Update autopilot workflow and documentation for project cycle completion

- Modified the existing-code workflow to automatically loop back to New Task after project completion without user confirmation.
- Updated the autopilot state to reflect the current step as `done` and status as `completed`.
- Clarified the deployment status report by specifying non-deployed services and their purposes.

These changes enhance the automation of task management and improve documentation clarity.

scripts/pull-images.sh

@@ -0,0 +1,48 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+
+usage() {
+    cat <<EOF
+Usage: $(basename "$0") [--help]
+
+Pull Azaion AI Training Docker images from the container registry.
+
+Environment:
+  DOCKER_REGISTRY     Registry URL (required)
+  DOCKER_IMAGE_TAG    Image tag to pull (default: latest)
+EOF
+    exit 0
+}
+
+[[ "${1:-}" == "--help" ]] && usage
+
+if [[ -f "$PROJECT_ROOT/.env" ]]; then
+    set -a
+    source "$PROJECT_ROOT/.env"
+    set +a
+fi
+
+DOCKER_REGISTRY="${DOCKER_REGISTRY:?DOCKER_REGISTRY is required}"
+DOCKER_IMAGE_TAG="${DOCKER_IMAGE_TAG:-latest}"
+
+IMAGES=(
+    "${DOCKER_REGISTRY}/azaion/training:${DOCKER_IMAGE_TAG}"
+    "${DOCKER_REGISTRY}/azaion/annotation-queue:${DOCKER_IMAGE_TAG}"
+)
+
+echo "Pulling images (tag: ${DOCKER_IMAGE_TAG})..."
+
+for image in "${IMAGES[@]}"; do
+    echo "  Pulling $image ..."
+    if docker pull "$image"; then
+        echo "  OK: $image"
+    else
+        echo "  FAILED: $image"
+        exit 1
+    fi
+done
+
+echo "All images pulled successfully."