    docker system prune -a -f    # Remove unused Docker data"
+  if $IS_LINUX; then
+    echo ""
+    echo "  If running on AWS EC2, expand the EBS volume:"
+    echo "    1. Go to AWS Console → EC2 → Volumes"
+    echo "    2. Select the volume, Actions → Modify Volume → increase size"
+    echo "    3. Then run:"
+    echo "       sudo growpart /dev/xvda 1"
+    echo "       sudo resize2fs /dev/xvda1"
+  fi
+  echo ""
+  die "Aborting due to insufficient disk space."
+else
+  success "Disk: ${DISK_MB} MB available"
+fi
+
+# ── Docker check ─────────────────────────────────────────────────────────────
+
+if ! check_command docker; then
+  if $IS_MACOS; then
+    error "Docker not found."
+    echo ""
+    echo "  Install Docker Desktop for macOS:"
+    echo "    https://www.docker.com/products/docker-desktop/"
+    echo ""
+    echo "  After installing, start Docker Desktop and re-run this script."
+    echo ""
+    die "Docker Desktop is required on macOS."
+  elif $IS_WSL; then
+    error "Docker not found inside WSL."
+    echo ""
+    echo "  Docker Desktop must be installed on Windows with WSL 2 integration enabled:"
+    echo ""
+    echo "  1. Install Docker Desktop for Windows:"
+    echo "     https://www.docker.com/products/docker-desktop/"
+    echo ""
+    echo "  2. Open Docker Desktop → Settings → General:"
+    echo "     ✓ Enable 'Use the WSL 2 based engine'"
+    echo ""
+    echo "  3. Open Docker Desktop → Settings → Resources → WSL Integration:"
+    echo "     ✓ Enable integration with your Ubuntu distribution"
+    echo ""
+    echo "  4. Click 'Apply & restart', then re-run this script in WSL."
+    echo ""
+    die "Docker Desktop WSL 2 integration is required."
+  else
+    info "Docker not found. Installing Docker..."
+    sudo apt-get update -qq
+    sudo apt-get install -y -qq docker.io >/dev/null 2>&1
+    sudo systemctl enable --now docker
+    sudo usermod -aG docker "$USER"
+    success "Docker installed"
+  fi
+fi
+
+if $IS_LINUX; then
+  # Ensure Docker daemon is running
+  if ! sudo docker info &>/dev/null; then
+    info "Starting Docker daemon..."
+    sudo systemctl start docker
+    sleep 2
+  fi
+
+  # Handle Docker group permissions
+  if ! docker info &>/dev/null; then
+    if id -nG "$USER" | grep -qw docker || grep -q "^docker:.*\b${USER}\b" /etc/group; then
+      info "Activating docker group for current session..."
+      exec sg docker -c "$0 $*"
+    else
+      info "Adding $USER to docker group..."
+      sudo usermod -aG docker "$USER"
+      info "Activating docker group for current session..."
+      exec sg docker -c "$0 $*"
+    fi
+  fi
+else
+  # macOS: just verify Docker is responding
+  if ! docker info &>/dev/null; then
+    error "Docker is not running."
+    echo ""
+    echo "  Start Docker Desktop and wait for it to be ready, then re-run this script."
+    echo ""
+    die "Docker Desktop is not running."
+  fi
+fi
+
+success "Docker: running ($(docker --version | awk '{print $3}' | tr -d ','))"
+
+# ── Linux-only: cgroup v2 fix for Ubuntu 24.04 ──────────────────────────────
+
+if $IS_LINUX && [[ "${VERSION_ID:-}" == "24.04" ]]; then
+  DAEMON_JSON="/etc/docker/daemon.json"
+  NEEDS_CGROUP_FIX=false
+
+  if [[ ! -f "$DAEMON_JSON" ]]; then
+    NEEDS_CGROUP_FIX=true
+  elif ! grep -q '"default-cgroupns-mode"' "$DAEMON_JSON" 2>/dev/null; then
+    NEEDS_CGROUP_FIX=true
+  fi
+
+  if $NEEDS_CGROUP_FIX; then
+    warn "Ubuntu 24.04 detected — applying cgroup v2 fix for Docker."
+    warn "This prevents 'K8s namespace not ready' errors during onboarding."
+    sudo python3 -c "
+import json, os
+p = '$DAEMON_JSON'
+c = json.load(open(p)) if os.path.exists(p) else {}
+c['default-cgroupns-mode'] = 'host'
+json.dump(c, open(p, 'w'), indent=2)
+"
+    sudo systemctl restart docker
+    success "Docker cgroup v2 fix applied"
+  else
+    success "Docker cgroup v2: already configured"
+  fi
+fi
+
+# ── Linux-only: Swap check ──────────────────────────────────────────────────
+
+if $IS_LINUX; then
+  SWAP_MB=$(free -m 2>/dev/null | awk '/^Swap:/ {print $2}' || echo "0")
+  if (( RAM_MB < 12000 && SWAP_MB < 2000 )); then
+    warn "Low RAM (${RAM_MB} MB) and low swap. Adding 4 GB swap to prevent OOM kills."
+    if [[ ! -f /swapfile ]]; then
+      sudo fallocate -l 4G /swapfile
+      sudo chmod 600 /swapfile
+      sudo mkswap /swapfile >/dev/null
+      sudo swapon /swapfile
+      success "4 GB swap enabled"
+    else
+      success "Swap file already exists"
+    fi
+  fi
+fi
+
+# ── macOS-only: Create Docker container ──────────────────────────────────────
+
+if $IS_MACOS; then
+  step "Phase 1b: Setting up NemoClaw Docker container"
+
+  if docker ps --format '{{.Names}}' | grep -q "^${CONTAINER_NAME}$"; then
+    success "Container '$CONTAINER_NAME' is already running"
+  elif docker ps -a --format '{{.Names}}' | grep -q "^${CONTAINER_NAME}$"; then
+    info "Starting existing container '$CONTAINER_NAME'..."
+    docker start "$CONTAINER_NAME"
+    success "Container started"
+  else
+    info "Creating Ubuntu container '$CONTAINER_NAME' for NemoClaw..."
+    echo -e "  ${DIM}This container runs NemoClaw with --network host and Docker socket access.${NC}"
+
+    docker run -d \
+      --name "$CONTAINER_NAME" \
+      --privileged \
+      --network host \
+      -v /var/run/docker.sock:/var/run/docker.sock \
+      ubuntu:24.04 sleep infinity
+
+    success "Container '$CONTAINER_NAME' created"
+
+    info "Installing dependencies inside container..."
+    docker exec "$CONTAINER_NAME" bash -c "apt-get update -qq && apt-get install -y -qq curl git docker.io >/dev/null 2>&1"
+    success "Dependencies installed"
+  fi
+
+  # Check if NemoClaw is installed in the container
+  NEMO_IN_CONTAINER=$(docker exec "$CONTAINER_NAME" bash -c "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh 2>/dev/null && command -v nemoclaw" 2>/dev/null || true)
+  if [[ -z "$NEMO_IN_CONTAINER" ]]; then
+    info "Installing NemoClaw inside container (this takes a few minutes)..."
+    # The NVIDIA installer triggers npm tar race conditions. Workaround: clone
+    # and install with --maxsockets=1 to serialize downloads.
+    docker exec -it "$CONTAINER_NAME" bash -c "
+      export NVM_DIR=/root/.nvm &&
+      if [ ! -s \"\$NVM_DIR/nvm.sh\" ]; then
+        curl -fsSL https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash &&
+        source \"\$NVM_DIR/nvm.sh\" &&
+        nvm install 22
+      else
+        source \"\$NVM_DIR/nvm.sh\"
+      fi &&
+      git clone --depth 1 https://github.com/NVIDIA/NemoClaw.git /root/.nemoclaw-src &&
+      cd /root/.nemoclaw-src &&
+      npm install --maxsockets=1 &&
+      npm link
+    "
+    success "NemoClaw installed in container"
+  else
+    success "NemoClaw already installed in container"
+  fi
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 2: Install NemoClaw (Linux-only, macOS handled above)
+# ═════════════════════════════════════════════════════════════════════════════
+
+if $IS_LINUX; then
+  step "Phase 2: Installing NemoClaw"
+
+  ensure_nvm
+  ensure_path
+
+  if check_command nemoclaw; then
+    success "NemoClaw already installed: $(nemoclaw --version 2>/dev/null || echo 'found')"
+  else
+    info "Installing NemoClaw (this takes a few minutes)..."
+
+    # Install Node.js via nvm if not available
+    if ! check_command node; then
+      info "Node.js not found — installing via nvm..."
+      export NVM_DIR="${NVM_DIR:-$HOME/.nvm}"
+      curl -fsSL https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash
+      source "$NVM_DIR/nvm.sh"
+      nvm install 22
+      ensure_nvm
+      ensure_path
+    fi
+
+    # The NVIDIA installer (curl | bash) triggers npm tar race conditions
+    # causing ENOENT errors on deeply nested packages. Workaround: clone the
+    # repo and install with --maxsockets=1 to serialize downloads.
+    NEMOCLAW_DIR="$HOME/.nemoclaw-src"
+    rm -rf "$NEMOCLAW_DIR"
+    info "Cloning NemoClaw from GitHub..."
+    git clone --depth 1 https://github.com/NVIDIA/NemoClaw.git "$NEMOCLAW_DIR"
+    cd "$NEMOCLAW_DIR"
+    info "Installing dependencies (serialized to avoid tar race)..."
+    npm install --maxsockets=1
+    npm link
+    cd - >/dev/null
+
+    ensure_nvm
+    ensure_path
+    source "$HOME/.bashrc" 2>/dev/null || true
+    hash -r 2>/dev/null || true
+
+    if ! check_command nemoclaw; then
+      # npm link may place the binary outside the current PATH; find and add it
+      NEMOCLAW_BIN=$(find "$HOME/.nvm" -name nemoclaw \( -type f -o -type l \) -path "*/bin/*" 2>/dev/null | head -1)
+      if [[ -n "$NEMOCLAW_BIN" ]]; then
+        export PATH="$(dirname "$NEMOCLAW_BIN"):$PATH"
+      fi
+    fi
+
+    if ! check_command nemoclaw; then
+      die "NemoClaw installation failed. Try: source ~/.bashrc && nemoclaw --help"
+    fi
+
+    success "NemoClaw installed"
+  fi
+
+  ensure_path
+  if ! check_command openshell; then
+    warn "openshell not on PATH yet — it will be installed during onboarding."
+  fi
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 3: NemoClaw Onboarding
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 3: NemoClaw Onboarding"
+
+# Check if a sandbox already exists
+EXISTING_SANDBOX=""
+if $IS_MACOS; then
+  EXISTING_SANDBOX=$(run_cmd "openshell sandbox list 2>/dev/null" | awk 'NR>1 && $1!="" {print $1; exit}' || true)
+else
+  ensure_path
+  if check_command openshell; then
+    EXISTING_SANDBOX=$(openshell sandbox list 2>/dev/null | awk 'NR>1 && $1!="" {print $1; exit}' || true)
+  fi
+fi
+
+if [[ -n "$EXISTING_SANDBOX" ]]; then
+  success "Sandbox already exists: $EXISTING_SANDBOX"
+  SANDBOX_NAME="$EXISTING_SANDBOX"
+  ask "Use existing sandbox '$SANDBOX_NAME'? [Y/n]: "
+  read -r use_existing
+  if [[ "$use_existing" =~ ^[Nn]$ ]]; then
+    ask "Enter sandbox name [my-assistant]: "
+    read -r custom_name
+    SANDBOX_NAME="${custom_name:-my-assistant}"
+    info "Running NemoClaw onboarding..."
+    echo -e "  ${DIM}You'll need your NVIDIA API key (nvapi-...) from build.nvidia.com${NC}"
+    echo ""
+    run_cmd_it "nemoclaw onboard"
+    if $IS_LINUX; then ensure_path; fi
+  fi
+else
+  info "No existing sandbox found. Running NemoClaw onboarding..."
+  echo ""
+  echo -e "  ${DIM}The onboarding wizard will guide you through 7 steps:${NC}"
+  echo -e "  ${DIM}  1. Preflight checks (automatic)${NC}"
+  echo -e "  ${DIM}  2. Start gateway (automatic, takes 1-2 min)${NC}"
+  echo -e "  ${DIM}  3. Sandbox name — enter a name (e.g. my-assistant)${NC}"
+  echo -e "  ${DIM}  4. NVIDIA API key — paste your nvapi-... key${NC}"
+  echo -e "  ${DIM}  5. Inference provider (automatic)${NC}"
+  echo -e "  ${DIM}  6. OpenClaw setup (automatic)${NC}"
+  echo -e "  ${DIM}  7. Policy presets — type Y to apply pypi and npm${NC}"
+  echo ""
+  ask "Press Enter to start onboarding..."
+  read -r
+
+  run_cmd_it "nemoclaw onboard"
+
+  if $IS_LINUX; then
+    ensure_nvm
+    ensure_path
+  fi
+
+  # Detect sandbox name
+  SANDBOX_NAME=$(run_cmd "openshell sandbox list 2>/dev/null" | awk 'NR>1 && $1!="" {print $1; exit}' || echo "$SANDBOX_NAME")
+fi
+
+# Verify sandbox exists
+SANDBOX_PHASE=$(run_cmd "openshell sandbox get '$SANDBOX_NAME' 2>/dev/null" | grep -i "phase" | awk '{print $NF}' || true)
+if [[ "$SANDBOX_PHASE" != "Ready" ]]; then
+  warn "Sandbox '$SANDBOX_NAME' is not in Ready state (current: ${SANDBOX_PHASE:-unknown})."
+  warn "Waiting up to 2 minutes..."
+  WAIT_OK=false
+  for i in $(seq 1 24); do
+    SANDBOX_PHASE=$(run_cmd "openshell sandbox get '$SANDBOX_NAME' 2>/dev/null" | grep -i "phase" | awk '{print $NF}' || true)
+    if [[ "$SANDBOX_PHASE" == "Ready" ]]; then
+      WAIT_OK=true
+      break
+    fi
+    sleep 5
+  done
+  if ! $WAIT_OK; then
+    die "Sandbox '$SANDBOX_NAME' did not become Ready. Run: openshell sandbox list"
+  fi
+fi
+
+success "Sandbox '$SANDBOX_NAME' is ready"
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 4: Install Mem0 Plugin
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 4: Installing Mem0 plugin ($PLUGIN_PKG)"
+
+# Helper: run a command inside the sandbox non-interactively via piped stdin
+sandbox_exec() {
+  local cmd="$1"
+  if $IS_MACOS; then
+    printf '%s\nexit\n' "$cmd" | docker exec -i "$CONTAINER_NAME" bash -c \
+      "export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh && openshell sandbox connect '$SANDBOX_NAME'" 2>&1
+  else
+    printf '%s\nexit\n' "$cmd" | openshell sandbox connect "$SANDBOX_NAME" 2>&1
+  fi
+}
+
+# Check if plugin is already installed by trying to download a known file from the sandbox.
+# We avoid sandbox_exec for the check because piped stdin to openshell sandbox connect
+# produces shell prompt noise that causes false positives with grep.
+PLUGIN_EXISTS=false
+if run_cmd "openshell sandbox download '$SANDBOX_NAME' /sandbox/.openclaw/extensions/openclaw-mem0/package.json /tmp/_mem0_plugin_check.json" &>/dev/null; then
+  if [[ -f /tmp/_mem0_plugin_check.json ]] || run_cmd "test -f /tmp/_mem0_plugin_check.json" &>/dev/null; then
+    PLUGIN_EXISTS=true
+  fi
+fi
+rm -f /tmp/_mem0_plugin_check.json 2>/dev/null || true
+run_cmd "rm -f /tmp/_mem0_plugin_check.json" 2>/dev/null || true
+
+if $PLUGIN_EXISTS; then
+  success "Mem0 plugin already installed in sandbox"
+else
+  info "Downloading $PLUGIN_PKG..."
+
+  # Download and build outside the sandbox (on host or in container)
+  run_cmd "cd /tmp && rm -rf openclaw-mem0-full mem0-openclaw-mem0-*.tgz openclaw-mem0-full.tgz"
+
+  if ! run_cmd "cd /tmp && npm pack '$PLUGIN_PKG' 2>/dev/null"; then
+    die "Failed to download $PLUGIN_PKG from npm. Check your internet connection."
+  fi
+
+  success "Downloaded plugin"
+
+  info "Installing plugin dependencies..."
+  run_cmd "mkdir -p /tmp/openclaw-mem0-full && cd /tmp/openclaw-mem0-full && tar xzf /tmp/mem0-openclaw-mem0-*.tgz --strip-components=1 && npm install --omit=dev 2>&1 | tail -3"
+
+  success "Dependencies installed"
+
+  info "Uploading plugin to sandbox..."
+  run_cmd "cd /tmp && tar czf openclaw-mem0-full.tgz -C openclaw-mem0-full ."
+
+  if ! run_cmd "openshell sandbox upload '$SANDBOX_NAME' /tmp/openclaw-mem0-full.tgz /sandbox/openclaw-mem0-full.tgz 2>&1"; then
+    die "Failed to upload plugin to sandbox. Check: openshell sandbox list"
+  fi
+
+  success "Plugin uploaded"
+
+  info "Extracting plugin inside sandbox..."
+  sandbox_exec "mkdir -p ~/.openclaw/extensions/openclaw-mem0 && tar xzf /sandbox/openclaw-mem0-full.tgz/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0 2>/dev/null || tar xzf /sandbox/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0 2>/dev/null && echo EXTRACT_OK" >/dev/null 2>&1 || true
+
+  # Verify
+  VERIFY_OK=false
+  if run_cmd "openshell sandbox download '$SANDBOX_NAME' /sandbox/.openclaw/extensions/openclaw-mem0/package.json /tmp/_mem0_verify.json" &>/dev/null; then
+    VERIFY_OK=true
+  fi
+  rm -f /tmp/_mem0_verify.json 2>/dev/null || true
+  run_cmd "rm -f /tmp/_mem0_verify.json" 2>/dev/null || true
+  if $VERIFY_OK; then
+    success "Plugin extracted inside sandbox"
+  else
+    warn "Could not verify plugin extraction. You may need to extract manually."
+    if $IS_MACOS; then
+      echo "  docker exec -it $CONTAINER_NAME bash"
+      echo "  export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh"
+    fi
+    echo "  nemoclaw $SANDBOX_NAME connect"
+    echo "  mkdir -p ~/.openclaw/extensions/openclaw-mem0"
+    echo "  tar xzf /sandbox/openclaw-mem0-full.tgz/openclaw-mem0-full.tgz -C ~/.openclaw/extensions/openclaw-mem0"
+  fi
+
+  # Clean up
+  run_cmd "rm -rf /tmp/openclaw-mem0-full /tmp/mem0-openclaw-mem0-*.tgz /tmp/openclaw-mem0-full.tgz" 2>/dev/null || true
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 5: Update Network Policy
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 5: Updating network policy to allow api.mem0.ai and telemetry"
+
+# Find baseline policy
+BASELINE_POLICY=$(run_cmd "find / -path '*/nemoclaw-blueprint/policies/openclaw-sandbox.yaml' 2>/dev/null | head -1" || true)
+
+if [[ -z "$BASELINE_POLICY" ]]; then
+  die "Cannot find NemoClaw baseline policy file. Is NemoClaw installed?"
+fi
+
+info "Baseline policy: $BASELINE_POLICY"
+
+# Check if mem0_api already exists
+HAS_MEM0=$(run_cmd "grep -c mem0_api '$BASELINE_POLICY' 2>/dev/null" || echo "0")
+
+if [[ "$HAS_MEM0" != "0" ]]; then
+  success "mem0_api already in baseline policy"
+else
+  info "Adding api.mem0.ai to network policy..."
+fi
+
+# Create custom policy with mem0_api + telemetry — use node for reliable cross-platform YAML editing
+run_cmd "node -e \"
+const fs = require('fs');
+let c = fs.readFileSync('$BASELINE_POLICY', 'utf8');
+const mem0Block = '\\n  mem0_api:\\n    name: mem0_api\\n    endpoints:\\n      - host: api.mem0.ai\\n        port: 443\\n        access: full\\n    binaries:\\n      - { path: /usr/local/bin/node }\\n      - { path: /usr/local/bin/openclaw }\\n';
+const telemetryBlock = '\\n  mem0_telemetry:\\n    name: mem0_telemetry\\n    endpoints:\\n      - host: us.i.posthog.com\\n        port: 443\\n        access: full\\n    binaries:\\n      - { path: /usr/local/bin/node }\\n      - { path: /usr/local/bin/openclaw }\\n';
+if (!c.includes('mem0_api')) {
+  if (c.includes('# ── Messaging')) {
+    c = c.replace('  # ── Messaging', mem0Block + '\\n  # ── Messaging');
+  } else {
+    c += mem0Block;
+  }
+}
+if (!c.includes('mem0_telemetry')) {
+  if (c.includes('mem0_api:')) {
+    c = c.replace('  mem0_api:', telemetryBlock + '\\n  mem0_api:');
+  } else {
+    c += telemetryBlock;
+  }
+}
+fs.writeFileSync('/tmp/nemoclaw-mem0-policy.yaml', c);
+console.log('ok');
+\""
+
+success "Custom policy file created"
+
+# Apply the policy
+info "Applying network policy..."
+if ! run_cmd "openshell policy set '$SANDBOX_NAME' --policy /tmp/nemoclaw-mem0-policy.yaml --wait 2>&1"; then
+  error "Failed to apply network policy."
+  echo ""
+  echo "  If you see 'sandbox not found', re-run: nemoclaw onboard"
+  echo "  Then re-run this script."
+  echo ""
+  die "Network policy update failed."
+fi
+
+success "Network policy applied — api.mem0.ai and telemetry allowed"
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 6: Configure Plugin
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 6: Configuring Mem0 plugin"
+
+echo ""
+echo -e "  ${DIM}Get your Mem0 API key from: https://app.mem0.ai${NC}"
+echo -e "  ${DIM}The key starts with 'm0-'${NC}"
+echo ""
+ask "Enter your Mem0 API key: "
+read -r MEM0_API_KEY
+
+if [[ -z "$MEM0_API_KEY" ]]; then
+  die "Mem0 API key is required."
+fi
+
+if [[ ! "$MEM0_API_KEY" =~ ^m0- ]]; then
+  warn "Key doesn't start with 'm0-'. Make sure this is correct."
+fi
+
+echo ""
+echo -e "  ${DIM}The user ID scopes all memories. Pick any unique identifier.${NC}"
+echo -e "  ${DIM}Examples: alice, user_123, your-email@example.com${NC}"
+echo ""
+ask "Enter user ID [$MEM0_USER_ID]: "
+read -r custom_user_id
+MEM0_USER_ID="${custom_user_id:-$MEM0_USER_ID}"
+
+info "Configuring plugin inside sandbox..."
+
+CONFIG_SCRIPT="openclaw config set plugins.slots.memory openclaw-mem0 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.enabled true 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.config.apiKey '$MEM0_API_KEY' 2>&1 | tail -1 && \
+openclaw config set plugins.entries.openclaw-mem0.config.userId '$MEM0_USER_ID' 2>&1 | tail -1 && \
+echo SETUP_DONE"
+
+CONFIG_OUTPUT=$(sandbox_exec "$CONFIG_SCRIPT" || true)
+
+if echo "$CONFIG_OUTPUT" | grep -q "SETUP_DONE"; then
+  success "Plugin configured (mode: platform, user: $MEM0_USER_ID)"
+else
+  warn "Could not verify config. You may need to configure manually:"
+  echo ""
+  if $IS_MACOS; then
+    echo "  docker exec -it $CONTAINER_NAME bash"
+    echo "  export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh"
+  fi
+  echo "  nemoclaw $SANDBOX_NAME connect"
+  echo "  openclaw config set plugins.slots.memory openclaw-mem0"
+  echo "  openclaw config set plugins.entries.openclaw-mem0.enabled true"
+  echo "  openclaw config set plugins.entries.openclaw-mem0.config.apiKey \"$MEM0_API_KEY\""
+  echo "  openclaw config set plugins.entries.openclaw-mem0.config.userId \"$MEM0_USER_ID\""
+  echo ""
+fi
+
+# ═════════════════════════════════════════════════════════════════════════════
+# PHASE 7: Verify & Test
+# ═════════════════════════════════════════════════════════════════════════════
+
+step "Phase 7: Verification"
+
+echo ""
+echo -e "${BOLD}${GREEN}╔══════════════════════════════════════════════════════════════╗${NC}"
+echo -e "${BOLD}${GREEN}║                    Setup Complete!                           ║${NC}"
+echo -e "${BOLD}${GREEN}╚══════════════════════════════════════════════════════════════╝${NC}"
+echo ""
+echo -e "  ${BOLD}Sandbox:${NC}   $SANDBOX_NAME"
+echo -e "  ${BOLD}Plugin:${NC}    @mem0/openclaw-mem0 (platform mode)"
+echo -e "  ${BOLD}User ID:${NC}   $MEM0_USER_ID"
+if $IS_MACOS; then
+  echo -e "  ${BOLD}Container:${NC} $CONTAINER_NAME"
+fi
+echo ""
+echo -e "  ${BOLD}${CYAN}Next steps:${NC}"
+echo ""
+
+if $IS_MACOS; then
+  echo -e "  1. Open a shell in the container:"
+  echo ""
+  echo -e "     ${DIM}docker exec -it $CONTAINER_NAME bash${NC}"
+  echo -e "     ${DIM}export NVM_DIR=/root/.nvm && source /root/.nvm/nvm.sh${NC}"
+  echo ""
+  echo -e "  2. Connect to the sandbox and start the gateway:"
+  echo ""
+  echo -e "     ${DIM}nemoclaw $SANDBOX_NAME connect${NC}"
+  echo -e "     ${DIM}nemoclaw-start${NC}"
+else
+  echo -e "  1. Connect to the sandbox and start the gateway:"
+  echo ""
+  echo -e "     ${DIM}source ~/.bashrc${NC}"
+  echo -e "     ${DIM}nemoclaw $SANDBOX_NAME connect${NC}"
+  echo -e "     ${DIM}nemoclaw-start${NC}"
+fi
+echo ""
+echo -e "  Then verify the plugin loaded (look for 'openclaw-mem0: registered'):"
+echo ""
+echo -e "     ${DIM}openclaw plugins list${NC}"
+echo ""
+echo -e "  Test auto-capture (storing memories):"
+echo ""
+echo -e "     ${DIM}openclaw agent --agent main --local -m \"My name is Alice\" --session-id test1${NC}"
+echo ""
+echo -e "  Test auto-recall (new session, memories should appear):"
+echo ""
+echo -e "     ${DIM}openclaw agent --agent main --local -m \"What do you know about me?\" --session-id test2${NC}"
+echo ""
+echo -e "  Or use the interactive TUI:"
+echo ""
+echo -e "     ${DIM}openclaw tui${NC}"
+echo ""
+echo -e "  ${YELLOW}Note:${NC} You may see 'Telemetry event capture failed' errors."
+echo -e "  These are harmless and do not affect memory functionality."
+echo ""
+echo -e "  ${BOLD}Documentation:${NC} https://docs.mem0.ai"
+echo -e "  ${BOLD}Plugin source:${NC} https://www.npmjs.com/package/@mem0/openclaw-mem0"
+echo ""
diff --git a/examples/nemoclaw/troubleshooting-guide.pdf b/examples/nemoclaw/troubleshooting-guide.pdf
new file mode 100644
index 000000000..902b6455e
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