diff --git a/src/specify_cli/integrations/forge/__init__.py b/src/specify_cli/integrations/forge/__init__.py
index 49407c3a7a..f455556e36 100644
--- a/src/specify_cli/integrations/forge/__init__.py
+++ b/src/specify_cli/integrations/forge/__init__.py
@@ -91,6 +91,18 @@ class ForgeIntegration(MarkdownIntegration):
     }
     invoke_separator = "-"
 
+    def build_command_invocation(self, command_name: str, args: str = "") -> str:
+        """Forge installs hyphenated slash-commands (``/speckit-<name>``), so the
+        dispatch invocation must match. The inherited MarkdownIntegration default
+        builds the dotted ``/speckit.<name>``, which references a command Forge
+        never registered. Reuse the same hyphenation as the installed frontmatter
+        ``name`` (see ``format_forge_command_name``), mirroring the skills agents.
+        """
+        invocation = "/" + format_forge_command_name(command_name)
+        if args:
+            invocation = f"{invocation} {args}"
+        return invocation
+
     def setup(
         self,
         project_root: Path,
diff --git a/tests/integrations/test_base.py b/tests/integrations/test_base.py
index d03ea0cb25..6e6229ba3c 100644
--- a/tests/integrations/test_base.py
+++ b/tests/integrations/test_base.py
@@ -216,6 +216,24 @@ def test_skills_extension_command_with_args(self):
         i = get_integration("codex")
         assert i.build_command_invocation("speckit.git.commit", "fix typo") == "/speckit-git-commit fix typo"
 
+    def test_forge_core_command_hyphenated(self):
+        """Forge installs hyphenated slash-commands (/speckit-<name>), so the
+        dispatch invocation must be hyphenated too — not the dotted default it
+        would inherit from MarkdownIntegration."""
+        from specify_cli.integrations import get_integration
+        i = get_integration("forge")
+        assert i.build_command_invocation("speckit.plan") == "/speckit-plan"
+        assert i.build_command_invocation("plan") == "/speckit-plan"
+
+    def test_forge_extension_command_hyphenated(self):
+        from specify_cli.integrations import get_integration
+        i = get_integration("forge")
+        assert i.build_command_invocation("speckit.git.commit") == "/speckit-git-commit"
+        assert (
+            i.build_command_invocation("speckit.git.commit", "fix typo")
+            == "/speckit-git-commit fix typo"
+        )
+
 
 class TestResolveCommandRefs:
     """Tests for __SPECKIT_COMMAND_<NAME>__ placeholder resolution."""