github
diff --git a/‎src/specify_cli/__init__.py‎
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diff --git a/‎src/specify_cli/_invocation_style.py‎
Lines changed: 18 additions & 0 deletions b/‎src/specify_cli/_invocation_style.py‎
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diff --git a/‎src/specify_cli/agents.py‎
Lines changed: 4 additions & 4 deletions b/‎src/specify_cli/agents.py‎
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diff --git a/‎src/specify_cli/commands/init.py‎
Lines changed: 7 additions & 0 deletions b/‎src/specify_cli/commands/init.py‎
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diff --git a/‎src/specify_cli/integration_runtime.py‎
Lines changed: 12 additions & 0 deletions b/‎src/specify_cli/integration_runtime.py‎
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diff --git a/‎src/specify_cli/integrations/_helpers.py‎
Lines changed: 4 additions & 0 deletions b/‎src/specify_cli/integrations/_helpers.py‎
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diff --git a/‎src/specify_cli/integrations/_install_commands.py‎
Lines changed: 4 additions & 0 deletions b/‎src/specify_cli/integrations/_install_commands.py‎
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diff --git a/‎src/specify_cli/integrations/_migrate_commands.py‎
Lines changed: 10 additions & 0 deletions b/‎src/specify_cli/integrations/_migrate_commands.py‎
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diff --git a/‎src/specify_cli/integrations/base.py‎
Lines changed: 35 additions & 10 deletions b/‎src/specify_cli/integrations/base.py‎
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diff --git a/‎src/specify_cli/integrations/kimi/__init__.py‎
Lines changed: 1 addition & 2 deletions b/‎src/specify_cli/integrations/kimi/__init__.py‎
Lines changed: 1 addition & 2 deletions
@@ -114,6 +114,7 @@ def _refresh_shared_templates(
     project_path: Path,
     *,
     invoke_separator: str,
+    invoke_prefix: str = "/",
     force: bool = False,
 ) -> None:
     """Refresh default-sensitive shared templates without touching scripts."""
@@ -124,6 +125,7 @@ def _refresh_shared_templates(
         repo_root=_repo_root(),
         console=console,
         invoke_separator=invoke_separator,
+        invoke_prefix=invoke_prefix,
         force=force,
     )
 
@@ -134,6 +136,7 @@ def _install_shared_infra(
     tracker: StepTracker | None = None,
     force: bool = False,
     invoke_separator: str = ".",
+    invoke_prefix: str = "/",
     refresh_managed: bool = False,
     refresh_hint: str | None = None,
 ) -> bool:
@@ -177,6 +180,7 @@ def _install_shared_infra(
         console=console,
         force=force,
         invoke_separator=invoke_separator,
+        invoke_prefix=invoke_prefix,
         refresh_managed=refresh_managed,
         refresh_hint=refresh_hint,
     )
@@ -188,6 +192,7 @@ def _install_shared_infra_or_exit(
     tracker: StepTracker | None = None,
     force: bool = False,
     invoke_separator: str = ".",
+    invoke_prefix: str = "/",
     refresh_managed: bool = False,
     refresh_hint: str | None = None,
 ) -> bool:
@@ -198,6 +203,7 @@ def _install_shared_infra_or_exit(
             tracker=tracker,
             force=force,
             invoke_separator=invoke_separator,
+            invoke_prefix=invoke_prefix,
             refresh_managed=refresh_managed,
             refresh_hint=refresh_hint,
         )
 
@@ -29,6 +29,9 @@
     }
 )
 
+# Agents that render /skill:<name> (skill-colon invocation) when in skills mode.
+SKILL_COLON_AGENTS: frozenset[str] = frozenset({"kimi"})
+
 
 def is_dollar_skills_agent(selected_ai: str | None, ai_skills_enabled: bool) -> bool:
     """Return ``True`` if *selected_ai* uses ``$speckit-<name>`` invocations.
@@ -41,6 +44,21 @@ def is_dollar_skills_agent(selected_ai: str | None, ai_skills_enabled: bool) ->
     return selected_ai in DOLLAR_SKILLS_AGENTS and ai_skills_enabled
 
 
+def get_invocation_prefix(selected_ai: str | None, ai_skills_enabled: bool) -> str:
+    """Return the native invocation prefix for *selected_ai* in skills mode.
+
+    Returns ``"$"`` for dollar-skills agents (Codex, ZCode),
+    ``"/skill:"`` for skill-colon agents (Kimi), and ``"/"`` for all others.
+    """
+    if not isinstance(selected_ai, str):
+        return "/"
+    if selected_ai in DOLLAR_SKILLS_AGENTS and ai_skills_enabled:
+        return "$"
+    if selected_ai in SKILL_COLON_AGENTS and ai_skills_enabled:
+        return "/skill:"
+    return "/"
+
+
 def is_slash_skills_agent(selected_ai: str | None, ai_skills_enabled: bool) -> bool:
     """Return ``True`` if *selected_ai* uses ``/speckit-<name>`` invocations.
 
 
@@ -15,6 +15,7 @@
 import yaml
 
 from ._init_options import is_ai_skills_enabled, load_init_options
+from ._invocation_style import get_invocation_prefix
 from ._toml_string import escape_toml_basic as _escape_toml_basic
 from ._toml_string import has_illegal_toml_control as _has_illegal_toml_control
 from ._utils import relative_extension_path_violation
@@ -659,17 +660,16 @@ def register_commands(
         # correct when a stale ``.bob/skills`` directory coexists with
         # ``.bob/commands``.
         _sep = agent_config.get("invoke_separator", ".")
+        registrar_writes_skills = agent_config.get("extension") == "/SKILL.md"
         try:
             from specify_cli.integrations import get_integration  # noqa: PLC0415
 
             _integ = get_integration(agent_name)
             if _integ is not None:
-                registrar_writes_skills = (
-                    agent_config.get("extension") == "/SKILL.md"
-                )
                 _sep = _integ.invoke_separator_for_mode(registrar_writes_skills)
         except Exception:
             pass
+        _prefix = get_invocation_prefix(agent_name, registrar_writes_skills)
 
         for cmd_info in commands:
             cmd_name = cmd_info["name"]
@@ -772,7 +772,7 @@ def register_commands(
             # (base.py itself imports CommandRegistrar lazily).
             from specify_cli.integrations.base import IntegrationBase  # noqa: PLC0415
 
-            body = IntegrationBase.resolve_command_refs(body, _sep)
+            body = IntegrationBase.resolve_command_refs(body, _sep, _prefix)
 
             output_name = self._compute_output_name(agent_name, cmd_name, agent_config)
 
 
@@ -183,6 +183,7 @@ def init(
             save_init_options,
         )
         from ..integration_runtime import (
+            invoke_prefix_for_integration as _invoke_prefix_for_integration,
             with_integration_setting as _with_integration_setting,
         )
         from ..integrations._commands import (
@@ -481,6 +482,12 @@ def init(
                     invoke_separator=resolved_integration.effective_invoke_separator(
                         integration_parsed_options, project_root=project_path
                     ),
+                    invoke_prefix=_invoke_prefix_for_integration(
+                        resolved_integration,
+                        resolved_integration.key,
+                        integration_parsed_options,
+                        project_path,
+                    ),
                 )
                 tracker.complete(
                     "shared-infra", f"scripts ({selected_script}) + templates"
 
@@ -5,6 +5,7 @@
 from collections.abc import Callable
 from typing import Any
 
+from ._invocation_style import get_invocation_prefix
 from .integration_state import integration_setting, integration_settings
 
 
@@ -99,3 +100,14 @@ def invoke_separator_for_integration(
         return integration.effective_invoke_separator(stored_parsed, project_root)
 
     return integration.effective_invoke_separator(None, project_root)
+
+
+def invoke_prefix_for_integration(
+    integration: Any,
+    key: str,
+    parsed_options: dict[str, Any] | None = None,
+    project_root: Any = None,
+) -> str:
+    """Resolve the native invocation prefix for an integration's output mode."""
+    skills_mode = integration.is_skills_mode(parsed_options, project_root)
+    return get_invocation_prefix(key, skills_mode)
@@ -11,6 +11,7 @@
 from .._agent_config import SCRIPT_TYPE_CHOICES
 from .._console import console
 from ..integration_runtime import (
+    invoke_prefix_for_integration as _invoke_prefix_for_integration,
     invoke_separator_for_integration as _invoke_separator_for_integration,
     resolve_integration_options as _resolve_integration_options_impl,
     with_integration_setting as _with_integration_setting,
@@ -333,6 +334,9 @@ def _set_default_integration(
                     integration, {"integration_settings": settings}, key, parsed_options,
                     project_root=project_root,
                 ),
+                invoke_prefix=_invoke_prefix_for_integration(
+                    integration, key, parsed_options, project_root
+                ),
                 force=refresh_templates_force,
                 refresh_managed=True,
                 refresh_hint=refresh_hint,
 
@@ -8,6 +8,7 @@
 from .._console import console
 from .._utils import _display_project_path
 from ..integration_runtime import (
+    invoke_prefix_for_integration as _invoke_prefix_for_integration,
     invoke_separator_for_integration as _invoke_separator_for_integration,
     with_integration_setting as _with_integration_setting,
 )
@@ -130,6 +131,9 @@ def integration_install(
             infra_integration, current, infra_key, infra_parsed,
             project_root=project_root,
         ),
+        invoke_prefix=_invoke_prefix_for_integration(
+            infra_integration, infra_key, infra_parsed, project_root
+        ),
     )
     if os.name != "nt":
         from .. import ensure_executable_scripts
 
@@ -9,6 +9,7 @@
 
 from .._console import console
 from ..integration_runtime import (
+    invoke_prefix_for_integration as _invoke_prefix_for_integration,
     invoke_separator_for_integration as _invoke_separator_for_integration,
     with_integration_setting as _with_integration_setting,
 )
@@ -447,6 +448,9 @@ def integration_switch(
             target_integration, current, target, parsed_options,
             project_root=project_root,
         ),
+        invoke_prefix=_invoke_prefix_for_integration(
+            target_integration, target, parsed_options, project_root
+        ),
         refresh_hint=(
             "To overwrite customizations, re-run with "
             "[cyan]specify integration switch ... --refresh-shared-infra[/cyan]."
@@ -747,6 +751,9 @@ def integration_upgrade(
             infra_integration, current, infra_key, infra_parsed,
             project_root=project_root,
         ),
+        invoke_prefix=_invoke_prefix_for_integration(
+            infra_integration, infra_key, infra_parsed, project_root
+        ),
     )
     if os.name != "nt":
         from .. import ensure_executable_scripts
@@ -782,6 +789,9 @@ def integration_upgrade(
                         integration, {"integration_settings": settings}, key, parsed_options,
                         project_root=project_root,
                     ),
+                    invoke_prefix=_invoke_prefix_for_integration(
+                        integration, key, parsed_options, project_root
+                    ),
                     force=force,
                     refresh_managed=True,
                 )
 
@@ -27,14 +27,15 @@
 
 import yaml
 
+from .._invocation_style import get_invocation_prefix, is_dollar_skills_agent
 from .._toml_string import escape_toml_basic as _escape_toml_basic
 from .._toml_string import has_illegal_toml_control as _has_illegal_toml_control
 
 if TYPE_CHECKING:
     from .manifest import IntegrationManifest
 
 _HOOK_COMMAND_NOTE = (
-    "- When constructing slash commands from hook command names, "
+    "- When constructing command invocations from hook command names, "
     "replace dots (`.`) with hyphens (`-`). "
     "For example, `speckit.git.commit` → `/speckit-git-commit`.\n"
 )
@@ -601,7 +602,9 @@ def install_scripts(
         return created
 
     @staticmethod
-    def resolve_command_refs(content: str, separator: str = ".") -> str:
+    def resolve_command_refs(
+        content: str, separator: str = ".", prefix: str = "/"
+    ) -> str:
         """Replace ``__SPECKIT_COMMAND_<NAME>__`` placeholders with invocations.
 
         Each placeholder encodes a command name in upper-case with
@@ -611,10 +614,16 @@ def resolve_command_refs(content: str, separator: str = ".") -> str:
 
         * ``separator="."`` → ``/speckit.plan``, ``/speckit.git.commit``
         * ``separator="-"`` → ``/speckit-plan``, ``/speckit-git-commit``
+
+        *prefix* defaults to ``"/"`` but may be ``"$"`` for agents whose
+        native skills invocation uses dollar-prefixed chat commands.
         """
         return re.sub(
             r"__SPECKIT_COMMAND_([A-Z][A-Z0-9_]*)__",
-            lambda m: "/speckit" + separator + m.group(1).lower().replace("_", separator),
+            lambda m: prefix
+            + "speckit"
+            + separator
+            + m.group(1).lower().replace("_", separator),
             content,
         )
 
@@ -838,7 +847,12 @@ def process_template(
         content = CommandRegistrar.rewrite_project_relative_paths(content)
 
         # 8. Replace __SPECKIT_COMMAND_<NAME>__ with invocation strings
-        content = IntegrationBase.resolve_command_refs(content, invoke_separator)
+        invocation_prefix = get_invocation_prefix(
+            agent_name, invoke_separator == "-"
+        )
+        content = IntegrationBase.resolve_command_refs(
+            content, invoke_separator, invocation_prefix
+        )
 
         return content
 
@@ -1520,18 +1534,21 @@ def skills_dest(self, project_root: Path) -> Path:
         return project_root / folder / subdir
 
     def build_command_invocation(self, command_name: str, args: str = "") -> str:
-        """Skills use ``/speckit-<stem>`` (hyphenated directory name)."""
+        """Build the agent's native invocation for a hyphenated skill name."""
         stem = command_name
         if stem.startswith("speckit."):
             stem = stem[len("speckit."):]
 
-        invocation = "/speckit-" + stem.replace(".", "-")
+        prefix = "$" if is_dollar_skills_agent(self.key, True) else "/"
+        invocation = prefix + "speckit-" + stem.replace(".", "-")
         if args:
             invocation = f"{invocation} {args}"
         return invocation
 
     @staticmethod
-    def _inject_hook_command_note(content: str) -> str:
+    def _inject_hook_command_note(
+        content: str, invocation_prefix: str = "/"
+    ) -> str:
         """Insert a dot-to-hyphen note before each hook output instruction.
 
         Targets the line ``- For each executable hook, output the following``
@@ -1540,6 +1557,11 @@ def _inject_hook_command_note(content: str) -> str:
         above them.
         """
         note = _HOOK_COMMAND_NOTE.rstrip("\n")
+        if invocation_prefix != "/":
+            note = note.replace(
+                "`/speckit-git-commit`",
+                f"`{invocation_prefix}speckit-git-commit`",
+            )
 
         def repl(m: re.Match[str]) -> str:
             indent = m.group(1)
@@ -1573,10 +1595,13 @@ def post_process_skill_content(self, content: str) -> str:
         Called by external skill generators (presets, extensions) to let
         the integration inject agent-specific frontmatter or body
         transformations.  The base implementation injects shared skills
-        guidance for converting dotted hook command names to hyphenated
-        slash commands.  Subclasses may override — see ``ClaudeIntegration``.
+        guidance for converting dotted hook command names to the agent-native
+        hyphenated command invocation (e.g. ``/speckit-git-commit`` or
+        ``$speckit-git-commit``).  Subclasses may override -- see
+        ``ClaudeIntegration``.
         """
-        return self._inject_hook_command_note(content)
+        invocation_prefix = get_invocation_prefix(self.key, True)
+        return self._inject_hook_command_note(content, invocation_prefix)
 
     def setup(
         self,
 
@@ -59,8 +59,7 @@ def build_command_invocation(self, command_name: str, args: str = "") -> str:
 
     def post_process_skill_content(self, content: str) -> str:
         """Ensure in-skill cross-command references use Kimi's `/skill:` syntax."""
-        content = super().post_process_skill_content(content)
-        return content.replace("/speckit-", "/skill:speckit-")
+        return super().post_process_skill_content(content)
 
     @classmethod
     def options(cls) -> list[IntegrationOption]: