diff --git a/.woodpecker/README.md b/.woodpecker/README.md
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+++ b/.woodpecker/README.md
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+This folder contains scripts for testing in our own CI/CD platform based on Woodpecker CI, located in the USTC Knowledge Computing Laboratory. These scripts may contain many hard-coded absolute URLs, so they should not be used elsewhere.
diff --git a/.woodpecker/docker.yml b/.woodpecker/docker.yml
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+when:
+  - event: push
+  - event: pull_request
+
+variables:
+  - &docker_config
+    DOCKER_CACHE: /woodpecker/cache/docker
+  - &minio_config
+    MINIO_HOST: https://s3.kclab.cloud
+    MINIO_ACCESS_KEY:
+      from_secret: minio_access_key
+    MINIO_SECRET_KEY:
+      from_secret: minio_secret_key
+    MINIO_BUCKET: cache-53030
+
+clone:
+  git:
+    image: woodpeckerci/plugin-git:2.6
+    settings:
+      tags: true
+      partial: false
+
+steps:
+  - name: open cache
+    image: minio/mc:latest
+    environment:
+      <<: [*docker_config, *minio_config]
+    commands:
+      - mkdir --parents $${DOCKER_CACHE}
+      - touch $${DOCKER_CACHE}/.keep
+      - mc alias set minio $${MINIO_HOST} $${MINIO_ACCESS_KEY} $${MINIO_SECRET_KEY}
+      - mc cp --recursive minio/$${MINIO_BUCKET}/${CI_REPO}/docker/ $${DOCKER_CACHE}/
+    failure: ignore
+
+  - name: tagging
+    image: mcp/git:latest
+    commands:
+      - git describe --tags | tee .tag
+
+  - name: docker
+    image: woodpeckerci/plugin-docker-buildx:6-insecure
+    settings:
+      repo: git.kclab.cloud/hzhangxyz/qmb
+      username: hzhangxyz
+      password:
+        from_secret: gitea_package
+      registry: git.kclab.cloud
+      tags_file: .tag
+      cache-to: type=local,dest=/woodpecker/cache/docker
+      cache-from:
+        - type=local\\,src=/woodpecker/cache/docker
+      buildkit_config: |
+        [registry."docker.io"]
+        mirrors = ["https://docker.mirrors.kclab.cloud/"]
+      build_args:
+        PYPI_MIRROR: https://mirrors.ustc.edu.cn/pypi/simple
+
+  - name: save cache
+    image: minio/mc:latest
+    environment:
+      <<: [*docker_config, *minio_config]
+    commands:
+      - mc alias set minio $${MINIO_HOST} $${MINIO_ACCESS_KEY} $${MINIO_SECRET_KEY}
+      - mc cp --recursive $${DOCKER_CACHE}/ minio/$${MINIO_BUCKET}/${CI_REPO}/docker/
+    failure: ignore
diff --git a/.woodpecker/pre-commit.yml b/.woodpecker/pre-commit.yml
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+++ b/.woodpecker/pre-commit.yml
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+when:
+  - event: push
+  - event: pull_request
+
+variables:
+  - &pip_config
+    PIP_INDEX_URL: https://mirrors.ustc.edu.cn/pypi/simple
+  - &pre_commit_config
+    PRE_COMMIT_HOME: /woodpecker/cache/pre-commit
+  - &minio_config
+    MINIO_HOST: https://s3.kclab.cloud
+    MINIO_ACCESS_KEY:
+      from_secret: minio_access_key
+    MINIO_SECRET_KEY:
+      from_secret: minio_secret_key
+    MINIO_BUCKET: cache-53030
+
+steps:
+  - name: open cache
+    image: minio/mc:latest
+    environment:
+      <<: [*pre_commit_config, *minio_config]
+    commands:
+      - mkdir --parents $${PRE_COMMIT_HOME}
+      - touch $${PRE_COMMIT_HOME}/.keep
+      - mc alias set minio $${MINIO_HOST} $${MINIO_ACCESS_KEY} $${MINIO_SECRET_KEY}
+      - mc cp --recursive minio/$${MINIO_BUCKET}/${CI_REPO}/pre-commit/ $${PRE_COMMIT_HOME}/
+    failure: ignore
+
+  - name: pre-commit
+    image: python:3.12
+    environment:
+      <<: [*pre_commit_config, *pip_config]
+    commands:
+      - pip install pre-commit
+      - pip install '.[dev]'
+      - pre-commit run --all-files
+
+  - name: save cache
+    image: minio/mc:latest
+    environment:
+      <<: [*pre_commit_config, *minio_config]
+    commands:
+      - mc alias set minio $${MINIO_HOST} $${MINIO_ACCESS_KEY} $${MINIO_SECRET_KEY}
+      - mc cp --recursive $${PRE_COMMIT_HOME}/ minio/$${MINIO_BUCKET}/${CI_REPO}/pre-commit/
diff --git a/.woodpecker/wheels.yml b/.woodpecker/wheels.yml
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+++ b/.woodpecker/wheels.yml
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+when:
+  - event: push
+  - event: pull_request
+
+variables:
+  - &pip_config
+    PIP_INDEX_URL: https://mirrors.ustc.edu.cn/pypi/simple
+  - &repo_config
+    TWINE_REPOSITORY_URL: https://git.kclab.cloud/api/packages/hzhangxyz/pypi
+    TWINE_USERNAME: hzhangxyz
+    TWINE_PASSWORD:
+      from_secret: gitea_package
+
+clone:
+  git:
+    image: woodpeckerci/plugin-git:2.6
+    settings:
+      tags: true
+      partial: false
+
+steps:
+  - name: build
+    image: python:3.12
+    environment:
+      <<: *pip_config
+    commands:
+      - pip install pipx
+      - pipx run build
+
+  - name: upload
+    image: python:3.12
+    environment:
+      <<: [*pip_config, *repo_config]
+    commands:
+      - pip install pipx
+      - pipx run twine upload dist/* --verbose