From 9bf5c5e951144d2f9d5b97473d986cadf4372a96 Mon Sep 17 00:00:00 2001
From: PandaHUN777 <117030640+PandaHUN777@users.noreply.github.com>
Date: Fri, 25 Sep 2026 17:59:02 +0200
Subject: [PATCH 1/5] Test Python 3.14 in Linux CI

---
 .github/workflows/ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1723510..15a402c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -34,6 +34,8 @@ jobs:
             python: '3.12'
           - os: ubuntu-latest
             python: '3.13'
+          - os: ubuntu-latest
+            python: '3.14'
           - os: windows-latest
             python: '3.13'
     runs-on: ${{ matrix.os }}

From e4d59e04b17d4ac3a1d4c8f9cd6a3ff6ef50cc95 Mon Sep 17 00:00:00 2001
From: PandaHUN777 <117030640+PandaHUN777@users.noreply.github.com>
Date: Fri, 25 Sep 2026 17:59:04 +0200
Subject: [PATCH 2/5] Declare Python 3.14 support

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 8cb9b2e..6ed2dae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,6 +23,7 @@ classifiers = [
   "Programming Language :: Python :: 3.11",
   "Programming Language :: Python :: 3.12",
   "Programming Language :: Python :: 3.13",
+  "Programming Language :: Python :: 3.14",
   "Topic :: Scientific/Engineering :: Bio-Informatics",
   "Topic :: Scientific/Engineering :: Artificial Intelligence",
 ]

From 4f5327778dd4a26d17ff0d53334723a4fb70c95f Mon Sep 17 00:00:00 2001
From: PandaHUN777 <117030640+PandaHUN777@users.noreply.github.com>
Date: Fri, 25 Sep 2026 17:59:07 +0200
Subject: [PATCH 3/5] Document Python 3.14 CI coverage

---
 CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 25b9732..6b9992a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -36,7 +36,7 @@ uv run --frozen mypy
 uv run --frozen pytest --cov
 ```
 
-CI also runs the tests on Linux (Python 3.11–3.13) and Windows, builds the wheel and
+CI also runs the tests on Linux (Python 3.11–3.14) and Windows, builds the wheel and
 smoke-tests it outside the source tree, and runs the GitHub Action. Coverage must stay at
 or above the minimum in `pyproject.toml`.
 

From b1b90ed302c0718eab8f4750b5b84e3d7fe88961 Mon Sep 17 00:00:00 2001
From: PandaHUN777 <117030640+PandaHUN777@users.noreply.github.com>
Date: Fri, 25 Sep 2026 17:59:09 +0200
Subject: [PATCH 4/5] Note Python 3.14 support

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c0f7186..aa0010f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@
   the validator and NCBI disagree plus 95 stratum-matched controls, an Excel workbook with
   dropdowns, a reviewer rubric, a private key, and an importer into the protocol format.
 - CI runs ruff and mypy, and enforces a 95% test-coverage minimum (currently 98%).
+- Add Python 3.14 to the supported package classifiers and Linux CI test matrix.
 - Add CONTRIBUTING, CODE_OF_CONDUCT (Contributor Covenant 2.1), SECURITY, issue forms and a
   pull request template.
 - Add `community/profiles/`: contributed domain profiles whose example cases are built,

From 354cdbf3f416171929caa6adb5d5940b40a76a87 Mon Sep 17 00:00:00 2001
From: PandaHUN777 <117030640+PandaHUN777@users.noreply.github.com>
Date: Tue, 29 Sep 2026 03:39:17 +0200
Subject: [PATCH 5/5] docs: update Python support documentation

---
 CHANGELOG.md        | 3 ++-
 docs/ENGINEERING.md | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index aa0010f..deafc01 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,8 @@
 
 ## Unreleased
 
+- Add Python 3.14 to the supported package classifiers and Linux CI test matrix.
+
 ## 0.7.0 — Expert review, quality checks, community and documentation site
 
 - Add `bioevidence review` (`check`, `agreement`, `adjudication-sheet`, `score`, `freeze`)
@@ -13,7 +15,6 @@
   the validator and NCBI disagree plus 95 stratum-matched controls, an Excel workbook with
   dropdowns, a reviewer rubric, a private key, and an importer into the protocol format.
 - CI runs ruff and mypy, and enforces a 95% test-coverage minimum (currently 98%).
-- Add Python 3.14 to the supported package classifiers and Linux CI test matrix.
 - Add CONTRIBUTING, CODE_OF_CONDUCT (Contributor Covenant 2.1), SECURITY, issue forms and a
   pull request template.
 - Add `community/profiles/`: contributed domain profiles whose example cases are built,
diff --git a/docs/ENGINEERING.md b/docs/ENGINEERING.md
index eb96b1b..b90b69e 100644
--- a/docs/ENGINEERING.md
+++ b/docs/ENGINEERING.md
@@ -97,7 +97,7 @@ uv build
 uv run --isolated --no-project --with ./dist/*.whl python tools/check_distribution.py
 ```
 
-CI runs on Linux/Python 3.11–3.13 and Windows/Python 3.13, and runs the GitHub Action on
+CI runs on Linux/Python 3.11–3.14 and Windows/Python 3.13, and runs the GitHub Action on
 Linux and Windows. Tests cover multi-domain acceptance, negative evidence cases,
 use-specific human review, strict configuration/JSON/draft parsing, baseline enforcement,
 context snapshots, audit digests, and CLI report behavior. The wheel smoke test imports