diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
new file mode 100644
index 00000000..99afe5e1
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -0,0 +1,39 @@
+name: 🐛Bug Report
+description: File a bug report here
+title: "[BUG]: "
+labels: ["bug"]
+assignees: [""]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report 🤗
+        Make sure there aren't any open/closed issues for this topic 😃
+
+  - type: textarea
+    id: bug-description
+    attributes:
+      label: Description of the bug
+      description: Give us a brief description of what happened and what should have happened
+    validations:
+      required: true
+
+  - type: textarea
+    id: steps-to-reproduce
+    attributes:
+      label: Steps To Reproduce
+      description: Steps to reproduce the behavior.
+      placeholder: |
+        1. Go to '...'
+        2. Click on '...'
+        3. Scroll down to '...'
+        4. See error
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional-information
+    attributes:
+      label: Additional Information
+      description: |
+        Provide any additional information such as logs, screenshots, likes, scenarios in which the bug occurs so that it facilitates resolving the issue.
diff --git a/.github/ISSUE_TEMPLATE/codebase_reorg.yml b/.github/ISSUE_TEMPLATE/codebase_reorg.yml
new file mode 100644
index 00000000..4606f981
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/codebase_reorg.yml
@@ -0,0 +1,24 @@
+name: 🧹Codebase Refactor
+description: Refactor, clean, format the codebase
+title: "[ORG]: "
+labels: ["refactor"]
+assignees: [""]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Please make sure this codebase refactor request hasn't been already submitted by someone by looking through other open/closed issues
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: Give us a brief description of the codebase refactor task you would like
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional-information
+    attributes:
+      label: Additional Information
+      description: Give us some additional reason on why codebase refactor is necessary to do
diff --git a/.github/ISSUE_TEMPLATE/exp_record.yml b/.github/ISSUE_TEMPLATE/exp_record.yml
new file mode 100644
index 00000000..f71dea1c
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/exp_record.yml
@@ -0,0 +1,24 @@
+name: 🧪Experiment Record
+description: Describe experiment setting and results here
+title: "[EXP]: "
+labels: ["experiment"]
+assignees: [""]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Please make sure this experiment request hasn't been already submitted by someone by looking through other open/closed issues
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: Give us a brief description of the experimental setting and results you would like
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional-information
+    attributes:
+      label: Additional Information
+      description: Give us some additional information on the experimental setting and results like learning rate, data selection , etc.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml
new file mode 100644
index 00000000..40dc70e3
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.yml
@@ -0,0 +1,23 @@
+name: ✨Feature Request
+description: Request a new feature or enhancement
+labels: ["enhancement"]
+title: "[FEAT]: "
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Please make sure this feature request hasn't been already submitted by someone by looking through other open/closed issues
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: Give us a brief description of the feature or enhancement you would like
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional-information
+    attributes:
+      label: Additional Information
+      description: Give us some additional information on the feature request like proposed solutions, links, screenshots, etc.
diff --git a/.github/ISSUE_TEMPLATE/writing_task.yml b/.github/ISSUE_TEMPLATE/writing_task.yml
new file mode 100644
index 00000000..502f20b6
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/writing_task.yml
@@ -0,0 +1,24 @@
+name: 🖊️Writing Task
+description: Describe writing task here
+title: "[WRT]: "
+labels: ["writing"]
+assignees: [""]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Please make sure this writing task request hasn't been already submitted by someone by looking through other open/closed issues
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Description
+      description: Give us a brief description of the writing task you would like
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional-information
+    attributes:
+      label: Additional Information
+      description: Give us some additional information on the writing task like exptected length, main content, etc.
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 00000000..2775ad7e
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,11 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
+
+version: 2
+updates:
+  - package-ecosystem: "pip" # See documentation for possible values
+    directory: "/" # Location of package manifests
+    schedule:
+      interval: "daily"
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 00000000..af460a9c
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,27 @@
+<!--
+Thanks for creating this pull request 🤗
+Please make sure that the pull request is limited to one type (docs, feature, etc.) and keep it as small as possible. You can open multiple prs instead of opening a huge one.
+-->
+
+<!-- If this pull request closes an issue, please mention the issue number below -->
+Closes # <!-- Issue # here -->
+
+## 📑 Description
+<!-- Add a brief description of the pr -->
+
+<!-- You can also choose to add a list of changes and if they have been completed or not by using the markdown to-do list syntax
+- [ ] Not Completed
+- [x] Completed
+-->
+
+## ✅ Checks
+<!-- Make sure your pr passes the CI checks and do check the following fields as needed - -->
+- [ ] My pull request adheres to the code style of this project
+- [ ] My code requires changes to the documentation
+- [ ] I have updated the documentation as required
+- [ ] All the tests have passed
+- [ ] Branch name follows `type/descript` (e.g. `feature/add-llm-agents`)
+- [ ] Ready for code review
+
+## ℹ Additional Information
+<!-- Any additional information like breaking changes, dependencies added, screenshots, comparisons between new and old behavior, etc. -->
diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml
new file mode 100644
index 00000000..d063beff
--- /dev/null
+++ b/.github/workflows/codespell.yml
@@ -0,0 +1,31 @@
+name: codespell
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  codespell:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install codespell==2.2.6 tomli==2.0.1
+    - name: Spelling check with codespell
+      run: |
+        codespell -c pyproject.toml
diff --git a/.github/workflows/isort.yml b/.github/workflows/isort.yml
new file mode 100644
index 00000000..2229a390
--- /dev/null
+++ b/.github/workflows/isort.yml
@@ -0,0 +1,31 @@
+name: isort
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  isort:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install isort==5.13.2
+    - name: Run isort
+      run: |
+        isort . --check-only
diff --git a/.github/workflows/mypy.yml b/.github/workflows/mypy.yml
new file mode 100644
index 00000000..da9c2c71
--- /dev/null
+++ b/.github/workflows/mypy.yml
@@ -0,0 +1,35 @@
+name: Mypy
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  Static-Type-Checking:
+    runs-on: ubuntu-latest
+    strategy:
+      max-parallel: 5
+      matrix:
+        python-version: ["3.10"]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        curl -sSL https://install.python-poetry.org | python3
+        poetry install --all-extras
+    - name: Type-checking package with mypy
+      run: |
+        # Run this mypy instance against our main package.
+        poetry run pip install types-protobuf==4.24.0.4
+        poetry run mypy --config-file pyproject.toml .
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
new file mode 100644
index 00000000..96564e62
--- /dev/null
+++ b/.github/workflows/pytest.yml
@@ -0,0 +1,36 @@
+name: Pytest
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  Pytest:
+    runs-on: ubuntu-latest
+    strategy:
+      max-parallel: 5
+      matrix:
+        python-version: ["3.10"]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        curl -sSL https://install.python-poetry.org | python3
+        poetry install --all-extras
+    - name: Test with pytest
+      env:
+        OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+        TOGETHERAI_API_KEY: ${{ secrets.TOGETHERAI_API_KEY }}
+      run: |
+        poetry run pytest
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
new file mode 100644
index 00000000..8ae4809a
--- /dev/null
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,34 @@
+name: ruff
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  ruff:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install ruff==0.5.1
+    - name: Analysing the code with ruff
+      run: |
+        ruff check .
+    - name: Format the code with ruff
+      run: |
+        ruff format .
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000..cd1d13d0
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,28 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v3.2.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: check-added-large-files
+-   repo: https://github.com/pre-commit/mirrors-prettier
+    rev: v3.0.1  # Use the sha / tag you want to point at
+    hooks:
+    -   id: prettier
+        types_or: [html]
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  rev: v0.3.5  # Ruff version
+  hooks:
+    - id: ruff
+      types_or: [python, pyi, jupyter]
+      args: [--fix]
+
+- repo: https://github.com/pre-commit/mirrors-isort
+  rev: v5.10.1  # Use the latest isort version
+  hooks:
+    - id: isort  # This will sort imports automatically
+-   repo: https://github.com/kynan/nbstripout
+    rev: 0.6.0
+    hooks:
+      - id: nbstripout
diff --git a/Readme.md b/Readme.md
index 7f06e16c..884daab3 100644
--- a/Readme.md
+++ b/Readme.md
@@ -69,7 +69,7 @@ We welcome contributions, including fine-tuning codebase, tuning dataset, enviro
 Create issues for feature requests, bug reports, or ideas.
 Submit pull requests to help improve OpenManus-RL.
 Or simply reach out to us for direct collaboration.
-Important contributors will be listed as co-authors to our paper. 
+Important contributors will be listed as co-authors to our paper.
 
 # Roadmap
 1. Agent Environment Support
@@ -380,4 +380,3 @@ Please cite the following paper if you find OpenManus helpful!
   </picture>
 </a>
 </p>
-
diff --git a/examples/.gitkeep b/examples/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/openmanus-rl/grpo.py b/openmanus-rl/grpo.py
index 91cf51c2..eda36d8d 100644
--- a/openmanus-rl/grpo.py
+++ b/openmanus-rl/grpo.py
@@ -42,6 +42,7 @@
 from datasets import load_dataset
 from transformers import set_seed
 from transformers.trainer_utils import get_last_checkpoint
+from trl import GRPOTrainer, ModelConfig, ScriptArguments, TrlParser, get_peft_config
 
 from .configs import GRPOConfig
 from .rewards import (
@@ -55,8 +56,6 @@
     tag_count_reward,
 )
 from .utils import get_tokenizer
-from trl import GRPOTrainer, ModelConfig, ScriptArguments, TrlParser, get_peft_config
-
 
 logger = logging.getLogger(__name__)
 
@@ -269,4 +268,4 @@ def make_conversation(example):
 if __name__ == "__main__":
     parser = TrlParser((GRPOScriptArguments, GRPOConfig, ModelConfig))
     script_args, training_args, model_args = parser.parse_args_and_config()
-    main(script_args, training_args, model_args)
\ No newline at end of file
+    main(script_args, training_args, model_args)
diff --git a/openmanus-rl/rewards.py b/openmanus-rl/rewards.py
index f8fdfe76..065ef66b 100644
--- a/openmanus-rl/rewards.py
+++ b/openmanus-rl/rewards.py
@@ -26,7 +26,6 @@
 
 from .utils import is_e2b_available
 
-
 if is_e2b_available():
     from dotenv import load_dotenv
     from e2b_code_interpreter import AsyncSandbox
@@ -396,11 +395,11 @@ def evaluate_code(code, test_cases):
 
 def get_trajectories_format_reward(min_steps: int = 3, partial_reward: bool = True):
     """Reward function that checks if the reasoning process follows the ReAct (Reasoning and Acting) format.
-    
+
     Args:
         min_steps: Minimum number of reasoning steps required for full reward.
         partial_reward: If True, provide partial rewards for partially correct formats.
-        
+
     Returns:
         A reward function that evaluates compliance with the ReAct format.
     """
@@ -408,33 +407,33 @@ def get_trajectories_format_reward(min_steps: int = 3, partial_reward: bool = Tr
     thought_pattern = r"Thought:[\s\S]+?"
     action_pattern = r"Action:[\s\S]+?"
     observation_pattern = r"Observation:[\s\S]+?"
-    
+
     # Full ReAct step pattern (all three components)
     react_step_pattern = rf"({thought_pattern}{action_pattern}{observation_pattern})"
-    
+
     # Final answer pattern
     final_answer_pattern = r"Answer:[\s\S]+"
 
     def trajectories_format_reward(completions, **kwargs):
         """Evaluates if completions follow the ReAct format with proper Thought/Action/Observation sequences.
-        
+
         Args:
             completions: List of model completions
-            
+
         Returns:
             List of rewards between 0.0 and 1.0 based on format compliance
         """
         contents = [completion[0]["content"] for completion in completions]
         rewards = []
-        
+
         for content in contents:
             # Count full ReAct steps (Thought/Action/Observation sequences)
             react_steps = re.findall(react_step_pattern, content)
             num_steps = len(react_steps)
-            
+
             # Check for final answer
             has_final_answer = bool(re.search(final_answer_pattern, content))
-            
+
             if num_steps >= min_steps and has_final_answer:
                 # Full reward for meeting minimum steps and having final answer
                 rewards.append(1.0)
@@ -444,19 +443,19 @@ def trajectories_format_reward(completions, **kwargs):
             else:
                 # Partial rewards based on components present
                 reward = 0.0
-                
+
                 # Reward for steps (up to 0.7)
                 step_reward = min(0.7, (num_steps / min_steps) * 0.7)
                 reward += step_reward
-                
+
                 # Reward for final answer (0.3)
                 if has_final_answer:
                     reward += 0.3
-                
+
                 rewards.append(reward)
-                
+
         return rewards
-    
+
     return trajectories_format_reward
 
 def get_code_format_reward(language: str = "python"):
@@ -512,4 +511,4 @@ async def run_script(sbx, script: str, language: str) -> float:
     try:
         return float(execution.text)
     except (TypeError, ValueError):
-        return 0.0
\ No newline at end of file
+        return 0.0
diff --git a/openmanus-rl/sft.py b/openmanus-rl/sft.py
index 0c6f025f..718aa78f 100644
--- a/openmanus-rl/sft.py
+++ b/openmanus-rl/sft.py
@@ -42,9 +42,6 @@
 from datasets import load_dataset
 from transformers import set_seed
 from transformers.trainer_utils import get_last_checkpoint
-
-from .utils import get_tokenizer
-from .configs import SFTConfig
 from trl import (
     ModelConfig,
     ScriptArguments,
@@ -55,6 +52,8 @@
     get_quantization_config,
 )
 
+from .configs import SFTConfig
+from .utils import get_tokenizer
 
 logger = logging.getLogger(__name__)
 
@@ -175,4 +174,4 @@ def main(script_args, training_args, model_args):
 if __name__ == "__main__":
     parser = TrlParser((ScriptArguments, SFTConfig, ModelConfig))
     script_args, training_args, model_args = parser.parse_args_and_config()
-    main(script_args, training_args, model_args)
\ No newline at end of file
+    main(script_args, training_args, model_args)
diff --git a/openmanus-rl/utils.py b/openmanus-rl/utils.py
index 955f88ad..1b99d586 100644
--- a/openmanus-rl/utils.py
+++ b/openmanus-rl/utils.py
@@ -1,10 +1,10 @@
-from transformers import AutoTokenizer, PreTrainedTokenizer
+import os
 
+from transformers import AutoTokenizer, PreTrainedTokenizer
 from trl import ModelConfig
 
 from ..configs import GRPOConfig, SFTConfig
 
-
 DEFAULT_CHAT_TEMPLATE = "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n'  + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}"
 
 
@@ -25,7 +25,7 @@ def get_tokenizer(
 
     return tokenizer
 
-import os
+
 
 
 def init_wandb_training(training_args):
@@ -35,4 +35,4 @@ def init_wandb_training(training_args):
     if training_args.wandb_entity is not None:
         os.environ["WANDB_ENTITY"] = training_args.wandb_entity
     if training_args.wandb_project is not None:
-        os.environ["WANDB_PROJECT"] = training_args.wandb_project
\ No newline at end of file
+        os.environ["WANDB_PROJECT"] = training_args.wandb_project
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..eba0e8b4
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,7456 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
+name = "absl-py"
+version = "2.1.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\""
+files = [
+    {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"},
+    {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"},
+]
+
+[[package]]
+name = "accelerate"
+version = "1.4.0"
+description = "Accelerate"
+optional = false
+python-versions = ">=3.9.0"
+groups = ["main"]
+markers = "python_version <= \"3.11\""
+files = [
+    {file = "accelerate-1.4.0-py3-none-any.whl", hash = "sha256:f6e1e7dfaf9d799a20a1dc45efbf4b1546163eac133faa5acd0d89177c896e55"},
+    {file = "accelerate-1.4.0.tar.gz", hash = "sha256:37d413e1b64cb8681ccd2908ae211cf73e13e6e636a2f598a96eccaa538773a5"},
+]
+
+[package.dependencies]
+huggingface-hub = ">=0.21.0"
+numpy = ">=1.17,<3.0.0"
+packaging = ">=20.0"
+psutil = "*"
+pyyaml = "*"
+safetensors = ">=0.4.3"
+torch = ">=2.0.0"
+
+[package.extras]
+deepspeed = ["deepspeed"]
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+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.0"
+
+[[package]]
+name = "zipp"
+version = "3.21.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\""
+files = [
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+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", "importlib-resources", "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 = ">=3.10, <3.12"
+content-hash = "681e288912f9be1d646338538eca24623b86b69249a28ddf5b61dbc41a28007f"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..15c56343
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,84 @@
+[tool.poetry]
+name = "openmanus-rl"
+version = "0.0.1"
+description = "RL framework for OpenManus"
+authors = ["OpenManus-RL team"]
+license = "Apache 2.0 License"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.10, <3.12"
+accelerate = "1.4.0"
+bitsandbytes = ">=0.43.0"
+datasets = ">=3.2.0"
+deepspeed = "0.15.4"
+distilabel = { version = ">=1.5.2", extras = ["vllm", "ray", "openai"] }
+e2b-code-interpreter = ">=1.0.5"
+einops = ">=0.8.0"
+hf_transfer = "*"
+huggingface-hub = { version = ">=0.19.2,<1.0", extras = ["cli"] }
+langdetect = "*"
+latex2sympy2_extended = ">=1.0.6"
+liger_kernel = "0.5.3"
+lighteval = { git = "https://github.com/huggingface/lighteval.git", rev = "ed084813e0bd12d82a06d9f913291fdbee774905" }
+math-verify = "0.5.2"
+packaging = ">=23.0"
+parameterized = ">=0.9.0"
+peft = ">=0.14.0"
+python-dotenv = "*"
+safetensors = ">=0.3.3"
+sentencepiece = ">=0.1.99"
+torch = "2.5.1"
+transformers = "4.49.0"
+vllm = "0.7.2"
+wandb = ">=0.19.1"
+trl = { git = "https://github.com/huggingface/trl.git", rev = "69ad852e5654a77f1695eb4c608906fe0c7e8624" }
+
+[tool.poetry.group.dev.dependencies]
+flake8 = ">=6.0.0"
+isort = ">=5.12.0"
+ruff = ">=0.9.0"
+
+[tool.poetry.group.test.dependencies]
+pytest = "*"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.mypy]
+ignore_missing_imports = true
+check_untyped_defs = true
+follow_imports = "normal"
+strict = true
+plugins = ["pydantic.mypy"]
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+python_files = "test_*.py"
+
+[tool.codespell]
+ignore-words-list = "dout, te, indicies, astroid"
+skip = ["data"]
+
+[tool.isort]
+profile = "black"
+use_parentheses = true
+skip_gitignore = true
+multi_line_output = 3
+include_trailing_comma = true
+force_grid_wrap = 0
+line_length = 88
+
+[tool.black]
+line-length = 88
+target-version = ['py37', 'py38', 'py39', 'py310']
+
+[tool.ruff]
+line-length = 88
+fix = true
+target-version = "py310"
+
+[tool.ruff.format]
+quote-style = "single"
+indent-style = "space"
diff --git a/scripts/.gitkeep b/scripts/.gitkeep
new file mode 100644
index 00000000..e69de29b