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/generate-config.sh

@@ -0,0 +1,77 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+CONFIG_FILE="$PROJECT_ROOT/config.yaml"
+
+usage() {
+    cat <<EOF
+Usage: $(basename "$0") [--help]
+
+Generate config.yaml from environment variables.
+Sources .env from project root if present.
+EOF
+    exit 0
+}
+
+[[ "${1:-}" == "--help" ]] && usage
+
+if [[ -f "$PROJECT_ROOT/.env" ]]; then
+    set -a
+    source "$PROJECT_ROOT/.env"
+    set +a
+fi
+
+required_vars=(
+    AZAION_API_URL AZAION_API_EMAIL AZAION_API_PASSWORD
+    RABBITMQ_HOST RABBITMQ_PORT RABBITMQ_USER RABBITMQ_PASSWORD RABBITMQ_QUEUE_NAME
+    AZAION_ROOT_DIR
+)
+
+missing=()
+for var in "${required_vars[@]}"; do
+    if [[ -z "${!var:-}" ]]; then
+        missing+=("$var")
+    fi
+done
+
+if [[ ${#missing[@]} -gt 0 ]]; then
+    echo "ERROR: Missing required environment variables:"
+    printf '  %s\n' "${missing[@]}"
+    echo "Set them in .env or export them before running."
+    exit 1
+fi
+
+cat > "$CONFIG_FILE" <<YAML
+api:
+  url: '${AZAION_API_URL}'
+  email: '${AZAION_API_EMAIL}'
+  password: '${AZAION_API_PASSWORD}'
+
+queue:
+  host: '${RABBITMQ_HOST}'
+  port: ${RABBITMQ_PORT}
+  consumer_user: '${RABBITMQ_USER}'
+  consumer_pw: '${RABBITMQ_PASSWORD}'
+  name: '${RABBITMQ_QUEUE_NAME}'
+
+dirs:
+  root: '${AZAION_ROOT_DIR}'
+  data: '${AZAION_DATA_DIR:-data}'
+  data_seed: '${AZAION_DATA_SEED_DIR:-data-seed}'
+  data_deleted: '${AZAION_DATA_DELETED_DIR:-data_deleted}'
+
+training:
+  model: '${TRAINING_MODEL:-yolo26m.pt}'
+  epochs: ${TRAINING_EPOCHS:-120}
+  batch: ${TRAINING_BATCH_SIZE:-11}
+  imgsz: ${TRAINING_IMGSZ:-1280}
+  save_period: ${TRAINING_SAVE_PERIOD:-1}
+  workers: ${TRAINING_WORKERS:-24}
+
+export:
+  onnx_imgsz: ${EXPORT_ONNX_IMGSZ:-1280}
+YAML
+
+echo "Generated $CONFIG_FILE"