diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..47d1698
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,49 @@
+name: CI
+on:
+  push:
+    branches: [main]
+    tags: ['v*']
+  pull_request:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  linux:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        target: [x86_64, aarch64]
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          args: --release --out dist --find-interpreter
+          sccache: 'true'
+          manylinux: auto
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels-linux-${{ matrix.target }}
+          path: dist
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    if: "startsWith(github.ref, 'refs/tags/v')"
+    needs: [linux]
+    permissions:
+      id-token: write  # 必须开启，用于 Trusted Publishing
+    steps:
+      - uses: actions/download-artifact@v4
+      - name: Publish to PyPI
+        uses: PyO3/maturin-action@v1
+        with:
+          command: upload
+          args: --non-interactive --skip-existing wheels-*/*
\ No newline at end of file
diff --git a/Cargo.lock b/Cargo.lock
index d105414..b6c76e1 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -67,12 +67,6 @@ version = "1.0.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
 
-[[package]]
-name = "arrayvec"
-version = "0.7.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
-
 [[package]]
 name = "bitflags"
 version = "2.11.1"
@@ -142,27 +136,6 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
 
-[[package]]
-name = "console"
-version = "0.16.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d64e8af5551369d19cf50138de61f1c42074ab970f74e99be916646777f8fc87"
-dependencies = [
- "encode_unicode",
- "libc",
- "unicode-width",
- "windows-sys",
-]
-
-[[package]]
-name = "deranged"
-version = "0.5.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7cd812cc2bc1d69d4764bd80df88b4317eaef9e773c75226407d9bc0876b211c"
-dependencies = [
- "powerfmt",
-]
-
 [[package]]
 name = "drop_bomb"
 version = "0.1.5"
@@ -175,82 +148,12 @@ version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
 
-[[package]]
-name = "encode_unicode"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34aa73646ffb006b8f5147f3dc182bd4bcb190227ce861fc4a4844bf8e3cb2c0"
-
 [[package]]
 name = "equivalent"
 version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
-[[package]]
-name = "futures"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b147ee9d1f6d097cef9ce628cd2ee62288d963e16fb287bd9286455b241382d"
-dependencies = [
- "futures-channel",
- "futures-core",
- "futures-io",
- "futures-sink",
- "futures-task",
- "futures-util",
-]
-
-[[package]]
-name = "futures-channel"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07bbe89c50d7a535e539b8c17bc0b49bdb77747034daa8087407d655f3f7cc1d"
-dependencies = [
- "futures-core",
- "futures-sink",
-]
-
-[[package]]
-name = "futures-core"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e3450815272ef58cec6d564423f6e755e25379b217b0bc688e295ba24df6b1d"
-
-[[package]]
-name = "futures-io"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cecba35d7ad927e23624b22ad55235f2239cfa44fd10428eecbeba6d6a717718"
-
-[[package]]
-name = "futures-sink"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c39754e157331b013978ec91992bde1ac089843443c49cbc7f46150b0fad0893"
-
-[[package]]
-name = "futures-task"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
-
-[[package]]
-name = "futures-util"
-version = "0.3.32"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "389ca41296e6190b48053de0321d02a77f32f8a5d2461dd38762c0593805c6d6"
-dependencies = [
- "futures-channel",
- "futures-core",
- "futures-io",
- "futures-sink",
- "futures-task",
- "memchr",
- "pin-project-lite",
- "slab",
-]
-
 [[package]]
 name = "getopts"
 version = "0.2.24"
@@ -293,21 +196,6 @@ dependencies = [
  "hashbrown",
 ]
 
-[[package]]
-name = "indicator"
-version = "0.4.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fa345379fdc6422d1c280715d64baeb9199e4f4524f2c4f19bc1a54216416ff"
-dependencies = [
- "arrayvec",
- "futures",
- "pin-project-lite",
- "thiserror",
- "time",
- "tinyvec",
- "tracing",
-]
-
 [[package]]
 name = "is-macro"
 version = "0.3.7"
@@ -359,12 +247,6 @@ version = "2.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f8ca58f447f06ed17d5fc4043ce1b10dd205e060fb3ce5b979b8ed8e59ff3f79"
 
-[[package]]
-name = "num-conv"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6673768db2d862beb9b39a78fdcb1a69439615d5794a1be50caa9bc92c81967"
-
 [[package]]
 name = "once_cell"
 version = "1.21.4"
@@ -377,18 +259,6 @@ version = "1.70.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
 
-[[package]]
-name = "path_abs"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05ef02f6342ac01d8a93b65f96db53fe68a92a15f41144f97fb00a9e669633c3"
-dependencies = [
- "serde",
- "serde_derive",
- "std_prelude",
- "stfu8",
-]
-
 [[package]]
 name = "phf"
 version = "0.11.3"
@@ -428,16 +298,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "pin-project-lite"
-version = "0.2.17"
+name = "portable-atomic"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a89322df9ebe1c1578d689c92318e070967d1042b512afbe49518723f4e6d5cd"
-
-[[package]]
-name = "powerfmt"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
+checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
 
 [[package]]
 name = "ppv-lite86"
@@ -448,6 +312,22 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "pretor-viceroy"
+version = "0.1.1"
+dependencies = [
+ "anyhow",
+ "clap",
+ "pyo3",
+ "regex",
+ "ruff_python_ast",
+ "ruff_python_parser",
+ "serde",
+ "serde_json",
+ "serde_yaml",
+ "walkdir",
+]
+
 [[package]]
 name = "proc-macro2"
 version = "1.0.106"
@@ -457,6 +337,64 @@ dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "pyo3"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91fd8e38a3b50ed1167fb981cd6fd60147e091784c427b8f7183a7ee32c31c12"
+dependencies = [
+ "libc",
+ "once_cell",
+ "portable-atomic",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e368e7ddfdeb98c9bca7f8383be1648fd84ab466bf2bc015e94008db6d35611e"
+dependencies = [
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f29e10af80b1f7ccaf7f69eace800a03ecd13e883acfacc1e5d0988605f651e"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df6e520eff47c45997d2fc7dd8214b25dd1310918bbb2642156ef66a67f29813"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4cdc218d835738f81c2338f822078af45b4afdf8b2e33cbb5916f108b813acb"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "quote"
 version = "1.0.45"
@@ -671,30 +609,12 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
 
-[[package]]
-name = "slab"
-version = "0.4.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
-
 [[package]]
 name = "static_assertions"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
-[[package]]
-name = "std_prelude"
-version = "0.2.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8207e78455ffdf55661170876f88daf85356e4edd54e0a3dbc79586ca1e50cbe"
-
-[[package]]
-name = "stfu8"
-version = "0.2.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e51f1e89f093f99e7432c491c382b88a6860a5adbe6bf02574bf0a08efff1978"
-
 [[package]]
 name = "strsim"
 version = "0.11.1"
@@ -713,43 +633,10 @@ dependencies = [
 ]
 
 [[package]]
-name = "thiserror"
-version = "1.0.69"
+name = "target-lexicon"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
-dependencies = [
- "thiserror-impl",
-]
-
-[[package]]
-name = "thiserror-impl"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
-[[package]]
-name = "time"
-version = "0.3.47"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
-dependencies = [
- "deranged",
- "num-conv",
- "powerfmt",
- "serde_core",
- "time-core",
-]
-
-[[package]]
-name = "time-core"
-version = "0.1.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7694e1cfe791f8d31026952abf09c69ca6f6fa4e1a1229e18988f06a04a12dca"
+checksum = "adb6935a6f5c20170eeceb1a3835a49e12e19d792f6dd344ccc76a985ca5a6ca"
 
 [[package]]
 name = "tinyvec"
@@ -766,25 +653,6 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
-[[package]]
-name = "tracing"
-version = "0.1.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
-dependencies = [
- "pin-project-lite",
- "tracing-core",
-]
-
-[[package]]
-name = "tracing-core"
-version = "0.1.36"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
-dependencies = [
- "once_cell",
-]
-
 [[package]]
 name = "unicode-ident"
 version = "1.0.24"
@@ -840,24 +708,6 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
-[[package]]
-name = "viceroy"
-version = "0.1.0"
-dependencies = [
- "anyhow",
- "clap",
- "console",
- "indicator",
- "path_abs",
- "regex",
- "ruff_python_ast",
- "ruff_python_parser",
- "serde",
- "serde_json",
- "serde_yaml",
- "walkdir",
-]
-
 [[package]]
 name = "walkdir"
 version = "2.5.0"
diff --git a/Cargo.toml b/Cargo.toml
index a79bc95..ced6dd1 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,18 +1,26 @@
 [package]
-name = "viceroy"
-version = "0.1.0"
+name = "pretor-viceroy"
+version = "0.1.1"
+authors = ["zhaoxi826"]
+description = "A high-performance skill installer and analysis tool for Pretor Multi-Agent system."
+homepage = "https://github.com/zhaoxi826/viceroy"
+repository = "https://github.com/zhaoxi826/viceroy"
+license = "Apache-2.0"
+readme = "README.md"
 edition = "2024"
 
+[lib]
+name = "viceroy"
+crate-type = ["cdylib", "rlib"]
+
 [dependencies]
 clap = { version = "4.4", features = ["derive"] }
 anyhow = "1.0"
 walkdir = "2.4"
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
-path_abs = "0.5"
-console = "0.16.3"
-indicator = "0.4.4"
 ruff_python_parser = { git = "https://github.com/astral-sh/ruff", rev = "v0.4.0" }
 ruff_python_ast = { git = "https://github.com/astral-sh/ruff", rev = "v0.4.0" }
 regex = "1.12.3"
-serde_yaml = "0.9.34"
\ No newline at end of file
+serde_yaml = "0.9.34"
+pyo3 = { version = "0.28.3", features = ["extension-module"] }
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..f3695f9
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,21 @@
+[build-system]
+requires = ["maturin>=1.0,<2.0"]
+build-backend = "maturin"
+
+[project]
+name = "pretor-viceroy"  # 确保这里和 Cargo.toml 中的 name 一致
+version = "0.1.1"
+description = "High-performance skill installer and analysis tool"
+requires-python = ">=3.8"
+authors = [
+    { name = "zhaoxi826" }
+]
+classifiers = [
+    "Programming Language :: Rust",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+]
+
+[tool.maturin]
+# 告诉 maturin 你的 Rust 源码在哪里（通常不用改）
+features = ["pyo3/extension-module"]
\ No newline at end of file
diff --git a/src/lib.rs b/src/lib.rs
index bad05b2..aca4870 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -15,4 +15,23 @@
  */
 
 pub mod installer;
-pub mod manifest;
\ No newline at end of file
+pub mod manifest;
+
+use pyo3::prelude::*;
+use pyo3::wrap_pyfunction;
+
+#[pyfunction]
+#[pyo3(signature = (url, path=String::new(), cache=String::from(".cache"), output=None))]
+fn install_skill(url: String, path: String, cache: String, output: Option<String>) -> PyResult<String> {
+    let skill = manifest::skill::model::SkillModel::install(url, cache, path, output);
+    skill.analysis().map_err(|e| {
+        PyErr::new::<pyo3::exceptions::PyRuntimeError, _>(format!("Analysis failed: {}", e))
+    })?;
+    Ok(skill.skill_path)
+}
+
+#[pymodule]
+fn viceroy(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_function(wrap_pyfunction!(install_skill, m)?)?;
+    Ok(())
+}
\ No newline at end of file
diff --git a/src/main.rs b/src/main.rs
index 122e17b..065e162 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -72,7 +72,6 @@ fn main() -> Result<()> {
             if !final_url.starts_with("http://") && !final_url.starts_with("https://") && !final_url.starts_with("git@") {
                 final_url = format!("https://github.com/{}", final_url);
             }
-
             println!("Installing skill from {} into {}", final_url, cache_dir);
             let skill = SkillModel::install(final_url, cache_dir.clone(), path.clone(), output.clone());
             println!("Analyzing installed skill at {}", skill.skill_path);