refactor: adapt recipes to remote mcp

.github/workflows/issue-validation.yml

@@ -662,7 +662,7 @@ jobs:
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 #v7.0.1
 
       - name: Run opencode
-        uses: anomalyco/opencode/github@8a8bd622a3d7dc29ccf30ec17f84e363ed95ed72 #v2.0.21
+        uses: anomalyco/opencode/github@527f0b931d1f9b3ebd34e106c51b31ce5db5b075 #v2.0.22
         env:
           ZHIPU_API_KEY: ${{ secrets.ZHIPU_API_KEY }}
           TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/linux-packages.yml

@@ -149,8 +149,8 @@ jobs:
     timeout-minutes: 45
     container:
       # flatpak, flatpak-builder, flatpak-builder-lint and appstreamcli, with
-      # org.gnome.Platform//50 and org.gnome.Sdk//50 already installed.
-      image: ghcr.io/flathub-infra/flatpak-github-actions:gnome-50
+      # org.gnome.Platform//51 and org.gnome.Sdk//51 already installed.
+      image: ghcr.io/flathub-infra/flatpak-github-actions:gnome-51
       options: --privileged
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 #v7.0.1