diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
new file mode 100644
index 0000000..ee24b84
--- /dev/null
+++ b/.github/copilot-instructions.md
@@ -0,0 +1,131 @@
+# GitHub Copilot Instructions for AIMBAT
+
+## Code Style and Standards
+
+### PEP 8 Compliance
+
+- Follow [PEP 8](https://peps.python.org/pep-0008/) style guide for all Python code
+- Use 4 spaces for indentation (no tabs)
+- Maximum line length: 88 characters (Black default)
+- Use blank lines to separate functions and classes
+- Imports should be grouped: standard library, third-party, local
+
+### Code Formatting
+
+- All code must pass **Black** formatting
+  - Target Python versions: 3.12, 3.13, 3.14
+  - Line length: 88 characters
+  - Run `black .` before committing
+
+- All code must pass **Ruff** linting
+  - Configuration in `pyproject.toml`
+  - Run `ruff check .` before committing
+  - Fix issues with `ruff check --fix .`
+
+### Language
+
+- Use **British English** spelling in all:
+  - Comments
+  - Docstrings
+  - Variable names
+  - Documentation
+  - Error messages
+- Examples:
+  - `colour` not `color`
+  - `normalise` not `normalize`
+  - `initialise` not `initialize`
+  - `behaviour` not `behavior`
+  - `centre` not `center`
+
+### Documentation Style
+
+#### Docstrings
+
+- Use **Google Style** docstrings for all public functions, classes, and methods
+- Format:
+
+  ```python
+  def function_name(param1: type1, param2: type2) -> return_type:
+      """Brief one-line description.
+
+      Longer description if needed, explaining the purpose and behaviour
+      of the function in more detail.
+
+      Args:
+          param1: Description of param1.
+          param2: Description of param2.
+              Multi-line descriptions should be indented.
+
+      Returns:
+          Description of the return value.
+
+      Raises:
+          ErrorType: Description of when this error is raised.
+
+      Examples:
+          >>> function_name(value1, value2)
+          expected_output
+      """
+  ```
+
+#### Type Hints
+
+- Use type hints for all function parameters and return values
+- Use modern Python type syntax (Python 3.12+):
+  - `list[str]` not `List[str]`
+  - `dict[str, int]` not `Dict[str, int]`
+  - `type1 | type2` not `Union[type1, type2]`
+  - `type | None` not `Optional[type]`
+
+### Testing
+
+- Write tests for all new functionality
+- Use pytest framework
+- Tests should be in the `tests/` directory
+- Use descriptive test names: `test_function_does_expected_behaviour`
+- Try to mirror the directory structure of `src/aimbat/` in `tests/`
+
+### Commit Messages
+
+- Use clear, descriptive commit messages
+- Follow conventional commits format when appropriate
+- Use British English spelling
+
+## Review Priorities
+
+- Take the above Code Style and Standards into account when reviewing pull requests
+- Suggest improvements to code style, efficiency, documentation, and testing
+- Suggest improvements to variable names, function names, and overall code readability
+- Suggest newer syntax features where appropriate
+- Check spelling
+- Check if docstrings in existing code follow Google style and suggest improvements if needed
+
+## Project-Specific Guidelines
+
+### Seismology Domain
+
+- Follow seismological conventions for variable names
+- Use proper units and document them
+- Maintain scientific accuracy in all calculations
+
+### Dependencies
+
+- Minimum Python version: 3.12
+- Core dependencies: pysmo, sqlmodel, numpy, scipy, matplotlib
+- Keep dependencies up to date
+
+### File Organisation
+
+- Source code in `src/aimbat/`
+- Tests in `tests/`
+- Documentation in `docs/`
+- Use appropriate module structure
+
+## Before Committing
+
+1. Run `black .` to format code
+2. Run `ruff check --fix .` to check and fix linting issues
+3. Run tests with `pytest`
+4. Verify type hints with `mypy`
+5. Check British English spelling
+6. Ensure docstrings follow Google style
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 0517e8a..0385cc1 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -8,12 +8,10 @@ on:
       - master
     types:
       - completed
-  push:
-    tags:
-      - "v?[0-9]+.[0-9]+.[0-9]+-?*"
 
 jobs:
   build:
+    if: ${{ github.event.workflow_run.conclusion == 'success' }}
     runs-on: ubuntu-latest
     strategy:
       matrix:
@@ -35,31 +33,3 @@ jobs:
       - name: Build sdist and wheel
         run: |
           uv build
-      - name: Upload build artifacts
-        if: ${{ matrix.python-version == '3.14' && github.event.workflow_run.conclusion == 'success'}}
-        uses: actions/upload-artifact@v4
-        with:
-          name: packages
-          path: dist
-
-  publish:
-    needs: build
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Download build artifacts
-        uses: actions/download-artifact@v4
-        with:
-          name: packages
-          path: dist
-      - name: Publish distribution 📦 to Test PyPI
-        if: startsWith(github.ref, 'refs/tags')
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
-          repository_url: https://test.pypi.org/legacy/
-      - name: Publish distribution 📦 to PyPI
-        if: startsWith(github.ref, 'refs/tags')
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..53fc0ea
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,127 @@
+name: release
+
+on:
+  push:
+    tags:
+      - "v[0-9]+.[0-9]+.[0-9]+"
+      - "v[0-9]+.[0-9]+.[0-9]+rc[0-9]+"
+      - "v[0-9]+.[0-9]+.[0-9]+.dev[0-9]+"
+
+jobs:
+  build:
+    permissions:
+      contents: read
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+          python-version: "3.14"
+      - name: Build sdist and wheel
+        run: uv build
+      - name: Upload build artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: packages
+          path: dist
+
+  publish-testpypi:
+    needs: build
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    environment:
+      name: testpypi
+      url: https://test.pypi.org/p/aimbat
+    steps:
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: packages
+          path: dist
+      - name: Publish to Test PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/
+
+  publish-pypi:
+    needs: publish-testpypi
+    # Only publish to PyPI if it's NOT a dev release
+    if: startsWith(github.ref, 'refs/tags/v') && !contains(github.ref, '.dev')
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    environment:
+      name: pypi
+      url: https://pypi.org/p/aimbat
+    steps:
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: packages
+          path: dist
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+
+  github-release:
+    needs: build
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          token: ${{ secrets.RELEASE_TOKEN }}
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          enable-cache: true
+      - name: Determine pre-release status
+        id: prerelease
+        run: |
+          VERSION=$(uvx --with hatch-vcs hatch version)
+          echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+          if [[ "$VERSION" =~ (a|b|rc|dev) ]]; then
+            echo "is_prerelease=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "is_prerelease=false" >> "$GITHUB_OUTPUT"
+          fi
+      - name: Generate release notes
+        uses: orhun/git-cliff-action@v4
+        with:
+          config: cliff.toml
+          args: --latest --strip header
+        env:
+          OUTPUT: RELEASE_NOTES.md
+      - name: Update CHANGELOG.md
+        if: steps.prerelease.outputs.is_prerelease == 'false'
+        uses: orhun/git-cliff-action@v4
+        with:
+          config: cliff.toml
+          args: --tag ${{ github.ref_name }}
+        env:
+          OUTPUT: CHANGELOG.md
+      - name: Commit CHANGELOG.md
+        if: steps.prerelease.outputs.is_prerelease == 'false'
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git add CHANGELOG.md
+          git commit -m "docs: update CHANGELOG.md for ${{ github.ref_name }}"
+          git push origin HEAD:master
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: packages
+          path: dist
+      - name: Create GitHub release
+        uses: softprops/action-gh-release@v2
+        with:
+          body_path: RELEASE_NOTES.md
+          prerelease: ${{ steps.prerelease.outputs.is_prerelease }}
+          files: dist/*
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 069a2e2..eadf278 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,10 @@ All notable changes to the **AIMBAT** project will be documented in this file.
 
 - Artifact@v4
 
+### 🎨 Styling
+
+- Switch to formatting with black
+
 ### 🐛 Bug Fixes
 
 - Fix type hint
@@ -25,6 +29,15 @@ All notable changes to the **AIMBAT** project will be documented in this file.
 - Add CNAME file
 - Installation instructions using uv ([#190](https://github.com/pysmo/aimbat/issues/190))
 - Add asciinema
+- Switch to zensical
+
+### 📦 Miscellaneous
+
+- Ignore black commit in git blame
+- Add py312 to matrix
+- Switch to uv
+- Rename some commands to group them a bit better
+- Update to new pysmo names
 
 ### 🔍 Other Changes
 
@@ -36,316 +49,37 @@ All notable changes to the **AIMBAT** project will be documented in this file.
 - Don't fail-fast (i.e. continue checks for other python versions)
 - Add command to download sample data
 - Use descriptors for defaults
-- Merge pull request #109 from pysmo/descriptor-defaults
-
-Use descriptors for defaults
 - Cleanup aimbat defaults class
-- Merge branch 'aimbat_V2'
 - Add checkdata command
-- Merge branch 'checkdata'
 - Rename package from pysmo.aimbat to aimbat ([#129](https://github.com/pysmo/aimbat/issues/129))
-
-* rename package from pysmo.aimbat to aimbat
-* add tox
-* add workflows
-* update deps
-* Add docs packages to pyproject
 - Setup docs structure ([#130](https://github.com/pysmo/aimbat/issues/130))
-
-* Setup docs structure
 - Cleanup defaults script
-- Merge pull request #131 from pysmo/defaults
-
-cleanup defaults script
 - Add cli for project
-- Merge pull request #132 from pysmo/cli-project
-
-add cli for project
 - Switch to using sqlmodel to save project metadata.
-- Merge pull request #133 from pysmo/project-defaults
-
-Switch to using sqlmodel to save project metadata.
 - Add devcontainer config
 - Add .tox and nohup.out to gitignore
 - Add autodoc to docs ([#134](https://github.com/pysmo/aimbat/issues/134))
-
-* Add autodoc to docs
-
-* Dont lint docs foler with flake8
-- Merge "command" files into "lib" files.
-- Merge pull request #135 from pysmo/move-commands-into-lib
-
-Merge "command" files into "lib" files.
 - Update Readme
 - Fix text alignment
 - Add accent colour to theme and add watch directory to make live-docs
-- Add id column to default table
-- Merge pull request #136 from pysmo/defaults-table
-
-refactor: add id column to default table
-- Merge pull request #137 from pysmo/docs-flowchart
-
-docs: add AIMBAT workflow
-- Merge pull request #139 from pysmo/checkdata
-
-feat: initial checks in checkdata lib
-- Switch to formatting with black
-- Ignore black commit in git blame
-- Merge pull request #140 from pysmo/black
-
-Introduce Black formatting to project
-- Bump urllib3 from 2.0.4 to 2.0.7
-
-Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.0.4 to 2.0.7.
-- [Release notes](https://github.com/urllib3/urllib3/releases)
-- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
-- [Commits](https://github.com/urllib3/urllib3/compare/2.0.4...2.0.7)
-
----
-updated-dependencies:
-- dependency-name: urllib3
-  dependency-type: indirect
-...
-
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #143 from pysmo/dependabot/pip/urllib3-2.0.7
-
-Bump urllib3 from 2.0.4 to 2.0.7
-- Bump pillow from 10.0.0 to 10.0.1
-
-Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.0.0 to 10.0.1.
-- [Release notes](https://github.com/python-pillow/Pillow/releases)
-- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
-- [Commits](https://github.com/python-pillow/Pillow/compare/10.0.0...10.0.1)
-
----
-updated-dependencies:
-- dependency-name: pillow
-  dependency-type: indirect
-...
-
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #142 from pysmo/dependabot/pip/pillow-10.0.1
-
-Bump pillow from 10.0.0 to 10.0.1
-- Add py312 to matrix
-- Merge pull request #144 from pysmo/py312
-
-chore: add py312 to matrix
-- Merge pull request #149 from pysmo/add-data
-
-feat: add add-data to project
-- Bump actions/setup-python from 4 to 5
-
-Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 5.
-- [Release notes](https://github.com/actions/setup-python/releases)
-- [Commits](https://github.com/actions/setup-python/compare/v4...v5)
-
----
-updated-dependencies:
-- dependency-name: actions/setup-python
-  dependency-type: direct:production
-  update-type: version-update:semver-major
-...
-
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #150 from pysmo/dependabot/github_actions/actions/setup-python-5
-
-Bump actions/setup-python from 4 to 5
-- Bump codecov/codecov-action from 3 to 4
-
-Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 3 to 4.
-- [Release notes](https://github.com/codecov/codecov-action/releases)
-- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)
-- [Commits](https://github.com/codecov/codecov-action/compare/v3...v4)
-
----
-updated-dependencies:
-- dependency-name: codecov/codecov-action
-  dependency-type: direct:production
-  update-type: version-update:semver-major
-...
-
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #151 from pysmo/dependabot/github_actions/codecov/codecov-action-4
-
-Bump codecov/codecov-action from 3 to 4
-- Bump actions/checkout from 3 to 4
-
-Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to 4.
-- [Release notes](https://github.com/actions/checkout/releases)
-- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
-- [Commits](https://github.com/actions/checkout/compare/v3...v4)
-
----
-updated-dependencies:
-- dependency-name: actions/checkout
-  dependency-type: direct:production
-  update-type: version-update:semver-major
-...
-
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #153 from pysmo/dependabot/github_actions/actions/checkout-4
-
-Bump actions/checkout from 3 to 4
-- Merge pull request #155 from pysmo/fix-artifactsV4
-
-ci: artifact@v4
-- Merge pull request #156 from pysmo/data-list
-
-feat: list data
-- Merge pull request #159 from pysmo/parameter-tables
-
-feat: add parameters to data
-- Merge pull request #162 from pysmo/snapshots
-
-feat: add parameter snapshots
-- Merge pull request #163 from pysmo/docs-data
-
-docs: update data section
-- Merge pull request #164 from pysmo/utils-plotseis
-
-feat: add plotseis
-- Merge pull request #166 from pysmo/icecream
-
-feat: add icecream to print debug information
-- Merge pull request #169 from pysmo/event-select
-
-feat: add event select function and cli command
-- Bump codecov/codecov-action from 4 to 5
-
-Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 4 to 5.
-- [Release notes](https://github.com/codecov/codecov-action/releases)
-- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)
-- [Commits](https://github.com/codecov/codecov-action/compare/v4...v5)
-
----
-updated-dependencies:
-- dependency-name: codecov/codecov-action
-  dependency-type: direct:production
-  update-type: version-update:semver-major
-...
+- Add logging ([#189](https://github.com/pysmo/aimbat/issues/189))
 
-Signed-off-by: dependabot[bot] <support@github.com>
-- Merge pull request #167 from pysmo/dependabot/github_actions/codecov/codecov-action-5
+### 🔧 Refactoring
 
-Bump codecov/codecov-action from 4 to 5
+- Add id column to default table
 - Split lib and cli files to speed up cli ([#170](https://github.com/pysmo/aimbat/issues/170))
-- Merge pull request #173 from pysmo/feat-filter-tables
-
-feat: print table data for active events by default
-- Merge pull request #174 from pysmo/feat-rollback
-
-feat: add snapshot rollback
 - Move AimbatDefaults class to other models and rename some things.
-- Merge pull request #175 from pysmo/move-defaults
-
-refactor: move AimbatDefaults class to other models and rename some t…
 - Save active event in a single row table
-- Merge pull request #176 from pysmo/active-event-table
-
-refactor: save active event in a single row table
-- Add test data for 3 events instead of just a single sac file
-- Merge pull request #177 from pysmo/test-data
-
-test: add test data for 3 events instead of just a single sac file
 - Move defaults directly to model instead of the yaml nonsense
-- Merge pull request #178 from pysmo/simplify-defaults
-
-refactor: move defaults directly to model instead of the yaml nonsense
-- Merge pull request #179 from pysmo/more-enums
-
-feat: add enum types for Event and Seismogram parameters
-- Switch to uv
-- Merge pull request #186 from pysmo/switch-to-uv
-
-chore: switch to uv
-- Merge pull request #187 from pysmo/plot-cmd
-
-feat: add plot command group
-- Merge pull request #188 from pysmo/iccs-tw-pick
-
-feat: add time window picker
-- Add logging ([#189](https://github.com/pysmo/aimbat/issues/189))
-
-* feat: Add logging
-
-* format tutorial
-
-* add logging to checkdata
-
-* remove unused import
-- Rename some commands to group them a bit better
-- Merge pull request #191 from pysmo/rename-commands
-
-refactor: rename some commands to group them a bit better
 - Use more classes for tests ([#192](https://github.com/pysmo/aimbat/issues/192))
 - Rely on pydantic for validation instead of doing it manually ([#193](https://github.com/pysmo/aimbat/issues/193))
-- Merge pull request #194 from pysmo/iccs-select-ccnorm
-
-feat: add iccs ccnorm selector
-- Update to new pysmo names
-- Merge pull request #195 from pysmo/iccs-select-ccnorm
-
-chore: update to new pysmo names
-- Merge pull request #196 from pysmo/active-event-db-trigger
-
-feat: use a trigger to ensure only one event can be active
 - Use uuid as datbase id instead of int
-- Merge pull request #197 from pysmo/uuid-keys
-
-refactor: use uuid as datbase id instead of int
-- Merge pull request #198 from pysmo/update-iccs-options
-
-feat: update cli and lib to use new iccs options
 - Use window_pre and window_post as defaults instead of the whole timewindow
-- Merge pull request #199 from pysmo/window-defaults
-
-refactor: use window_pre and window_post as defaults instead of the w…
-- Merge pull request #200 from pysmo/fix-uuid-when-none-available
-
-fix: listing snapshots when there were non causes error
-- Merge pull request #201 from pysmo/feat-delete-items
-
-feat: add ability to delete seismograms, events, and stations from pr…
 - Better relationships between tables
-- Merge pull request #202 from pysmo/reverse-data-dep
-
-refactor: better relationships between tables
 - Use env vars for defaults
-- Merge pull request #203 from pysmo/dotenv
-
-refactor: use env vars for defaults
-- Merge pull request #204 from pysmo/pydantic-settings
-
-feat: use pydantic-settings
 - Single uuid function for all classes
-- Merge pull request #205 from pysmo/single-uuid-func
-
-refactor: single uuid function for all classes
 - Make data reading more modular
-- Merge pull request #206 from pysmo/datasource
-
-refactor: make data reading more modular
-- Merge pull request #207 from pysmo/feat-dump
-
-feat: add dump option to main tables
-- Merge pull request #208 from pysmo/short-exceptions
-
-feat: add simple errors to cli
-- Merge pull request #209 from pysmo/asciinema
-
-docs: add asciinema
-- Merge pull request #210 from pysmo/station-loc-channel
-
-feat: use channel and location in station table
-- Merge pull request #211 from pysmo/feat-use-pysmo-iccs-defaults
-
-feat: use pysmo defaults for ICCS
 - Move aimbat source to src directory
-- Merge pull request #212 from pysmo/mv-src
-
-refactor: move aimbat source to src directory
 
 ### 🚀 New Features
 
@@ -374,4 +108,9 @@ refactor: move aimbat source to src directory
 - Add simple errors to cli
 - Use channel and location in station table
 - Use pysmo defaults for ICCS
+- Add bandpass filtering ([#214](https://github.com/pysmo/aimbat/issues/214))
+
+### 🧪 Testing
+
+- Add test data for 3 events instead of just a single sac file
 
diff --git a/cliff.toml b/cliff.toml
index 80cf50c..d653a89 100644
--- a/cliff.toml
+++ b/cliff.toml
@@ -10,7 +10,11 @@ All notable changes to the **AIMBAT** project will be documented in this file.
 
 body = """
 {% if version %}\
-    ## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
+    {% if previous.version %}\
+        ## [{{ version | trim_start_matches(pat="v") }}](https://github.com/pysmo/aimbat/compare/{{ previous.version }}...{{ version }}) - {{ timestamp | date(format="%Y-%m-%d") }}
+    {% else %}\
+        ## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
+    {% endif %}\
 {% else %}\
     ## [Unreleased]
 {% endif %}\
@@ -19,7 +23,7 @@ body = """
     {% for commit in commits %}
         - {% if commit.scope %}**({{ commit.scope }})** {% endif %}\
             {% if commit.breaking %}[**breaking**] {% endif %}\
-            {{ commit.message | upper_first }}\
+            {{ commit.message | split(pat="\n") | first | upper_first }}\
     {% endfor %}
 {% endfor %}\n
 """
@@ -38,10 +42,18 @@ commit_preprocessors = [
 
 # The categorization logic
 commit_parsers = [
+    { message = "^.*\\(deps(-dev)?\\).*", skip = true },
+    { message = "^Merge", skip = true },
+    { message = "Signed-off-by: dependabot\\[bot\\]", skip = true },
+    { message = "Potential fix for code scanning alert", skip = true },
     { message = "^feat", group = "🚀 New Features" },
     { message = "^fix", group = "🐛 Bug Fixes" },
     { message = "^perf", group = "⚡ Performance Improvements" },
     { message = "^docs", group = "📚 Documentation" },
+    { message = "^refactor", group = "🔧 Refactoring" },
+    { message = "^test", group = "🧪 Testing" },
+    { message = "^style", group = "🎨 Styling" },
+    { message = "^chore", group = "📦 Miscellaneous" },
     { message = "^ci|^build", group = "⚙️ DevOps & Infrastructure" },
     { message = ".*uv.lock", group = "⚙️ DevOps & Infrastructure" },
     { message = ".*", group = "🔍 Other Changes" },
diff --git a/pyproject.toml b/pyproject.toml
index 8c106ba..316d49b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "aimbat"
-version = "2.0.0-dev0"
+dynamic = ["version"]
 description = "AIMBAT: Automated and Interactive Measurement of Body-wave Arrival Times."
 authors = [
     { name = "Xiaoting Lou", email = "xlou@u.northwestern.edu" },
@@ -64,18 +64,14 @@ default-groups = [
 [tool.uv.sources]
 pysmo = { git = "https://github.com/pysmo/pysmo", rev = "master" }
 
-[tool.hatch.build.targets.sdist]
-exclude = [
-    "tests",
-    "docs",
-]
-
+[tool.hatch.version]
+source = "vcs"
 
 [tool.hatch.build.targets.wheel]
 packages = ["src/aimbat"]
 
 [build-system]
-requires = ["hatchling"]
+requires = ["hatchling", "hatch-vcs"]
 build-backend = "hatchling.build"
 
 [tool.pytest.ini_options]
diff --git a/src/aimbat/cli/data.py b/src/aimbat/cli/data.py
index f885fb4..2fe4643 100644
--- a/src/aimbat/cli/data.py
+++ b/src/aimbat/cli/data.py
@@ -57,7 +57,7 @@ def cli_data_add(
 ) -> None:
     """Add or update data files in the AIMBAT project.
 
-    Parameters:
+    Args:
         seismogram_files: Seismogram files to be added.
         filetype: Specify type of seismogram file.
         show_progress_bar: Display progress bar.
@@ -77,7 +77,7 @@ def cli_data_list(
 ) -> None:
     """Print information on the data stored in AIMBAT.
 
-    Parameters:
+    Args:
         all_events: Select data for all events.
     """
 
diff --git a/src/aimbat/cli/event.py b/src/aimbat/cli/event.py
index fbdbd68..c7c5e52 100644
--- a/src/aimbat/cli/event.py
+++ b/src/aimbat/cli/event.py
@@ -97,7 +97,7 @@ def cli_event_delete(
 ) -> None:
     """Delete existing event.
 
-    Parameters:
+    Args:
         event_id: Event ID.
     """
 
@@ -130,7 +130,7 @@ def cli_event_activate(
 ) -> None:
     """Select the event to be active for Processing.
 
-    Parameters:
+    Args:
         event_id: Event ID number.
     """
 
@@ -147,7 +147,7 @@ def cli_event_parameter_get(
 ) -> None:
     """Get parameter value for the active event.
 
-    Parameters:
+    Args:
         name: Event parameter name.
     """
 
@@ -165,7 +165,7 @@ def cli_event_parameter_set(
 ) -> None:
     """Set parameter value for the active event.
 
-    Parameters:
+    Args:
         name: Event parameter name.
         value: Event parameter value.
     """
diff --git a/src/aimbat/cli/iccs.py b/src/aimbat/cli/iccs.py
index 5225262..ce02d9b 100644
--- a/src/aimbat/cli/iccs.py
+++ b/src/aimbat/cli/iccs.py
@@ -104,7 +104,7 @@ def cli_iccs_run(
 ) -> None:
     """Run the ICCS algorithm.
 
-    Parameters:
+    Args:
         autoflip: Whether to automatically flip seismograms (multiply data by -1).
         autoselect: Whether to automatically de-select seismograms.
     """
@@ -151,7 +151,7 @@ def cli_iccs_update_pick(
 ) -> None:
     """Pick a new arrival time.
 
-    Parameters:
+    Args:
         use_seismogram_image: Use the seismogram image to update pick.
     """
 
@@ -174,7 +174,7 @@ def cli_iccs_update_timewindow(
 ) -> None:
     """Pick a new time window.
 
-    Parameters:
+    Args:
         use_seismogram_image: Use the seismogram image to pick the time window.
     """
 
diff --git a/src/aimbat/cli/seismogram.py b/src/aimbat/cli/seismogram.py
index d8c3f4e..8989952 100644
--- a/src/aimbat/cli/seismogram.py
+++ b/src/aimbat/cli/seismogram.py
@@ -94,7 +94,7 @@ def cli_seismogram_delete(
 ) -> None:
     """Delete existing seismogram.
 
-    Parameters:
+    Args:
         seismogram_id: Seismogram ID.
     """
 
@@ -114,7 +114,7 @@ def cli_seismogram_get(
 ) -> None:
     """Get the value of a processing parameter.
 
-    Parameters:
+    Args:
         seismogram_id: Seismogram ID number.
         name: Name of the seismogram parameter.
     """
@@ -137,7 +137,7 @@ def cli_seismogram_set(
 ) -> None:
     """Set value of a processing parameter.
 
-    Parameters:
+    Args:
         seismogram_id: Seismogram ID number.
         name: Name of the seismogram parameter.
         value: Value of the seismogram parameter.
@@ -161,7 +161,7 @@ def cli_seismogram_list(
 ) -> None:
     """Print information on the seismograms in the active event.
 
-    Parameters:
+    Args:
         all_events: Select seismograms for all events."""
 
     table_parameters = table_parameters or TableParameters()
diff --git a/src/aimbat/cli/snapshot.py b/src/aimbat/cli/snapshot.py
index 325bb61..b8b4142 100644
--- a/src/aimbat/cli/snapshot.py
+++ b/src/aimbat/cli/snapshot.py
@@ -60,7 +60,7 @@ def cli_snapshot_create(
 ) -> None:
     """Create new snapshot.
 
-    Parameters:
+    Args:
         comment: Create snapshot with optional comment.
     """
 
@@ -77,7 +77,7 @@ def cli_snapshot_rollback(
 ) -> None:
     """Rollback to snapshot.
 
-    Parameters:
+    Args:
         snapshot_id: Snapshot ID Number.
     """
 
@@ -94,7 +94,7 @@ def cli_snapshop_delete(
 ) -> None:
     """Delete existing snapshot.
 
-    Parameters:
+    Args:
         snapshot_id: Snapshot ID Number.
     """
 
@@ -112,7 +112,7 @@ def cli_snapshot_list(
 ) -> None:
     """Print information on the snapshots for the active event.
 
-    Parameters:
+    Args:
         all_events: Select snapshots for all events.
     """
 
diff --git a/src/aimbat/cli/station.py b/src/aimbat/cli/station.py
index f326ee3..9124211 100644
--- a/src/aimbat/cli/station.py
+++ b/src/aimbat/cli/station.py
@@ -47,7 +47,7 @@ def cli_station_delete(
 ) -> None:
     """Delete existing station.
 
-    Parameters:
+    Args:
         station_id: Station ID.
     """
 
@@ -65,7 +65,7 @@ def cli_station_list(
 ) -> None:
     """Print information on the stations used in the active event.
 
-    Parameters:
+    Args:
         all_events: Select stations for all events.
     """
 
diff --git a/src/aimbat/cli/utils/app.py b/src/aimbat/cli/utils/app.py
index 5e2aac8..5bfa17f 100644
--- a/src/aimbat/cli/utils/app.py
+++ b/src/aimbat/cli/utils/app.py
@@ -31,7 +31,7 @@ def cli_checkdata(
 ) -> None:
     """Check if there are any problems with SAC files before adding them to a project.
 
-    Parameters:
+    Args:
         sacfiles: One or more SAC files.
     """
 
diff --git a/src/aimbat/cli/utils/sampledata.py b/src/aimbat/cli/utils/sampledata.py
index c05fd41..ead5aa8 100644
--- a/src/aimbat/cli/utils/sampledata.py
+++ b/src/aimbat/cli/utils/sampledata.py
@@ -38,7 +38,7 @@ def sampledata_cli_download(
     Downloads an example dataset to the directory specified in the
     `sampledata_dir` AIMBAT default variable.
 
-    Parameters:
+    Args:
         force: Delete the download directory and re-download."
     """
 
diff --git a/src/aimbat/config.py b/src/aimbat/config.py
index 97d68f2..0f43c02 100644
--- a/src/aimbat/config.py
+++ b/src/aimbat/config.py
@@ -158,7 +158,7 @@ def cli_settings_list(
     They can be changed using environment variables of the same name, or by
     adding a `.env` file to the current working directory.
 
-    Parameters:
+    Args:
         pretty: Print the table in a pretty format.
     """
     print_settings_table(pretty)
diff --git a/src/aimbat/lib/common.py b/src/aimbat/lib/common.py
index 21d3a27..92d16a1 100644
--- a/src/aimbat/lib/common.py
+++ b/src/aimbat/lib/common.py
@@ -41,7 +41,7 @@ def string_to_uuid(
 ) -> UUID:
     """Determine a UUID from a string containing the first few characters.
 
-    Parameters:
+    Args:
         session: Database session.
         id: Input string to find UUID for.
         aimbat_class: Aimbat class to use to find UUID.
diff --git a/src/aimbat/lib/data.py b/src/aimbat/lib/data.py
index bcfc302..7c5622e 100644
--- a/src/aimbat/lib/data.py
+++ b/src/aimbat/lib/data.py
@@ -107,7 +107,7 @@ def add_files_to_project(
 ) -> None:
     """Add files to the AIMBAT database.
 
-    Parameters:
+    Args:
         datasources: List of data sources to add.
         datatype: Type of data.
         disable_progress_bar: Do not display progress bar.
@@ -156,7 +156,7 @@ def add_files_to_project(
 def get_data_for_active_event(session: Session) -> Sequence[AimbatDataSource]:
     """Returns the AimbatFiles belonging to the active event.
 
-    Parameters:
+    Args:
         session: Database session.
 
     Returns:
@@ -177,7 +177,7 @@ def get_data_for_active_event(session: Session) -> Sequence[AimbatDataSource]:
 def print_data_table(short: bool, all_events: bool = False) -> None:
     """Print a pretty table with AIMBAT data.
 
-    Parameters:
+    Args:
         short: Shorten UUIDs and format data.
         all_events: Print all files instead of limiting to the active event.
     """
diff --git a/src/aimbat/lib/event.py b/src/aimbat/lib/event.py
index ff5ccb4..6bc6520 100644
--- a/src/aimbat/lib/event.py
+++ b/src/aimbat/lib/event.py
@@ -31,7 +31,7 @@
 def delete_event_by_id(session: Session, event_id: UUID) -> None:
     """Delete an AimbatEvent from the database by ID.
 
-    Parameters:
+    Args:
         session: Database session.
         event_id: Event ID.
 
@@ -52,7 +52,7 @@ def delete_event_by_id(session: Session, event_id: UUID) -> None:
 def delete_event(session: Session, event: AimbatEvent) -> None:
     """Delete an AimbatEvent from the database.
 
-    Parameters:
+    Args:
         session: Database session.
         event: Event to delete.
     """
@@ -67,7 +67,7 @@ def get_active_event(session: Session) -> AimbatEvent:
     """
     Return the currently active event (i.e. the one being processed).
 
-    Parameters:
+    Args:
         session: SQL session.
 
     Returns:
@@ -98,7 +98,7 @@ def set_active_event_by_id(session: Session, event_id: UUID) -> None:
     """
     Set the currently selected event (i.e. the one being processed) by its ID.
 
-    Parameters:
+    Args:
         session: SQL session.
         event_id: ID of AIMBAT Event to set as active one.
 
@@ -122,7 +122,7 @@ def set_active_event(session: Session, event: AimbatEvent) -> None:
     """
     Set the active event (i.e. the one being processed).
 
-    Parameters:
+    Args:
         session: SQL session.
         event: AIMBAT Event to set as active.
     """
@@ -137,7 +137,7 @@ def set_active_event(session: Session, event: AimbatEvent) -> None:
 def get_completed_events(session: Session) -> Sequence[AimbatEvent]:
     """Get the events marked as completed.
 
-    Parameters:
+    Args:
         session: SQL session.
     """
 
@@ -155,7 +155,7 @@ def get_events_using_station(
 ) -> Sequence[AimbatEvent]:
     """Get all events that use a particular station.
 
-    Parameters:
+    Args:
         session: Database session.
         station: Station to return events for.
 
@@ -203,7 +203,7 @@ def get_event_parameter(
 ) -> timedelta | bool | float:
     """Get event parameter value for the active event.
 
-    Parameters:
+    Args:
         session: Database session.
         name: Name of the parameter.
     """
@@ -244,7 +244,7 @@ def set_event_parameter(
 ) -> None:
     """Set event parameter value for the active event.
 
-    Parameters:
+    Args:
         session: Database session.
         name: Name of the parameter.
         value: Value to set.
@@ -265,7 +265,7 @@ def set_event_parameter(
 def print_event_table(short: bool = True) -> None:
     """Print a pretty table with AIMBAT events.
 
-    Parameters:
+    Args:
         short: Shorten and format the output to be more human-readable.
     """
 
diff --git a/src/aimbat/lib/iccs.py b/src/aimbat/lib/iccs.py
index 5042355..3e875bc 100644
--- a/src/aimbat/lib/iccs.py
+++ b/src/aimbat/lib/iccs.py
@@ -17,7 +17,7 @@
 def create_iccs_instance(session: Session) -> ICCS:
     """Create an ICCS instance for the active event.
 
-    Parameters:
+    Args:
         session: Database session.
 
     Returns:
@@ -43,7 +43,7 @@ def create_iccs_instance(session: Session) -> ICCS:
 def run_iccs(session: Session, iccs: ICCS, autoflip: bool, autoselect: bool) -> None:
     """Run ICCS algorithm.
 
-    Parameters:
+    Args:
         session: Database session.
         iccs: ICCS instance.
         autoflip: Whether to automatically flip seismograms.
@@ -60,7 +60,7 @@ def run_iccs(session: Session, iccs: ICCS, autoflip: bool, autoselect: bool) ->
 def plot_stack(iccs: ICCS, context: bool, all: bool) -> None:
     """Plot the ICCS stack.
 
-    Parameters:
+    Args:
         iccs: ICCS instance.
         context: Whether to use seismograms with extra context.
         all: Whether to plot all seismograms.
@@ -73,7 +73,7 @@ def plot_stack(iccs: ICCS, context: bool, all: bool) -> None:
 def plot_seismograms(iccs: ICCS, context: bool, all: bool) -> None:
     """Plot the ICCS seismograms as an image.
 
-    Parameters:
+    Args:
         iccs: ICCS instance.
         context: Whether to use seismograms with extra context.
         all: Whether to plot all seismograms.
@@ -89,7 +89,7 @@ def update_pick(
 ) -> None:
     """Update the pick for the active event.
 
-    Parameters:
+    Args:
         iccs: ICCS instance.
         context: Whether to use seismograms with extra context.
         all: Whether to plot all seismograms.
@@ -107,7 +107,7 @@ def update_timewindow(
 ) -> None:
     """Update the time window for the active event.
 
-    Parameters:
+    Args:
         iccs: ICCS instance.
         context: Whether to use seismograms with extra context.
         all: Whether to plot all seismograms.
@@ -129,7 +129,7 @@ def update_timewindow(
 def update_min_ccnorm(session: Session, iccs: ICCS, context: bool, all: bool) -> None:
     """Update the minimum cross correlation coefficient for the active event.
 
-    Parameters:
+    Args:
         iccs: ICCS instance.
         context: Whether to use seismograms with extra context.
         all: Whether to plot all seismograms.
diff --git a/src/aimbat/lib/io/_io.py b/src/aimbat/lib/io/_io.py
index 81b5dbf..8e863b2 100644
--- a/src/aimbat/lib/io/_io.py
+++ b/src/aimbat/lib/io/_io.py
@@ -31,7 +31,7 @@ class DataType(StrEnum):
 def create_station(datasource: str | PathLike, datatype: DataType) -> AimbatStation:
     """Read station data from a data source and create an AimbatStation.
 
-    Parameters:
+    Args:
         datasource: Name of the data source.
         datatype: AIMBAT compatible datatype.
 
@@ -55,7 +55,7 @@ def create_station(datasource: str | PathLike, datatype: DataType) -> AimbatStat
 def create_event(datasource: str | PathLike, datatype: DataType) -> AimbatEvent:
     """Read event data from a data source and create an AimbatEvent.
 
-    Parameters:
+    Args:
         datasource: Name of the data source.
         datatype: AIMBAT compatible datatype.
 
@@ -81,7 +81,7 @@ def create_seismogram(
 ) -> AimbatSeismogram:
     """Read seismogram data from a data source and create an AimbatSeismogram.
 
-    Parameters:
+    Args:
         datasource: Name of the data source.
         datatype: AIMBAT compatible datatype.
 
@@ -107,7 +107,7 @@ def read_seismogram_data(
 ) -> npt.NDArray[np.float64]:
     """Read seismogram data from a data source.
 
-    Parameters:
+    Args:
         datasource: Name of the data source.
         datatype: AIMBAT compatible filetype.
 
@@ -133,7 +133,7 @@ def write_seismogram_data(
 ) -> None:
     """Write seismogram data to a data source.
 
-    Parameters:
+    Args:
         datasource: Name of the data source.
         datatype: AIMBAT compatible filetype.
         data: Seismogram data
diff --git a/src/aimbat/lib/io/_sac.py b/src/aimbat/lib/io/_sac.py
index 9fcd836..2cd29c9 100644
--- a/src/aimbat/lib/io/_sac.py
+++ b/src/aimbat/lib/io/_sac.py
@@ -17,7 +17,7 @@ def read_seismogram_data_from_sacfile(
 ) -> npt.NDArray[np.float64]:
     """Read seismogram data from a SAC file.
 
-    Parameters:
+    Args:
         sacfile: Name of the SAC file.
 
     Returns:
@@ -34,7 +34,7 @@ def write_seismogram_data_to_sacfile(
 ) -> None:
     """Write seismogram data to a SAC file.
 
-    Parameters:
+    Args:
         sacfile: Name of the SAC file.
         data: Seismogram data.
     """
@@ -49,7 +49,7 @@ def write_seismogram_data_to_sacfile(
 def create_station_from_sacfile(sacfile: str | PathLike) -> AimbatStation:
     """Create an AimbatStation instance from a SAC file.
 
-    Parameters:
+    Args:
         sacfile: Name of the SAC file.
 
     Returns:
@@ -68,7 +68,7 @@ def create_station_from_sacfile(sacfile: str | PathLike) -> AimbatStation:
 def create_event_from_sacfile(sacfile: str | PathLike) -> AimbatEvent:
     """Create an AimbatSeismogram instance from a SAC file.
 
-    Parameters:
+    Args:
         sacfile: Name of the SAC file.
     """
 
@@ -88,7 +88,7 @@ def create_seismogram_from_sacfile_and_pick_header(
 ) -> AimbatSeismogram:
     """Create an AimbatSeismogram instance from a SAC file.
 
-    Parameters:
+    Args:
         sacfile: Name of the SAC file.
         sac_pick_header: SAC header to use as t0 in AIMBAT.
     """
diff --git a/src/aimbat/lib/seismogram.py b/src/aimbat/lib/seismogram.py
index 597a14d..6212a1f 100644
--- a/src/aimbat/lib/seismogram.py
+++ b/src/aimbat/lib/seismogram.py
@@ -34,7 +34,7 @@
 def delete_seismogram_by_id(session: Session, seismogram_id: uuid.UUID) -> None:
     """Delete an AimbatSeismogram from the database by ID.
 
-    Parameters:
+    Args:
         session: Database session.
         seismogram_id: Seismogram ID.
 
@@ -53,7 +53,7 @@ def delete_seismogram_by_id(session: Session, seismogram_id: uuid.UUID) -> None:
 def delete_seismogram(session: Session, seismogram: AimbatSeismogram) -> None:
     """Delete an AimbatSeismogram from the database.
 
-    Parameters:
+    Args:
         session: Database session.
         seismogram: Seismogram to delete.
     """
@@ -69,7 +69,7 @@ def get_seismogram_parameter_by_id(
 ) -> bool | datetime:
     """Get parameter value from an AimbatSeismogram by ID.
 
-    Parameters:
+    Args:
         session: Database session.
         seismogram_id: Seismogram ID.
         name: Name of the parameter value to return.
@@ -114,7 +114,7 @@ def get_seismogram_parameter(
 ) -> bool | datetime:
     """Get parameter value from an AimbatSeismogram instance.
 
-    Parameters:
+    Args:
         seismogram: Seismogram.
         name: Name of the parameter value to return.
 
@@ -135,7 +135,7 @@ def set_seismogram_parameter_by_id(
 ) -> None:
     """Set parameter value for an AimbatSeismogram by ID.
 
-    Parameters:
+    Args:
         session: Database session
         seismogram_id: Seismogram id.
         name: Name of the parameter.
@@ -192,7 +192,7 @@ def set_seismogram_parameter(
 ) -> None:
     """Set parameter value for an AimbatSeismogram instance.
 
-    Parameters:
+    Args:
         session: Database session
         seismogram: Seismogram to set parameter for.
         name: Name of the parameter.
@@ -215,7 +215,7 @@ def get_selected_seismograms(
 ) -> Sequence[AimbatSeismogram]:
     """Get the selected seismograms for the active avent.
 
-    Parameters:
+    Args:
         session: Database session.
         all_events: Get the selected seismograms for all events.
 
@@ -251,7 +251,7 @@ def get_selected_seismograms(
 def print_seismogram_table(short: bool, all_events: bool = False) -> None:
     """Prints a pretty table with AIMBAT seismograms.
 
-    Parameters:
+    Args:
         short: Shorten and format the output to be more human-readable.
         all_events: Print seismograms for all events.
     """
@@ -345,7 +345,7 @@ def dump_seismogram_table() -> None:
 def plot_seismograms(use_qt: bool = False) -> Figure:
     """Plot all seismograms for a particular event ordered by great circle distance.
 
-    Parameters:
+    Args:
         use_qt: Plot with pqtgraph instead of pyplot
     """
 
diff --git a/src/aimbat/lib/snapshot.py b/src/aimbat/lib/snapshot.py
index af986c1..88d6b28 100644
--- a/src/aimbat/lib/snapshot.py
+++ b/src/aimbat/lib/snapshot.py
@@ -20,7 +20,7 @@
 def create_snapshot(session: Session, comment: str | None = None) -> None:
     """Create a snapshot of the AIMBAT processing parameters.
 
-    Parameters:
+    Args:
         session: Database session.
         comment: Optional comment.
     """
@@ -68,7 +68,7 @@ def create_snapshot(session: Session, comment: str | None = None) -> None:
 def rollback_to_snapshot_by_id(session: Session, snapshot_id: uuid.UUID) -> None:
     """Rollback to an AIMBAT parameters snapshot.
 
-    Parameters:
+    Args:
         session: Database session.
         snapshot_id: Snapshot id.
     """
@@ -88,7 +88,7 @@ def rollback_to_snapshot_by_id(session: Session, snapshot_id: uuid.UUID) -> None
 def rollback_to_snapshot(session: Session, snapshot: AimbatSnapshot) -> None:
     """Rollback to an AIMBAT parameters snapshot.
 
-    Parameters:
+    Args:
         snapshot: Snapshot.
     """
 
@@ -128,7 +128,7 @@ def rollback_to_snapshot(session: Session, snapshot: AimbatSnapshot) -> None:
 def delete_snapshot_by_id(session: Session, snapshot_id: uuid.UUID) -> None:
     """Delete an AIMBAT parameter snapshot.
 
-    Parameters:
+    Args:
         session: Database session.
         snapshot_id: Snapshot id.
     """
@@ -148,7 +148,7 @@ def delete_snapshot_by_id(session: Session, snapshot_id: uuid.UUID) -> None:
 def delete_snapshot(session: Session, snapshot: AimbatSnapshot) -> None:
     """Delete an AIMBAT parameter snapshot.
 
-    Parameters:
+    Args:
         session: Database session.
         snapshot: Snapshot.
     """
@@ -164,7 +164,7 @@ def get_snapshots(
 ) -> Sequence[AimbatSnapshot]:
     """Get the snapshots for the active avent.
 
-    Parameters:
+    Args:
         session: Database session.
         all_events: Get the selected snapshots for all events.
 
@@ -191,7 +191,7 @@ def get_snapshots(
 def print_snapshot_table(short: bool, all_events: bool) -> None:
     """Print a pretty table with AIMBAT snapshots.
 
-    Parameters:
+    Args:
         short: Shorten and format the output to be more human-readable.
         all_events: Print all snapshots instead of limiting to the active event.
     """
diff --git a/src/aimbat/lib/station.py b/src/aimbat/lib/station.py
index 33e5474..ea24e8d 100644
--- a/src/aimbat/lib/station.py
+++ b/src/aimbat/lib/station.py
@@ -14,7 +14,7 @@
 def delete_station_by_id(session: Session, station_id: uuid.UUID) -> None:
     """Delete an AimbatStation from the database by ID.
 
-    Parameters:
+    Args:
         session: Database session.
         station_id: Station ID.
 
@@ -33,7 +33,7 @@ def delete_station_by_id(session: Session, station_id: uuid.UUID) -> None:
 def delete_station(session: Session, station: AimbatStation) -> None:
     """Delete an AimbatStation from the database.
 
-    Parameters:
+    Args:
         session: Database session.
         station: Station to delete.
     """
@@ -49,7 +49,7 @@ def get_stations_in_event(
 ) -> Sequence[AimbatStation]:
     """Get the stations for a particular event.
 
-    Parameters:
+    Args:
         session: Database session.
         event: Event to return stations for.
 
@@ -75,7 +75,7 @@ def get_stations_in_event(
 def print_station_table(short: bool, all_events: bool = False) -> None:
     """Prints a pretty table with AIMBAT stations.
 
-    Parameters:
+    Args:
         short: Shorten and format the output to be more human-readable.
         all_events: Print stations for all events.
     """
diff --git a/src/aimbat/lib/utils/checkdata.py b/src/aimbat/lib/utils/checkdata.py
index 39a5bdb..a8d697a 100644
--- a/src/aimbat/lib/utils/checkdata.py
+++ b/src/aimbat/lib/utils/checkdata.py
@@ -6,7 +6,7 @@
 def checkdata_station(station: Station) -> list[str]:
     """Check if station information is complete.
 
-    Parameters:
+    Args:
         station: station object to test.
     """
 
@@ -38,7 +38,7 @@ def checkdata_station(station: Station) -> list[str]:
 def checkdata_event(event: Event) -> list[str]:
     """Check if event information is complete.
 
-    Parameters:
+    Args:
         event: event object to test.
     """
 
@@ -70,7 +70,7 @@ def checkdata_event(event: Event) -> list[str]:
 def checkdata_seismogram(seismogram: Seismogram) -> list[str]:
     """Check if seismogram information is complete.
 
-    Parameters:
+    Args:
         seismogram: seismogram object to test.
     """
 
@@ -90,7 +90,7 @@ def checkdata_seismogram(seismogram: Seismogram) -> list[str]:
 def run_checks(sacfiles: list[Path]) -> None:
     """Run all checks on one or more SAC files.
 
-    Parameters:
+    Args:
         sacfiles: SAC files to test.
     """
 
diff --git a/uv.lock b/uv.lock
index 3491c36..793499b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4,7 +4,6 @@ requires-python = ">=3.12, <3.15"
 
 [[package]]
 name = "aimbat"
-version = "2.0.0.dev0"
 source = { editable = "." }
 dependencies = [
     { name = "cyclopts" },
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