diff --git a/README.md b/README.md
index f056ef2..0123806 100644
--- a/README.md
+++ b/README.md
@@ -42,9 +42,15 @@ Our core claim is that agent orchestration becomes modular, controllable, and pl
 ```bash
 # 1) Install
 conda create -n orchestra python=3.13 && conda activate orchestra
+
+# 2) Config packages
+pip install poetry
+poetry install
+
+or just sample config
 pip install -r requirements.txt
 
-# 2) Configure
+# 3) Config  ENV
 cp .env.example .env
 cp config/example/model_config.yaml config/
 cp -r config/example/benchmarks config/
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..644cc38
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,5027 @@
+# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
+
+[[package]]
+name = "aiofiles"
+version = "24.1.0"
+description = "File support for asyncio."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.22.0-cp39-cp39-win32.whl", hash = "sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b"},
+    {file = "yarl-1.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed"},
+    {file = "yarl-1.22.0-cp39-cp39-win_arm64.whl", hash = "sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2"},
+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.13,<3.15"
+content-hash = "421981aba1bf7efa0333bdf0da188a072c2726c7b5d285178a45a2d1f5b120d5"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..9f42bbe
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,158 @@
+[project]
+name = "aorchestra"
+version = "0.1.0"
+description = ""
+authors = [
+    {name = "Bruce",email = "zpl91823zpl@163.com"}
+]
+readme = "README.md"
+requires-python = ">=3.13,<3.15"
+dependencies = [
+    "aiofiles (==24.1.0)",
+    "aiohappyeyeballs (==2.6.1)",
+    "aiohttp (==3.13.2)",
+    "aiohttp-retry (==2.9.1)",
+    "aiosignal (==1.4.0)",
+    "annotated-types (==0.7.0)",
+    "anyio (==4.12.0)",
+    "attrs (==25.4.0)",
+    "bracex (==2.6)",
+    "cachetools (==6.2.4)",
+    "cbor2 (==5.8.0)",
+    "certifi (==2025.11.12)",
+    "cffi (==2.0.0)",
+    "charset-normalizer (==3.4.4)",
+    "claude-agent-sdk (==0.1.18)",
+    "click (==8.3.1)",
+    "cryptography (==46.0.3)",
+    "datasets (==4.4.2)",
+    "daytona (==0.128.1)",
+    "daytona-api-client (==0.128.1)",
+    "daytona-api-client-async (==0.128.1)",
+    "daytona-toolbox-api-client (==0.128.1)",
+    "daytona-toolbox-api-client-async (==0.128.1)",
+    "deprecated (==1.3.1)",
+    "dill (==0.4.0)",
+    "dirhash (==0.5.0)",
+    "distro (==1.9.0)",
+    "dockerfile-parse (==2.0.1)",
+    "durationpy (==0.10)",
+    "e2b (==2.9.0)",
+    "environs (==14.5.0)",
+    "fastuuid (==0.14.0)",
+    "filelock (==3.20.1)",
+    "frozenlist (==1.8.0)",
+    "fsspec (==2025.10.0)",
+    "google-auth (==2.45.0)",
+    "grpclib (==0.4.9)",
+    "h11 (==0.16.0)",
+    "h2 (==4.3.0)",
+    "hf-xet (==1.2.0)",
+    "hpack (==4.1.0)",
+    "httpcore (==1.0.9)",
+    "httpx (==0.28.1)",
+    "httpx-sse (==0.4.3)",
+    "huggingface-hub (==1.2.3)",
+    "hyperframe (==6.1.0)",
+    "idna (==3.11)",
+    "importlib-metadata (==8.7.1)",
+    "jinja2 (==3.1.6)",
+    "jiter (==0.12.0)",
+    "jsonschema (==4.25.1)",
+    "jsonschema-specifications (==2025.9.1)",
+    "kubernetes (==34.1.0)",
+    "linkify-it-py (==2.0.3)",
+    "litellm (==1.80.0)",
+    "loguru (==0.7.3)",
+    "markdown-it-py (==4.0.0)",
+    "markupsafe (==3.0.3)",
+    "marshmallow (==4.1.2)",
+    "mcp (==1.25.0)",
+    "mdit-py-plugins (==0.5.0)",
+    "mdurl (==0.1.2)",
+    "mini-swe-agent (==1.8.1)",
+    "modal (==1.3.0.post1)",
+    "mpmath (==1.3.0)",
+    "multidict (==6.7.0)",
+    "multipart (==1.3.0)",
+    "multiprocess (==0.70.18)",
+    "numpy (==2.2.6)",
+    "oauthlib (==3.3.1)",
+    "obstore (==0.8.2)",
+    "openai (==1.99.9)",
+    "opencv-python-headless (==4.12.0.88)",
+    "packaging (==25.0)",
+    "pandas (==2.3.3)",
+    "pathspec (==0.12.1)",
+    "platformdirs (==4.5.1)",
+    "prompt-toolkit (==3.0.52)",
+    "propcache (==0.4.1)",
+    "protobuf (==6.33.2)",
+    "pyaml (==25.7.0)",
+    "pyarrow (==22.0.0)",
+    "pyasn1 (==0.6.1)",
+    "pyasn1-modules (==0.4.2)",
+    "pycparser (==2.23)",
+    "pydantic (==2.12.5)",
+    "pydantic-settings (==2.12.0)",
+    "pydantic-core (==2.41.5)",
+    "pygments (==2.19.2)",
+    "pyjwt (==2.10.1)",
+    "python-dateutil (==2.9.0.post0)",
+    "python-dotenv (==1.2.1)",
+    "python-multipart (==0.0.21)",
+    "pytz (==2025.2)",
+    "pyyaml (==6.0.3)",
+    "referencing (==0.37.0)",
+    "regex (==2025.11.3)",
+    "requests (==2.32.5)",
+    "requests-oauthlib (==2.0.0)",
+    "rich (==14.2.0)",
+    "rpds-py (==0.30.0)",
+    "rsa (==4.9.1)",
+    "runloop-api-client (==1.2.0)",
+    "scantree (==0.0.4)",
+    "scipy (==1.16.3)",
+    "setuptools (==80.9.0)",
+    "shellingham (==1.5.4)",
+    "shortuuid (==1.0.13)",
+    "six (==1.17.0)",
+    "sniffio (==1.3.1)",
+    "sse-starlette (==3.1.2)",
+    "starlette (==0.50.0)",
+    "sympy (==1.14.0)",
+    "synchronicity (==0.11.1)",
+    "tenacity (==9.1.2)",
+    "textual (==7.3.0)",
+    "tiktoken (==0.12.0)",
+    "tokenizers (==0.22.1)",
+    "toml (==0.10.2)",
+    "tqdm (==4.67.1)",
+    "tree-sitter (==0.25.2)",
+    "typer (==0.21.0)",
+    "typer-slim (==0.21.0)",
+    "types-certifi (==2021.10.8.3)",
+    "types-toml (==0.10.8.20240310)",
+    "typing-inspection (==0.4.2)",
+    "typing-extensions (==4.15.0)",
+    "tzdata (==2025.2)",
+    "uc-micro-py (==1.0.3)",
+    "urllib3 (==2.3.0)",
+    "uuid-utils (==0.12.0)",
+    "uvicorn (==0.40.0)",
+    "watchfiles (==1.1.1)",
+    "wcmatch (==10.1)",
+    "wcwidth (==0.2.14)",
+    "websocket-client (==1.9.0)",
+    "websockets (==15.0.1)",
+    "wheel (==0.45.1)",
+    "wrapt (==2.0.1)",
+    "xxhash (==3.6.0)",
+    "yarl (==1.22.0)",
+    "zipp (==3.23.0)"
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"