From 16953d5993be6aad6c71a3a8acd1ba1465cef843 Mon Sep 17 00:00:00 2001
From: doublebyte <doublebyte@hushmail.com>
Date: Sun, 18 Oct 2026 20:15:05 +0100
Subject: [PATCH 1/5] - added workflow for detecting AI

---
 .github/workflows/detect-ai.yml | 56 +++++++++++++++++++++++++++++++++
 1 file changed, 56 insertions(+)
 create mode 100644 .github/workflows/detect-ai.yml

diff --git a/.github/workflows/detect-ai.yml b/.github/workflows/detect-ai.yml
new file mode 100644
index 000000000..9e2ec9a49
--- /dev/null
+++ b/.github/workflows/detect-ai.yml
@@ -0,0 +1,56 @@
+name: Detect AI
+# Runs script to detect the likelihood of a PR have being create
+# by an agent, or with a human with heavy use of AI.
+on:
+  pull_request:
+
+permissions:
+  contents: read
+  pull-requests: write
+  issues: write
+
+jobs:
+  analyse:
+    name: Classify PR (AI vs human)
+    runs-on: ubuntu-latest
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      CODEBERG_TOKEN: ${{ secrets.CODEBERG_TOKEN }}
+    steps:
+      - name: Check out repository
+        # The Codeberg repo is private, so we have to clone it with a Codeberg token
+        run: |
+          set -euo pipefail
+          [ -n "$CODEBERG_TOKEN" ] || { echo "::error::CODEBERG_TOKEN secret is required"; exit 1; }
+          clone_url="https://user:${CODEBERG_TOKEN}@codeberg.org/doublebyte/uncover-agent.git"
+          git clone --quiet "$clone_url" "$RUNNER_TEMP/uncover-agent"
+          shopt -s dotglob
+          mv "$RUNNER_TEMP/uncover-agent"/* .
+          rmdir "$RUNNER_TEMP/uncover-agent"
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12" # we can change this later
+
+      - name: Run uncover_agents.py
+        run: |
+          set -euo pipefail
+          PR_URL="https://github.com/${{ github.repository }}/pull/${{ github.event.pull_request.number }}"
+          python uncover_agents.py "$PR_URL" | tee result.json
+
+      - name: Apply AI / human label
+        run: |
+          set -euo pipefail
+          LABEL=$(python3 -c "import json;print(json.load(open('result.json')).get('label',''))")
+          echo "Classifier label: $LABEL"
+          case "$LABEL" in
+            Low)
+              gh pr edit "$PR_NUMBER" --add-label "human generated" ;;
+            High|Very\ High)
+              gh pr edit "$PR_NUMBER" --add-label "AI generated" ;;
+            *)
+              echo "Label '$LABEL' maps to no auto-label; nothing to do." ;;
+          esac
+        env:
+          PR_NUMBER: ${{ github.event.pull_request.number }}

From ab3ecb42fe0eb82dd3c7dea32782ea3c136fe73c Mon Sep 17 00:00:00 2001
From: doublebyte <doublebyte@hushmail.com>
Date: Sun, 18 Oct 2026 20:17:57 +0100
Subject: [PATCH 2/5] - put comments first

---
 .github/workflows/detect-ai.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/detect-ai.yml b/.github/workflows/detect-ai.yml
index 9e2ec9a49..22b72f7cb 100644
--- a/.github/workflows/detect-ai.yml
+++ b/.github/workflows/detect-ai.yml
@@ -1,6 +1,8 @@
-name: Detect AI
 # Runs script to detect the likelihood of a PR have being create
 # by an agent, or with a human with heavy use of AI.
+
+name: Detect AI
+
 on:
   pull_request:
 

From d045bd55fa5e03c1147508d7065e81a7963ad4a1 Mon Sep 17 00:00:00 2001
From: doublebyte <doublebyte@hushmail.com>
Date: Sun, 18 Oct 2026 20:23:05 +0100
Subject: [PATCH 3/5] - run this workflow on master and detect-ai branches

---
 .github/workflows/detect-ai.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/detect-ai.yml b/.github/workflows/detect-ai.yml
index 22b72f7cb..5213abda8 100644
--- a/.github/workflows/detect-ai.yml
+++ b/.github/workflows/detect-ai.yml
@@ -5,7 +5,10 @@ name: Detect AI
 
 on:
   pull_request:
-
+    branches:
+      - master
+      - detect-ai
+      
 permissions:
   contents: read
   pull-requests: write

From df7f97a35d81421ab2246263ff7acca09694435d Mon Sep 17 00:00:00 2001
From: doublebyte <doublebyte@hushmail.com>
Date: Sun, 18 Oct 2026 20:23:44 +0100
Subject: [PATCH 4/5] - run this pr on master and uncover-agent branch

---
 .github/workflows/detect-ai.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/detect-ai.yml b/.github/workflows/detect-ai.yml
index 5213abda8..6b0ef913c 100644
--- a/.github/workflows/detect-ai.yml
+++ b/.github/workflows/detect-ai.yml
@@ -7,8 +7,8 @@ on:
   pull_request:
     branches:
       - master
-      - detect-ai
-      
+      - uncover-agent
+
 permissions:
   contents: read
   pull-requests: write

From 16d16d24b7d772bb3e18a3d4c3d820e22ef3e1a0 Mon Sep 17 00:00:00 2001
From: Jo <doublebyte@hushmail.com>
Date: Sun, 18 Oct 2026 20:54:27 +0100
Subject: [PATCH 5/5] uncover-agent: test diff marker

---
 .uncover-agent/NOTE.txt | 4 ++++
 1 file changed, 4 insertions(+)
 create mode 100644 .uncover-agent/NOTE.txt

diff --git a/.uncover-agent/NOTE.txt b/.uncover-agent/NOTE.txt
new file mode 100644
index 000000000..8c1c91ee0
--- /dev/null
+++ b/.uncover-agent/NOTE.txt
@@ -0,0 +1,4 @@
+# uncover-agent test diff
+# original: https://github.com/geopython/diving-into-pygeoapi/pull/246
+# kind=human
+# generated 2026-10-18 19:54:27 UTC