diff --git a/pyproject.toml b/pyproject.toml
index ecffa362a..f429a9f40 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,6 +73,9 @@ dependencies = [
   "openai-agents>=0.12.5",
   "fastapi>=0.135.1",
 ]
+[project.urls]
+Homepage = "https://astrbot.app"
+Repository = "https://github.com/AstrBotDevs/AstrBot"
 [project.scripts]
 astrbot = "astrbot:cli"
 astrbot-rs = "astrbot:cli_rs"
@@ -90,8 +93,7 @@ dev = [
 
 
 
-[project.urls]
-Repository = "https://github.com/AstrBotDevs/AstrBot"
+
 
 [tool.ruff]
 exclude = [
@@ -134,13 +136,18 @@ ignore = [
 ]
 
 [tool.pyright]
+stubPath = "types"
 typeCheckingMode = "basic"
-pythonVersion = "3.10"
+pythonVersion = "3.12"
 reportMissingTypeStubs = false
 reportMissingImports = false
 include = ["astrbot"]
 exclude = ["dashboard", "node_modules", "dist", "data", "tests", "tests/**", "**/tests/**"]
 
+[tool.mypy]
+plugins = ["pydantic.mypy"]
+mypy_path = "types"
+
 [tool.hatch.metadata]
 allow-direct-references = true
 
diff --git a/types/aip.pyi b/types/aip.pyi
new file mode 100644
index 000000000..2ee09e3f0
--- /dev/null
+++ b/types/aip.pyi
@@ -0,0 +1,3 @@
+class AipContentCensor:
+    def __init__(self, appid: str, ak: str, sk: str) -> None: ...
+    def textCensorUserDefined(self, content: str) -> dict[str, object]: ...
diff --git a/types/deprecated.pyi b/types/deprecated.pyi
new file mode 100644
index 000000000..10f10fc99
--- /dev/null
+++ b/types/deprecated.pyi
@@ -0,0 +1,6 @@
+from collections.abc import Callable
+from typing import TypeVar
+
+_F = TypeVar("_F", bound=Callable[..., object])
+
+def deprecated(*args: object, **kwargs: object) -> Callable[[_F], _F]: ...
diff --git a/typings/faiss/__init__.pyi b/types/faiss/__init__.pyi
similarity index 100%
rename from typings/faiss/__init__.pyi
rename to types/faiss/__init__.pyi
diff --git a/types/jsonschema.pyi b/types/jsonschema.pyi
new file mode 100644
index 000000000..5ac6d166c
--- /dev/null
+++ b/types/jsonschema.pyi
@@ -0,0 +1,6 @@
+from typing import ClassVar
+
+class Draft202012Validator:
+    META_SCHEMA: ClassVar[dict[str, object]]
+
+def validate(instance: object, schema: object) -> None: ...
diff --git a/types/pilk.pyi b/types/pilk.pyi
new file mode 100644
index 000000000..3701f92c0
--- /dev/null
+++ b/types/pilk.pyi
@@ -0,0 +1,7 @@
+def encode(
+    input_path: str,
+    output_path: str,
+    *,
+    pcm_rate: int,
+    tencent: bool = ...,
+) -> float: ...
diff --git a/types/psutil.pyi b/types/psutil.pyi
new file mode 100644
index 000000000..53eecbdda
--- /dev/null
+++ b/types/psutil.pyi
@@ -0,0 +1,39 @@
+from collections.abc import Iterable
+
+class NoSuchProcess(Exception): ...
+class AccessDenied(Exception): ...
+class ZombieProcess(Exception): ...
+class TimeoutExpired(Exception): ...
+
+class _Addr:
+    family: int
+    address: str
+
+class _ConnectionAddress:
+    port: int
+
+class _Connection:
+    laddr: _ConnectionAddress
+
+class _MemoryInfo:
+    rss: int
+
+class _VirtualMemory:
+    total: int
+
+class Process:
+    pid: int
+    info: dict[str, object]
+
+    def __init__(self, pid: int | None = ...) -> None: ...
+    def children(self, recursive: bool = ...) -> list[Process]: ...
+    def terminate(self) -> None: ...
+    def wait(self, timeout: float | None = ...) -> object: ...
+    def kill(self) -> None: ...
+    def memory_info(self) -> _MemoryInfo: ...
+    def net_connections(self) -> list[_Connection]: ...
+
+def net_if_addrs() -> dict[str, list[_Addr]]: ...
+def process_iter(attrs: Iterable[str] | None = ...) -> Iterable[Process]: ...
+def cpu_percent(interval: float | None = ...) -> float: ...
+def virtual_memory() -> _VirtualMemory: ...
diff --git a/types/pyffmpeg.pyi b/types/pyffmpeg.pyi
new file mode 100644
index 000000000..a314a5ff8
--- /dev/null
+++ b/types/pyffmpeg.pyi
@@ -0,0 +1,2 @@
+class FFmpeg:
+    def convert(self, *, input_file: str, output_file: str) -> None: ...
diff --git a/types/pysilk.pyi b/types/pysilk.pyi
new file mode 100644
index 000000000..37dd4efc8
--- /dev/null
+++ b/types/pysilk.pyi
@@ -0,0 +1,3 @@
+from io import BytesIO
+
+def decode(input_io: BytesIO, output_io: BytesIO, sample_rate: int) -> None: ...
diff --git a/types/readability.pyi b/types/readability.pyi
new file mode 100644
index 000000000..b46e5ab5f
--- /dev/null
+++ b/types/readability.pyi
@@ -0,0 +1,22 @@
+from typing import Any
+
+class Document:
+    def __init__(
+        self,
+        input: str | Any,
+        positive_keywords: str | list[str] | None = None,
+        negative_keywords: str | list[str] | None = None,
+        url: str | None = None,
+        min_text_length: int = 25,
+        retry_length: int = 250,
+        xpath: bool = False,
+        handle_failures: str = "discard",
+    ) -> None: ...
+    def content(self) -> str: ...
+    def title(self) -> str: ...
+    def author(self) -> str: ...
+    def short_title(self) -> str: ...
+    def summary(
+        self, html_partial: bool = False, keep_all_images: bool = False
+    ) -> str: ...
+    def get_clean_html(self) -> str: ...
diff --git a/types/yaml.pyi b/types/yaml.pyi
new file mode 100644
index 000000000..f877783ea
--- /dev/null
+++ b/types/yaml.pyi
@@ -0,0 +1,11 @@
+from typing import TextIO
+
+class YAMLError(Exception): ...
+
+def safe_load(stream: str | TextIO) -> object: ...
+def dump(
+    data: object,
+    stream: TextIO | None = ...,
+    *args: object,
+    **kwargs: object,
+) -> str | None: ...