diff --git a/README.md b/README.md
index b99454f..1417073 100644
--- a/README.md
+++ b/README.md
@@ -124,7 +124,9 @@ in every repository. The first five appear in the changelog; the others are left
 unless they are breaking (`!`). A [gitmoji](https://gitmoji.dev) after the type
 (`feat: ✨ add X`, or `:sparkles:`) is optional and stripped from the changelog. The
 changelog starts at the newest final tag, so a repository tags `v0.0.0` where it adopts
-the process.
+the process. Each entry ends with an absolute link to its PR (`[#12](https://github.com/…/pull/12)`),
+built from `GITHUB_REPOSITORY`: GitHub doesn't autolink `#12` in `CHANGELOG.md`, nor reliably
+in release notes. The `just changelog` recipes take the repository from the `origin` remote.
 
 ## Adopting release-tools
 
@@ -349,7 +351,9 @@ changelog:
     set -euo pipefail
     ref=$(sed -nE 's|.*Algorithmiq/release-tools/.github/workflows/release.yml@([^[:space:]]+).*|\1|p' \
         .github/workflows/release.yml)
-    uvx --from {{ git_cliff }} git-cliff --unreleased \
+    # Link the PR numbers like the release PR does: GitHub Actions sets GITHUB_REPOSITORY.
+    repo=$(git remote get-url origin | sed -E 's#^.*github\.com[:/]##; s#\.git$##')
+    GITHUB_REPOSITORY="${GITHUB_REPOSITORY:-$repo}" uvx --from {{ git_cliff }} git-cliff --unreleased \
         --config-url "https://raw.githubusercontent.com/Algorithmiq/release-tools/$ref/cliff.toml"
 ```
 
@@ -369,7 +373,10 @@ changelog:
     config="$(mktemp -d)/cliff.toml"
     gh api -H "Accept: application/vnd.github.raw" \
         "repos/Algorithmiq/release-tools/contents/cliff.toml?ref=$ref" > "$config"
-    uvx --from {{ git_cliff }} git-cliff --unreleased --config "$config"
+    # Link the PR numbers like the release PR does: GitHub Actions sets GITHUB_REPOSITORY.
+    repo=$(git remote get-url origin | sed -E 's#^.*github\.com[:/]##; s#\.git$##')
+    GITHUB_REPOSITORY="${GITHUB_REPOSITORY:-$repo}" uvx --from {{ git_cliff }} git-cliff --unreleased \
+        --config "$config"
 ```
 
 ### PR template
diff --git a/cliff.toml b/cliff.toml
index 867f81e..d58da44 100644
--- a/cliff.toml
+++ b/cliff.toml
@@ -12,7 +12,13 @@ All notable changes to this project are listed here.
 # Lets `--prepend` replace the header instead of repeating it.
 header_marker = "<!-- git-cliff: end of header -->"
 # Literal string ('''), so regex backslashes don't need escaping.
+#
+# A squash-merged PR's number, `(#N)` at the end of its title, becomes an absolute link to
+# the PR on GitHub, for the repository named in GITHUB_REPOSITORY (set by GitHub Actions to
+# the calling repository). GitHub doesn't autolink `#N` in files such as CHANGELOG.md, and
+# not reliably in release notes either. Without GITHUB_REPOSITORY it stays `(#N)`.
 body = '''
+{%- set repo = get_env(name="GITHUB_REPOSITORY", default="") %}
 {%- if version %}
 ## {{ version | trim_start_matches(pat="v") }} ({{ timestamp | date(format="%Y-%m-%d") }})
 {%- else %}
@@ -21,7 +27,10 @@ body = '''
 {% for entry in commits | commit_groups(groups=commit_parsers_groups) %}
 ### {{ entry.group }}
 {% for commit in entry.commits %}
-- {% if commit.scope %}**{{ commit.scope }}:** {% endif %}{{ commit.message | upper_first }}
+- {% if commit.scope %}**{{ commit.scope }}:** {% endif %}
+{%- if repo %}{{ commit.message | upper_first | replace_regex(from="\(#(\d+)\)$", to="([#$1](https://github.com/" ~ repo ~ "/pull/$1))") }}
+{%- else %}{{ commit.message | upper_first }}
+{%- endif %}
 {%- if commit.breaking or entry.group == "Deprecations" %}
 {%- set parts = commit.body | default(value="") | split_regex(pat="(?m)^##\s*Migration\s*$") %}
 {%- if parts | length > 1 %}
diff --git a/examples/stubs/justfile b/examples/stubs/justfile
index 6bce348..aa59cdf 100644
--- a/examples/stubs/justfile
+++ b/examples/stubs/justfile
@@ -6,5 +6,7 @@ changelog:
     set -euo pipefail
     ref=$(sed -nE 's|.*Algorithmiq/release-tools/.github/workflows/release.yml@([^[:space:]]+).*|\1|p' \
         .github/workflows/release.yml)
-    uvx --from {{ git_cliff }} git-cliff --unreleased \
+    # Link the PR numbers like the release PR does: GitHub Actions sets GITHUB_REPOSITORY.
+    repo=$(git remote get-url origin | sed -E 's#^.*github\.com[:/]##; s#\.git$##')
+    GITHUB_REPOSITORY="${GITHUB_REPOSITORY:-$repo}" uvx --from {{ git_cliff }} git-cliff --unreleased \
         --config-url "https://raw.githubusercontent.com/Algorithmiq/release-tools/$ref/cliff.toml"
diff --git a/examples/stubs/justfile-internal b/examples/stubs/justfile-internal
index ea9f587..0bac73a 100644
--- a/examples/stubs/justfile-internal
+++ b/examples/stubs/justfile-internal
@@ -10,4 +10,7 @@ changelog:
     config="$(mktemp -d)/cliff.toml"
     gh api -H "Accept: application/vnd.github.raw" \
         "repos/Algorithmiq/release-tools/contents/cliff.toml?ref=$ref" > "$config"
-    uvx --from {{ git_cliff }} git-cliff --unreleased --config "$config"
+    # Link the PR numbers like the release PR does: GitHub Actions sets GITHUB_REPOSITORY.
+    repo=$(git remote get-url origin | sed -E 's#^.*github\.com[:/]##; s#\.git$##')
+    GITHUB_REPOSITORY="${GITHUB_REPOSITORY:-$repo}" uvx --from {{ git_cliff }} git-cliff --unreleased \
+        --config "$config"
diff --git a/justfile b/justfile
index 859f5e7..bd72cbf 100644
--- a/justfile
+++ b/justfile
@@ -32,4 +32,4 @@ test *ARGS:
 
 # Preview the changelog entry of the next release of this repository.
 changelog:
-    uv run --no-sync git-cliff --unreleased
+    GITHUB_REPOSITORY="${GITHUB_REPOSITORY:-Algorithmiq/release-tools}" uv run --no-sync git-cliff --unreleased
diff --git a/tests/conftest.py b/tests/conftest.py
index f3cfbf8..58792c5 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -53,6 +53,15 @@ def remote_tags(self) -> list[str]:
         return sorted(line.split("refs/tags/")[1] for line in lines)
 
 
+@pytest.fixture(autouse=True)
+def no_github_repository(monkeypatch: pytest.MonkeyPatch) -> None:
+    """Unset GITHUB_REPOSITORY, which GitHub Actions also sets when it runs the tests.
+
+    cliff.toml links PR numbers to that repository; tests that want links set it.
+    """
+    monkeypatch.delenv("GITHUB_REPOSITORY", raising=False)
+
+
 @pytest.fixture
 def repo(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Repo:
     """Return an empty clone with a local bare origin, as the current directory.
diff --git a/tests/test_cliff.py b/tests/test_cliff.py
index cb028f5..2306a5e 100644
--- a/tests/test_cliff.py
+++ b/tests/test_cliff.py
@@ -230,3 +230,29 @@ def test_trailing_key_value_lines_are_dropped_as_trailers(repo: Repo) -> None:
     assert "  Rename the call." in notes
     assert "Before:" not in notes
     assert "After:" not in notes
+
+
+def test_pr_numbers_link_to_the_repository_of_github_repository(
+    repo: Repo, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    repo.commit("chore: start")
+    repo.git("tag", "v0.0.0")
+    repo.commit("feat: ✨ add X (#12)")
+    repo.commit("fix(io): handle #3 and (#4) in names (#13)")
+    repo.commit("fix: pushed without a PR")
+    monkeypatch.setenv("GITHUB_REPOSITORY", "Algorithmiq/example")
+    notes = cliff("--unreleased").splitlines()
+    url = "https://github.com/Algorithmiq/example/pull"
+    # Only the PR number squash-merging appends becomes a link; the rest stays as it is.
+    assert [line for line in notes if line.startswith("- ")] == [
+        f"- Add X ([#12]({url}/12))",
+        f"- **io:** Handle #3 and (#4) in names ([#13]({url}/13))",
+        "- Pushed without a PR",
+    ]
+
+
+def test_pr_numbers_stay_plain_without_github_repository(repo: Repo) -> None:
+    repo.commit("chore: start")
+    repo.git("tag", "v0.0.0")
+    repo.commit("feat: ✨ add X (#12)")
+    assert "- Add X (#12)" in cliff("--unreleased").splitlines()