diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..977295b
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,18 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "evalscope-project"
+version = "0.1.0"
+description = "EvalScope evaluation project environment (Docker-free reproduction)"
+readme = "README.md"
+requires-python = ">=3.12"
+dynamic = ["dependencies"]
+
+[tool.setuptools]
+# 本项目本身不是 Python 包，安装时不需要打包任何模块
+packages = []
+
+[tool.setuptools.dynamic]
+dependencies = {file = ["requirements-docker.txt"]}
diff --git a/requirements-docker.txt b/requirements-docker.txt
new file mode 100644
index 0000000..9652465
--- /dev/null
+++ b/requirements-docker.txt
@@ -0,0 +1,239 @@
+absl-py==2.5.0
+addict==2.4.0
+aiohappyeyeballs==2.7.1
+aiohttp==3.14.3
+aiosignal==1.4.0
+aliyun-python-sdk-core==2.16.0
+aliyun-python-sdk-kms==2.16.5
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anthropic==0.119.0
+antlr4-python3-runtime==4.9.3
+anyio==4.14.2
+argcomplete==3.7.0
+attrs==26.1.0
+beautifulsoup4==4.15.0
+bfcl_eval==2025.10.27.1
+black==26.5.1
+boto3==1.43.55
+botocore==1.43.55
+cachebox==5.2.3
+cbor2==6.1.3
+certifi==2026.7.22
+cffi==2.1.0
+cfgv==3.5.0
+chardet==7.4.3
+charset-normalizer==3.4.9
+click==8.4.2
+cohere==5.18.0
+colorama==0.4.6
+colorlog==6.11.0
+contourpy==1.3.3
+crcmod==1.7
+cryptography==49.0.0
+cycler==0.12.1
+dashscope==1.26.4
+datamodel-code-generator==0.25.7
+datasets==4.8.4
+deepdiff==9.1.0
+defusedxml==0.7.1
+deprecation==2.1.0
+dill==0.4.1
+dirhash==0.5.0
+distlib==0.4.3
+distro==1.9.0
+dnspython==2.8.0
+docker==7.2.0
+docstring_parser==0.18.0
+dotenv==0.9.9
+editdistance==0.8.1
+einops==0.8.2
+email-validator==2.3.0
+et_xmlfile==2.0.0
+eval_type_backport==0.4.0
+faiss-cpu==1.11.0
+fastapi==0.139.2
+fastavro==1.12.2
+fastcore==2.1.5
+fastspec==0.1.2
+fastuuid==0.14.0
+filelock==3.32.0
+fonttools==4.63.0
+frozenlist==1.8.0
+fsspec==2026.2.0
+genson==1.4.0
+ghapi==2.0.3
+gitdb==4.0.12
+GitPython==3.1.55
+google-auth==2.56.2
+google-genai==1.24.0
+google_search_results==2.4.2
+gradio_client==2.5.0
+grpclib==0.4.9
+h11==0.16.0
+h2==4.3.0
+harbor==0.20.0
+hf-xet==1.5.2
+hpack==4.2.0
+html2text==2025.4.15
+httpcore==1.0.9
+httptools==0.8.0
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==1.24.0
+hyperframe==6.1.0
+identify==2.6.19
+idna==3.18
+importlib_metadata==8.9.0
+inflect==5.6.2
+iniconfig==2.3.0
+isort==5.13.2
+jieba==0.42.1
+Jinja2==3.1.6
+jiter==0.16.0
+jmespath==0.10.0
+joblib==1.5.3
+json5==0.15.0
+jsonlines==4.0.0
+jsonschema==4.26.0
+jsonschema-specifications==2025.9.1
+kiwisolver==1.5.0
+langdetect==1.0.9
+latex2sympy2_extended==1.11.0
+litellm==1.82.6
+loguru==0.7.3
+lxml==6.1.1
+Markdown==3.10.2
+markdown-it-py==4.2.0
+MarkupSafe==3.0.3
+matplotlib==3.11.1
+mdurl==0.1.2
+mistralai==1.7.0
+modal==1.5.3
+modelscope==1.38.1
+modelscope-hub==0.1.8
+more-itertools==11.1.0
+mpmath==1.3.0
+ms-enclave==0.0.7
+multidict==6.7.1
+multiprocess==0.70.19
+mypy_extensions==1.1.0
+narwhals==2.24.0
+networkx==3.3
+nltk==3.10.0
+nodeenv==1.10.0
+numpy==1.26.4
+openai==2.47.0
+openpyxl==3.1.5
+orderly-set==5.5.0
+oss2==2.19.1
+overrides==7.7.0
+packaging==26.2
+pandas==3.0.5
+pathlib==1.0.1
+pathspec==1.1.1
+pexpect==4.9.0
+pillow==12.3.0
+platformdirs==4.11.0
+plotly==6.9.0
+pluggy==1.6.0
+portalocker==3.2.0
+postgrest==2.31.0
+pre_commit==4.6.1
+propcache==0.5.2
+protobuf==6.33.6
+psutil==7.2.2
+ptyprocess==0.7.0
+pyarrow==25.0.0
+pyasn1==0.6.4
+pyasn1_modules==0.4.2
+pycparser==3.0
+pycryptodome==3.23.0
+pydantic==2.13.4
+pydantic_core==2.46.4
+Pygments==2.20.0
+PyJWT==2.13.0
+pylatexenc==2.10
+pyparsing==3.3.2
+pytest==9.1.1
+python-dateutil==2.9.0.post0
+python-discovery==1.5.0
+python-dotenv==1.2.2
+pytokens==0.4.1
+PyYAML==6.0.3
+qwen-agent==0.0.34
+rank-bm25==0.2.2
+realtime==2.31.0
+referencing==0.37.0
+regex==2026.7.19
+requests==2.34.2
+rich==15.0.0
+rouge-chinese==1.0.3
+rouge_score==0.1.2
+rpds-py==2026.6.3
+s3transfer==0.19.2
+sacrebleu==2.6.0
+safetensors==0.8.0
+scantree==0.0.4
+scikit-learn==1.9.0
+scipy==1.13.1
+seaborn==0.13.2
+setuptools==83.0.0
+shellingham==1.5.4
+shortuuid==1.0.13
+simplejson==4.1.1
+six==1.17.0
+smmap==5.0.3
+sniffio==1.3.1
+sortedcontainers==2.4.0
+soundfile==0.14.0
+soupsieve==2.9.1
+starlette==1.3.1
+storage3==2.31.0
+StrEnum==0.4.15
+supabase==2.31.0
+supabase-auth==2.31.0
+supabase-functions==2.31.0
+swebench==4.1.0
+sympy==1.14.0
+synchronicity==0.12.5
+tabulate==0.10.0
+# Editable install with no version control (tau2==1.0.0)
+tempdir==0.7.1
+tenacity==9.1.4
+termcolor==3.3.0
+threadpoolctl==3.6.0
+tiktoken==0.13.0
+tokenizers==0.22.2
+toml==0.10.2
+torch==2.4.0+cpu
+tqdm==4.69.0
+transformers==5.14.1
+tree-sitter==0.21.3
+tree-sitter-java==0.21.0
+tree-sitter-javascript==0.21.4
+tree-sitter-python==0.21.0
+typer==0.27.0
+types-certifi==2021.10.8.3
+types-requests==2.33.0.20260712
+types-toml==0.10.8.20260518
+typing-inspection==0.4.2
+typing_extensions==4.16.0
+unidiff==0.7.5
+urllib3==2.7.0
+uvicorn==0.51.0
+uvloop==0.22.1
+virtualenv==21.7.0
+watchfiles==1.2.0
+websocket-client==1.9.0
+websockets==15.0.1
+wget==3.2
+wheel==0.47.0
+word2number==1.1
+writer-sdk==3.0.0
+xxhash==3.8.1
+yarl==1.24.5
+zhconv==1.4.3
+zipp==4.1.0
+# 本地 evalscope 包需要从项目目录安装： pip install ./evalscope --no-deps
+# tau2-bench 是项目内工具包，如需跑 tau2_bench： pip install -e ./tools/tau2-bench