diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 9d309d4..5d08745 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -69,6 +69,61 @@ jobs:
       - name: Check if documentation can be built
         run: uv run zensical build -s
 
+  version-preview:
+    # Show contributors what a merge would release, based on the conventional
+    # commits on the branch. Pull requests only; informational.
+    if: github.event_name == 'pull_request' && github.event.pull_request.draft == false
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pull-requests: write
+    steps:
+      - name: Check out
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0   # PSR needs full history + tags to compute the bump
+          ref: ${{ github.event.pull_request.head.sha }}
+
+      - name: Set up the environment
+        uses: ./.github/actions/setup-python-env
+
+      - name: Compute release preview
+        id: preview
+        run: |
+          current=$(uv version --short 2>/dev/null || echo "unknown")
+          next=$(uv run semantic-release version --print 2>/dev/null || echo "")
+          if [ -n "$next" ] && [ "$next" != "$current" ]; then
+            echo "released=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "released=false" >> "$GITHUB_OUTPUT"
+          fi
+          echo "current=$current" >> "$GITHUB_OUTPUT"
+          echo "next=$next" >> "$GITHUB_OUTPUT"
+          {
+            echo "changelog<<PSR_EOF"
+            uv run semantic-release changelog --print 2>/dev/null | head -60 || echo "(no changelog preview)"
+            echo "PSR_EOF"
+          } >> "$GITHUB_OUTPUT"
+
+      - name: Post release preview comment
+        uses: marocchino/sticky-pull-request-comment@v2
+        with:
+          header: version-preview
+          message: |
+            ## Release preview
+
+            ${{ steps.preview.outputs.released == 'true' && format('Merging this PR would release **v{0}** (current: `{1}`).', steps.preview.outputs.next, steps.preview.outputs.current) || format('No version bump from the current commits (stays at `{0}`). Use conventional commit types (`feat`, `fix`, ...) to trigger a release.', steps.preview.outputs.current) }}
+
+            <details><summary>Changelog preview (truncated)</summary>
+
+            ```markdown
+            ${{ steps.preview.outputs.changelog }}
+            ```
+
+            </details>
+
+            <sub>Computed by python-semantic-release from the conventional commits on this branch.</sub>
+
   benchmark:
     runs-on: ubuntu-latest
     if: github.event.pull_request.draft == false
diff --git a/.github/workflows/on-release-main.yml b/.github/workflows/on-release-main.yml
index f2a2f38..a626e89 100644
--- a/.github/workflows/on-release-main.yml
+++ b/.github/workflows/on-release-main.yml
@@ -2,31 +2,71 @@ name: release-main
 
 on:
   push:
-    tags: ['v[0-9]*']
+    branches: [main]
+  workflow_dispatch:
+
+concurrency:
+  group: release
+  cancel-in-progress: false
 
 jobs:
 
-  publish:
+  release:
     runs-on: ubuntu-latest
+    permissions:
+      id-token: write   # OIDC trusted publishing to PyPI
+      contents: write   # push the release commit and tag, create the GitHub release
+    outputs:
+      released: ${{ steps.version.outputs.released }}
+      version: ${{ steps.version.outputs.version }}
     steps:
       - name: Check out
         uses: actions/checkout@v4
         with:
-          fetch-depth: 0  # full history + tags so hatch-vcs derives the version
+          fetch-depth: 0   # full history + tags so PSR can analyze commits
+          ref: main
 
       - name: Set up the environment
         uses: ./.github/actions/setup-python-env
 
+      - name: Configure git identity
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
+
+      - name: Semantic release version
+        id: version
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          before=$(git rev-parse HEAD)
+          uv run semantic-release version
+          after=$(git rev-parse HEAD)
+          if [ "$before" != "$after" ]; then
+            tag=$(git tag --points-at HEAD | grep -E '^v[0-9]' | head -1)
+            echo "released=true" >> "$GITHUB_OUTPUT"
+            echo "version=${tag#v}" >> "$GITHUB_OUTPUT"
+            echo "Released $tag"
+          else
+            echo "released=false" >> "$GITHUB_OUTPUT"
+            echo "No release for this push."
+          fi
+
       - name: Build package
+        if: steps.version.outputs.released == 'true'
         run: uv build
 
-      - name: Publish package
-        run: uv publish
-        env:
-          UV_PUBLISH_TOKEN: ${{ secrets.PYPI_TOKEN }}
+      - name: Check package metadata
+        if: steps.version.outputs.released == 'true'
+        run: uvx twine check dist/*
+
+      - name: Publish to PyPI (OIDC trusted publishing)
+        if: steps.version.outputs.released == 'true'
+        run: uv publish --trusted-publishing always
 
   deploy-docs:
-    needs: publish
+    needs: release
+    if: needs.release.outputs.released == 'true'
     permissions:
       contents: read
       pages: write
@@ -38,6 +78,8 @@ jobs:
     steps:
       - name: Check out
         uses: actions/checkout@v4
+        with:
+          ref: main   # include the release commit just pushed by PSR
 
       - name: Set up the environment
         uses: ./.github/actions/setup-python-env
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6f625be..347cdfe 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,3 +1,7 @@
+# Install both the pre-commit and commit-msg stage hooks on a plain
+# `pre-commit install` (no --hook-type flags needed).
+default_install_hook_types: [pre-commit, commit-msg]
+
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: "v6.0.0"
@@ -20,3 +24,12 @@ repos:
       - id: ruff-check
         args: [--exit-non-zero-on-fix]
       - id: ruff-format
+
+  # Enforce Conventional Commits locally so python-semantic-release can derive
+  # versions and the changelog. Runs on the commit-msg stage; install it with
+  # `pre-commit install --hook-type commit-msg` (done by `make install`).
+  - repo: https://github.com/compilerla/conventional-pre-commit
+    rev: "v4.0.0"
+    hooks:
+      - id: conventional-pre-commit
+        stages: [commit-msg]
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 205cc5e..ec61da3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,7 +1,8 @@
-# Changelog
+# CHANGELOG
 
-## Version 0.1 (development)
+All notable changes to this project are documented here. Versions are cut
+automatically from Conventional Commits on every merge to main by
+[python-semantic-release](https://python-semantic-release.readthedocs.io/). Do
+not edit released sections by hand.
 
-- Feature A added
-- FIX: nasty bug #1729 fixed
-- add your changes here!
+<!-- version list -->
diff --git a/CITATION.cff b/CITATION.cff
index 79d83f7..53e5a2a 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -2,6 +2,8 @@ cff-version: 1.2.0
 message: "If you use this software, please cite it as below."
 type: software
 title: "oold-python: Object Oriented Linked Data for Python"
+# Managed by python-semantic-release (version_variables). Do not edit by hand.
+version: 0.16.2
 abstract: "A Python package for abstract and object-oriented access to knowledge graphs, bridging semantic web technologies (RDF, JSON-LD, SPARQL) with Pydantic type safety."
 repository-code: "https://github.com/OO-LD/oold-python"
 url: "https://OO-LD.github.io/oold-python/"
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index b488341..427c9e0 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -20,10 +20,14 @@ make install
 Without `make`:
 
 ```bash
-uv sync
+uv sync --all-extras
 uv run pre-commit install
 ```
 
+`pre-commit install` installs both the `pre-commit` and `commit-msg` stage hooks
+(via `default_install_hook_types`); the latter enforces Conventional Commits (see
+below).
+
 ## Making Changes
 
 1. Create a branch: `git checkout -b name-of-your-fix`
@@ -66,19 +70,42 @@ uv run zensical serve
 uv run zensical build -s
 ```
 
-## Releasing
+## Commit messages (Conventional Commits)
+
+This project uses [Conventional Commits](https://www.conventionalcommits.org/).
+Commit messages drive versioning and the changelog automatically, so the format
+matters. The local `commit-msg` hook rejects malformed messages.
+
+Format: `type(scope): subject`, for example `fix: correct sidebar collapse on
+small screens`. The scope is optional.
 
-Releases are published automatically by CI when a version tag is pushed.
+| Type | Release effect | Use for |
+| ---- | -------------- | ------- |
+| `feat` | minor bump | a new feature |
+| `fix` | patch bump | a bug fix |
+| `perf` | patch bump | a performance improvement |
+| `docs`, `chore`, `test`, `refactor`, `ci`, `style`, `build` | no release | changes that do not ship user-facing behavior |
+| `BREAKING CHANGE:` footer, or `!` after the type | major bump | an incompatible change |
+
+A breaking change is marked either with a `!` (`feat!: drop Python 3.9`) or a
+`BREAKING CHANGE:` footer in the commit body.
+
+## Releasing
 
-1. Ensure all changes are merged to `main`
-2. Tag the commit and push:
+Releases are fully automated by python-semantic-release. You do not tag or bump
+the version by hand.
 
-   ```bash
-   git tag v0.17.0
-   git push origin v0.17.0
-   ```
+1. Open a PR. CI comments the version that a merge would release, based on your
+   commits.
+2. Merge to `main`. On merge, CI reads the new conventional commits, bumps the
+   version in `pyproject.toml` and `CITATION.cff`, updates `CHANGELOG.md`,
+   commits with `[skip ci]`, and pushes the `vX.Y.Z` tag.
+3. CI then builds the package, publishes it to PyPI via OIDC trusted publishing,
+   and deploys the docs to GitHub Pages.
 
-CI will build the package (`uv build`), publish it to PyPI, and deploy the docs to GitHub Pages. The version is derived from the git tag via `hatch-vcs`, so no manual version bumping is needed.
+If a merge contains only non-releasing commit types (for example `docs` or
+`chore`), no release is cut. The version lives in `pyproject.toml`; never edit it
+manually.
 
 ## Citation and authorship
 
diff --git a/Makefile b/Makefile
index 54af65f..909d575 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,7 @@
 .PHONY: install
 install: ## Install the virtual environment and install the pre-commit hooks
 	@echo "🚀 Creating virtual environment using uv"
-	@uv sync
+	@uv sync --all-extras
 	@uv run pre-commit install
 
 .PHONY: check
diff --git a/pyproject.toml b/pyproject.toml
index e19c1dd..0766566 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,9 @@ license = "Apache-2.0"
 license-files = ["LICENSE"]
 keywords = ['python', 'linked-data', 'json-ld', 'pydantic', 'oo-ld']
 requires-python = ">=3.10,<4.0"
-dynamic = ["version"]
+# Version is managed by python-semantic-release (see [tool.semantic_release]).
+# Do not edit by hand; it is bumped automatically on merge to main.
+version = "0.16.2"
 classifiers = [
     "Development Status :: 3 - Alpha",
     "Intended Audience :: Developers",
@@ -88,18 +90,40 @@ dev = [
     "ruff>=0.15.7",
     "zensical>=0.0.26",
     "mkdocstrings-python>=1.0.3",
+    "python-semantic-release>=10.0.0",
 ]
 
 [build-system]
-requires = ["hatchling", "hatch-vcs"]
+requires = ["hatchling"]
 build-backend = "hatchling.build"
 
-[tool.hatch.version]
-source = "vcs"
-
 [tool.hatch.build.targets.wheel]
 packages = ["src/oold"]
 
+[tool.semantic_release]
+# python-semantic-release owns the version and changelog. On merge to main it
+# reads the conventional commits, bumps the static version in the files below,
+# updates the changelog, commits, and tags. The v-prefixed tag namespace is
+# preserved (matches the existing 32 releases).
+commit_parser = "conventional"
+tag_format = "v{version}"
+commit_message = "chore(release): v{version} [skip ci]"
+allow_zero_version = true
+build_command = "uv lock"
+version_toml = ["pyproject.toml:project.version"]
+version_variables = ["CITATION.cff:version"]
+exclude_commit_patterns = ['''chore\(release\):.*''']
+# uv.lock pins oold's own version, so re-lock (build_command) and include it in
+# the release commit to keep `uv sync --frozen` consistent on the next run.
+assets = ["uv.lock"]
+
+[tool.semantic_release.changelog]
+mode = "update"
+insertion_flag = "<!-- version list -->"
+
+[tool.semantic_release.changelog.default_templates]
+changelog_file = "CHANGELOG.md"
+
 [tool.ty.environment]
 python = "./.venv"
 python-version = "3.10"
diff --git a/uv.lock b/uv.lock
index d622d3f..ed55f3c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -571,6 +571,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
 ]
 
+[[package]]
+name = "click-option-group"
+version = "0.5.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ef/ff/d291d66595b30b83d1cb9e314b2c9be7cfc7327d4a0d40a15da2416ea97b/click_option_group-0.5.9.tar.gz", hash = "sha256:f94ed2bc4cf69052e0f29592bd1e771a1789bd7bfc482dd0bc482134aff95823", size = 22222, upload-time = "2025-10-09T09:38:01.474Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/75/45/54bb2d8d4138964a94bef6e9afe48b0be4705ba66ac442ae7d8a8dc4ffef/click_option_group-0.5.9-py3-none-any.whl", hash = "sha256:ad2599248bd373e2e19bec5407967c3eec1d0d4fc4a5e77b08a0481e75991080", size = 11553, upload-time = "2025-10-09T09:38:00.066Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -935,6 +947,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2d/82/e5d2c1c67d19841e9edc74954c827444ae826978499bde3dfc1d007c8c11/deepmerge-2.0-py3-none-any.whl", hash = "sha256:6de9ce507115cff0bed95ff0ce9ecc31088ef50cbdf09bc90a09349a318b3d00", size = 13475, upload-time = "2024-08-30T05:31:48.659Z" },
 ]
 
+[[package]]
+name = "deprecated"
+version = "1.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/49/85/12f0a49a7c4ffb70572b6c2ef13c90c88fd190debda93b23f026b25f9634/deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223", size = 2932523, upload-time = "2025-10-30T08:19:02.757Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/84/d0/205d54408c08b13550c733c4b85429e7ead111c7f0014309637425520a9a/deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f", size = 11298, upload-time = "2025-10-30T08:19:00.758Z" },
+]
+
 [[package]]
 name = "deptry"
 version = "0.25.1"
@@ -983,6 +1007,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/32/91/30151a39f7570f448ed84529390628a651d7f27c87d73c9b887f8189695e/docutils-0.23-py3-none-any.whl", hash = "sha256:25d013af9bf23bc1c7b2b093dff4208166c53a94786c9e447808335ef1185fea", size = 634701, upload-time = "2026-05-27T17:40:58.442Z" },
 ]
 
+[[package]]
+name = "dotty-dict"
+version = "1.3.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6a/ab/88d67f02024700b48cd8232579ad1316aa9df2272c63049c27cc094229d6/dotty_dict-1.3.1.tar.gz", hash = "sha256:4b016e03b8ae265539757a53eba24b9bfda506fb94fbce0bee843c6f05541a15", size = 7699, upload-time = "2022-07-09T18:50:57.727Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1a/91/e0d457ee03ec33d79ee2cd8d212debb1bc21dfb99728ae35efdb5832dc22/dotty_dict-1.3.1-py3-none-any.whl", hash = "sha256:5022d234d9922f13aa711b4950372a06a6d64cb6d6db9ba43d0ba133ebfce31f", size = 7014, upload-time = "2022-07-09T18:50:55.058Z" },
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -1200,6 +1233,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619", size = 11034, upload-time = "2022-05-02T15:47:14.552Z" },
 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "smmap" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/72/94/63b0fc47eb32792c7ba1fe1b694daec9a63620db1e313033d18140c2320a/gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571", size = 394684, upload-time = "2025-01-02T07:20:46.413Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf", size = 62794, upload-time = "2025-01-02T07:20:43.624Z" },
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.56"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitdb" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/81/45/d45f94fa38b199862959cd7b5461a31f03746d75ef59363339fc0c394345/gitpython-3.1.56.tar.gz", hash = "sha256:127adf5c73f1a822e368301c4d5ffa5d305ce611eccab76f3336f9380a78ad0b", size = 229619, upload-time = "2026-07-25T07:41:43.179Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/06/27/8b9b039c7f026d4af8954dbbdcc9f101f8d6901daa3a65b065d8f450c0bd/gitpython-3.1.56-py3-none-any.whl", hash = "sha256:bedffdc4bdd2e3cf21b328711a552b0529751f08bff6591339d18492291ad035", size = 216644, upload-time = "2026-07-25T07:41:41.737Z" },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.5.1"
@@ -1409,6 +1466,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9c/1f/19ebc343cc71a7ffa78f17018535adc5cbdd87afb31d7c34874680148b32/ifaddr-0.2.0-py3-none-any.whl", hash = "sha256:085e0305cfe6f16ab12d72e2024030f5d52674afad6911bb1eee207177b8a748", size = 12314, upload-time = "2022-06-15T21:40:25.756Z" },
 ]
 
+[[package]]
+name = "importlib-resources"
+version = "6.5.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/cf/8c/f834fbf984f691b4f7ff60f50b514cc3de5cc08abfc3295564dd89c5e2e7/importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c", size = 44693, upload-time = "2025-01-03T18:51:56.698Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a4/ed/1f1afb2e9e7f38a545d628f864d562a5ae64fe6f7a10e28ffb9b185b4e89/importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec", size = 37461, upload-time = "2025-01-03T18:51:54.306Z" },
+]
+
 [[package]]
 name = "inflect"
 version = "7.5.0"
@@ -2447,6 +2513,7 @@ wheels = [
 
 [[package]]
 name = "oold"
+version = "0.16.2"
 source = { editable = "." }
 dependencies = [
     { name = "datamodel-code-generator" },
@@ -2509,6 +2576,7 @@ dev = [
     { name = "pytest-benchmark" },
     { name = "pytest-cov" },
     { name = "pytest-playwright" },
+    { name = "python-semantic-release" },
     { name = "ruff" },
     { name = "tox-uv" },
     { name = "ty" },
@@ -2550,7 +2618,7 @@ requires-dist = [
     { name = "traitlets", marker = "extra == 'ui-jupyter'" },
     { name = "typing-extensions" },
 ]
-provides-extras = ["all", "ui", "ui-jupyter", "ui-nicegui", "ui-panel"]
+provides-extras = ["ui-panel", "ui-jupyter", "ui-nicegui", "ui", "all"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -2563,6 +2631,7 @@ dev = [
     { name = "pytest-benchmark" },
     { name = "pytest-cov", specifier = ">=7.0.0" },
     { name = "pytest-playwright" },
+    { name = "python-semantic-release", specifier = ">=10.0.0" },
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