diff --git a/scripts/local/run_agents_for_project.sh b/scripts/local/run_agents_for_project.sh
index 6d4b05e..e73fa50 100755
--- a/scripts/local/run_agents_for_project.sh
+++ b/scripts/local/run_agents_for_project.sh
@@ -7,29 +7,44 @@ set -euo pipefail
 PROJECT_PATH="${1:-.}"
 OUTPUT_DIR="${2:-tests/reports/agents}"
 TEMPLATE_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)"
+MODULE_LAST_IMAGE_FILE="$(cd "$TEMPLATE_DIR/.." && pwd)/modules/4NK_template/.last_image"
 
 if [[ ! -d "$PROJECT_PATH" ]]; then
   echo "Erreur: Le projet '$PROJECT_PATH' n'existe pas" >&2
   exit 1
 fi
 
+mkdir -p "$PROJECT_PATH/$OUTPUT_DIR"
+
 echo "=== Lancement des agents 4NK_template sur: $PROJECT_PATH ==="
 
-# Exécuter les agents via le conteneur CI de 4NK_template
-cd "$TEMPLATE_DIR"
-
-if command -v docker >/dev/null 2>&1; then
-  # Construire l'image si nécessaire
-  docker compose -f docker-compose.ci.yml build --no-cache
-
-  # Lancer les agents sur le projet externe
-  docker compose -f docker-compose.ci.yml run --rm \
-    -v "$(realpath "$PROJECT_PATH"):/work" \
-    -v "$(realpath "$PROJECT_PATH/$OUTPUT_DIR"):/work/$OUTPUT_DIR" \
-    project-ci bash -c "cd /work && scripts/agents/run.sh /work /work/$OUTPUT_DIR all"
-else
+if ! command -v docker >/dev/null 2>&1; then
   echo "Docker requis pour exécuter les agents via conteneur." >&2
   exit 2
 fi
 
+# Si une image du module existe, l'utiliser en priorité
+if [[ -f "$MODULE_LAST_IMAGE_FILE" ]]; then
+  IMAGE_NAME="$(cat "$MODULE_LAST_IMAGE_FILE" | tr -d '\r\n')"
+  echo "Utilisation de l'image du module: $IMAGE_NAME"
+  # Préparer montage du fichier d'env si présent
+  ENV_MOUNT=""
+  if [[ -f "$HOME/.4nk_template/.env" ]]; then
+    ENV_MOUNT="-v $HOME/.4nk_template/.env:/root/.4nk_template/.env:ro"
+  fi
+  # Lancer le conteneur en forçant l'entrypoint bash pour appeler run.sh
+  docker run --rm \
+    -v "$(realpath "$PROJECT_PATH"):/work" \
+    $ENV_MOUNT \
+    --entrypoint bash \
+    "$IMAGE_NAME" -lc "cd /work && scripts/agents/run.sh /work /work/$OUTPUT_DIR all" \
+    || true
+else
+  echo "Aucune image de module détectée, fallback docker compose dans 4NK_template"
+  cd "$TEMPLATE_DIR"
+  docker compose -f docker-compose.ci.yml build
+  RUNNER_MODE="agents" TARGET_DIR="/work" OUTPUT_DIR="/work/$OUTPUT_DIR" \
+    docker compose -f docker-compose.ci.yml run --rm project-ci || true
+fi
+
 echo "=== Agents terminés → $PROJECT_PATH/$OUTPUT_DIR ==="