From 5cf7ba96d68fa76a7461ac67c375bbfca6acd545 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 13:58:10 -0800
Subject: [PATCH 01/20] initial workflow

---
 .github/workflows/a11y.yml | 57 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 57 insertions(+)
 create mode 100644 .github/workflows/a11y.yml

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
new file mode 100644
index 0000000..ad896ab
--- /dev/null
+++ b/.github/workflows/a11y.yml
@@ -0,0 +1,57 @@
+name: Accessibility Checks
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+
+jobs:
+  axe-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+          
+      - name: Install Python dependencies
+        run: pip install -r dev-requirements.txt
+
+      - name: Build Jupyter Book
+        run: jupyter-book build --html
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+
+      - name: Install Axe CLI and HTTP Server
+        run: npm install -g @axe-core/cli http-server
+
+      - name: Run Axe Checks
+        run: |
+          # A. Start a local server in the background
+          npx http-server ./_build/html -p 8080 -s &
+          sleep 5
+          
+          # B. Generate the URL list from the actual build artifacts
+          cd _build/html
+          URLS=$(find . -name "*.html" -not -path "*/build/*" | sed 's|^\./||' | sed 's|^|http://localhost:8080/|' | tr '\n' ' ')          
+          
+          # C. Run Axe CLI on the discovered URLs
+          axe $URLS \
+            --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
+            --save axe-report.json \
+            --exit
+
+      - name: Upload Accessibility Report
+        if: always() 
+        uses: actions/upload-artifact@v4
+        with:
+          name: axe-report
+          path: _build/html/axe-report.json
\ No newline at end of file

From e3f2e52cebf631aa414f5246d6b67cfd5a0f6eb8 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:02:30 -0800
Subject: [PATCH 02/20] branches and python version

---
 .github/workflows/a11y.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index ad896ab..418c868 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -3,7 +3,7 @@ name: Accessibility Checks
 on:
   push:
     branches:
-      - main
+      - master
   pull_request:
 
 jobs:
@@ -16,7 +16,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.10'
           cache: 'pip'
           
       - name: Install Python dependencies

From adac26ee2505340cbc8319ee19e9d3bbcc8a6d98 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:07:14 -0800
Subject: [PATCH 03/20] only node installs

---
 .github/workflows/a11y.yml | 19 +++++--------------
 1 file changed, 5 insertions(+), 14 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 418c868..6a9cc98 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -13,25 +13,16 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.10'
-          cache: 'pip'
-          
-      - name: Install Python dependencies
-        run: pip install -r dev-requirements.txt
-
-      - name: Build Jupyter Book
-        run: jupyter-book build --html
-
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
           node-version: '20'
 
-      - name: Install Axe CLI and HTTP Server
-        run: npm install -g @axe-core/cli http-server
+      - name: Install Jupyter Book, Axe CLI, and HTTP Server
+        run: npm install -g jupyter-book @axe-core/cli http-server
+
+      - name: Build Jupyter Book
+        run: jupyter-book build --html
 
       - name: Run Axe Checks
         run: |

From 81b0df8213a4f2ceefee8d356f5cbb01038befbe Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:08:49 -0800
Subject: [PATCH 04/20] remove unnecessary

---
 myst.yml | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/myst.yml b/myst.yml
index b2a5f5c..6e6d9a0 100644
--- a/myst.yml
+++ b/myst.yml
@@ -84,9 +84,4 @@ site:
     favicon: content/images/favicon.ico
     folders: true
     hide_authors: true
-  template: book-theme
-sphinx:
-  config:
-    # This overrides the default theme (Sphinx Book Theme)
-    # to use your custom theme.
-    html_theme: quantecon_book_theme
+  template: book-theme
\ No newline at end of file

From 4dc9b303678be7b60ffeea9f10df7c3dcd66c8c0 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:12:00 -0800
Subject: [PATCH 05/20] fix chromedriver

---
 .github/workflows/a11y.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 6a9cc98..ba2b1f1 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -20,6 +20,9 @@ jobs:
 
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server
+    
+      - name: Install Matching ChromeDriver
+        run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
         run: jupyter-book build --html

From d77ce1415cce1de7d6ac1873b05b945365acf17b Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:16:21 -0800
Subject: [PATCH 06/20] increase timeout

---
 .github/workflows/a11y.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index ba2b1f1..6039d73 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -40,6 +40,7 @@ jobs:
           # C. Run Axe CLI on the discovered URLs
           axe $URLS \
             --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
+            --timeout 5000 \
             --save axe-report.json \
             --exit
 

From 4823604587f72d889c45f445962d7b88de0634a9 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:19:40 -0800
Subject: [PATCH 07/20] address timeout differently

---
 .github/workflows/a11y.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 6039d73..21bb3c8 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -40,7 +40,7 @@ jobs:
           # C. Run Axe CLI on the discovered URLs
           axe $URLS \
             --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
-            --timeout 5000 \
+            --webdriver-options '{"pageLoadTimeout": 20000}' \
             --save axe-report.json \
             --exit
 

From 472b9ed2a0845ceb0f9ec73ea6ca396f46f07c9e Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:23:40 -0800
Subject: [PATCH 08/20] another try at timeouts

---
 .github/workflows/a11y.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 21bb3c8..00150d2 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -21,7 +21,7 @@ jobs:
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server
     
-      - name: Install Matching ChromeDriver
+      - name: Install Matching ChromeDriver for Node v20
         run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
@@ -40,7 +40,8 @@ jobs:
           # C. Run Axe CLI on the discovered URLs
           axe $URLS \
             --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
-            --webdriver-options '{"pageLoadTimeout": 20000}' \
+            --timeout 30000 \
+            --browser-options '--disable-dev-shm-usage --no-sandbox' \
             --save axe-report.json \
             --exit
 

From 4b97d6f6f37a2ea43d392a0589277d79644d6087 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:25:35 -0800
Subject: [PATCH 09/20] try changing node version instead

---
 .github/workflows/a11y.yml | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 00150d2..30f0bfa 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -16,13 +16,13 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '20'
+          node-version: '18'
 
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server
     
-      - name: Install Matching ChromeDriver for Node v20
-        run: npx browser-driver-manager install chrome
+    #   - name: Install Matching ChromeDriver for Node v20
+    #     run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
         run: jupyter-book build --html
@@ -40,8 +40,6 @@ jobs:
           # C. Run Axe CLI on the discovered URLs
           axe $URLS \
             --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
-            --timeout 30000 \
-            --browser-options '--disable-dev-shm-usage --no-sandbox' \
             --save axe-report.json \
             --exit
 

From 1f6f7ff124b76e11e9c4e252f4577c2f7f1d7dd4 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:28:31 -0800
Subject: [PATCH 10/20] bump node back to 20

---
 .github/workflows/a11y.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 30f0bfa..0f34c79 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -16,7 +16,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '18'
+          node-version: '20'
 
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server

From 6a526e034628c688cafa67817d333bdd71d6c783 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:32:45 -0800
Subject: [PATCH 11/20] add back chromedriver install

---
 .github/workflows/a11y.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 0f34c79..2bc3a82 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -21,8 +21,8 @@ jobs:
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server
     
-    #   - name: Install Matching ChromeDriver for Node v20
-    #     run: npx browser-driver-manager install chrome
+      - name: Install Matching ChromeDriver for Node v20
+        run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
         run: jupyter-book build --html

From 4a4ef486f7e2703c3acc24e9ece272f9abbf5cce Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:44:32 -0800
Subject: [PATCH 12/20] chrome options

---
 .github/workflows/a11y.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 2bc3a82..59e443d 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -21,7 +21,7 @@ jobs:
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
         run: npm install -g jupyter-book @axe-core/cli http-server
     
-      - name: Install Matching ChromeDriver for Node v20
+      - name: Install Matching ChromeDriver for Axe
         run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
@@ -40,6 +40,7 @@ jobs:
           # C. Run Axe CLI on the discovered URLs
           axe $URLS \
             --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
+            --chrome-options "no-sandbox,disable-dev-shm-usage,disable-gpu,headless=new"
             --save axe-report.json \
             --exit
 

From ef25da834f6a50a582bef97d02f8fe3e68d7040c Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 14:56:37 -0800
Subject: [PATCH 13/20] custom script

---
 .github/workflows/a11y.yml | 12 +++----
 axe-scan.js                | 73 ++++++++++++++++++++++++++++++++++++++
 2 files changed, 77 insertions(+), 8 deletions(-)
 create mode 100644 axe-scan.js

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 59e443d..4773a2d 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -19,7 +19,7 @@ jobs:
           node-version: '20'
 
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
-        run: npm install -g jupyter-book @axe-core/cli http-server
+        run: npm install -g jupyter-book selenium-webdriver @axe-core/webdriverjs chromedriver http-server wait-on
     
       - name: Install Matching ChromeDriver for Axe
         run: npx browser-driver-manager install chrome
@@ -31,18 +31,14 @@ jobs:
         run: |
           # A. Start a local server in the background
           npx http-server ./_build/html -p 8080 -s &
-          sleep 5
+          npx wait-on http://localhost:8080
           
           # B. Generate the URL list from the actual build artifacts
           cd _build/html
           URLS=$(find . -name "*.html" -not -path "*/build/*" | sed 's|^\./||' | sed 's|^|http://localhost:8080/|' | tr '\n' ' ')          
           
-          # C. Run Axe CLI on the discovered URLs
-          axe $URLS \
-            --tags wcag2a,wcag2aa,wcag21a,wcag21aa \
-            --chrome-options "no-sandbox,disable-dev-shm-usage,disable-gpu,headless=new"
-            --save axe-report.json \
-            --exit
+          # C. Run custom script
+          node axe-scan.js $URLS
 
       - name: Upload Accessibility Report
         if: always() 
diff --git a/axe-scan.js b/axe-scan.js
new file mode 100644
index 0000000..4767a00
--- /dev/null
+++ b/axe-scan.js
@@ -0,0 +1,73 @@
+const { Builder } = require('selenium-webdriver');
+const chrome = require('selenium-webdriver/chrome');
+const AxeBuilder = require('@axe-core/webdriverjs');
+const fs = require('fs');
+
+// Get URLs from command line args
+const urls = process.argv.slice(2);
+
+(async function scan() {
+  const options = new chrome.Options();
+  options.addArguments('--headless=new'); 
+  options.addArguments('--no-sandbox');
+  options.addArguments('--disable-dev-shm-usage'); 
+  options.addArguments('--disable-gpu');
+  
+  // Initialize Driver
+  const driver = await new Builder()
+    .forBrowser('chrome')
+    .setChromeOptions(options)
+    .build();
+
+  const fullReport = [];
+  let hasErrors = false;
+
+  try {
+    // Set a very generous timeout for page loads (3 minutes)
+    await driver.manage().setTimeouts({ pageLoad: 180000, script: 180000 });
+
+    for (const url of urls) {
+      console.log(`Testing ${url} ...`);
+      
+      try {
+        await driver.get(url);
+
+        // Run Axe analysis
+        const results = await new AxeBuilder(driver)
+          .withTags(['wcag2a', 'wcag2aa', 'wcag21a', 'wcag21aa'])
+          .analyze();
+
+        if (results.violations.length > 0) {
+          console.log(`  FAILED: ${results.violations.length} violations found.`);
+          fullReport.push({
+            url: url,
+            violations: results.violations
+          });
+          hasErrors = true; 
+        } else {
+          console.log(`  PASSED`);
+        }
+        
+      } catch (e) {
+        console.error(`  CRASHED: Could not scan ${url}. Skipping.`);
+        console.error(`  Reason: ${e.message}`);
+        fullReport.push({
+          url: url,
+          error: "Browser crashed or timed out on this page",
+          details: e.message
+        });
+        hasErrors = true;
+      }
+    }
+
+    fs.writeFileSync('axe-report.json', JSON.stringify(fullReport, null, 2));
+    console.log('Report saved to axe-report.json');
+
+  } finally {
+    await driver.quit();
+  }
+
+  if (hasErrors) {
+    process.exit(1);
+  }
+})();
\ No newline at end of file

From 87212cc9d6c679c1852b1e65ddca1cd5bf0c3741 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:00:49 -0800
Subject: [PATCH 14/20] fix where command is run

---
 .github/workflows/a11y.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 4773a2d..07dc303 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -36,7 +36,8 @@ jobs:
           # B. Generate the URL list from the actual build artifacts
           cd _build/html
           URLS=$(find . -name "*.html" -not -path "*/build/*" | sed 's|^\./||' | sed 's|^|http://localhost:8080/|' | tr '\n' ' ')          
-          
+          cd ../..
+
           # C. Run custom script
           node axe-scan.js $URLS
 

From 8d94d1b2ec983b0029f28fc272e133b8b5b4349b Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:05:30 -0800
Subject: [PATCH 15/20] remove global installation

---
 .github/workflows/a11y.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 07dc303..1d3aa84 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -19,10 +19,10 @@ jobs:
           node-version: '20'
 
       - name: Install Jupyter Book, Axe CLI, and HTTP Server
-        run: npm install -g jupyter-book selenium-webdriver @axe-core/webdriverjs chromedriver http-server wait-on
+        run: npm install jupyter-book selenium-webdriver @axe-core/webdriverjs chromedriver http-server wait-on
     
-      - name: Install Matching ChromeDriver for Axe
-        run: npx browser-driver-manager install chrome
+    #   - name: Install Matching ChromeDriver for Axe
+    #     run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
         run: jupyter-book build --html

From b3832bdba20c508c6acd155269af8bebd3cf9098 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:08:41 -0800
Subject: [PATCH 16/20] access jb command correctly

---
 .github/workflows/a11y.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 1d3aa84..42a2eda 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -25,7 +25,7 @@ jobs:
     #     run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
-        run: jupyter-book build --html
+        run: npx jupyter-book build --html
 
       - name: Run Axe Checks
         run: |

From cabc2a9567505831c10ac70405faf12c26198c43 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:17:33 -0800
Subject: [PATCH 17/20] verbose output

---
 .github/workflows/a11y.yml |  5 +----
 axe-scan.js                | 26 +++++++++++++++++++-------
 2 files changed, 20 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 42a2eda..81650cf 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -18,11 +18,8 @@ jobs:
         with:
           node-version: '20'
 
-      - name: Install Jupyter Book, Axe CLI, and HTTP Server
+      - name: Installs
         run: npm install jupyter-book selenium-webdriver @axe-core/webdriverjs chromedriver http-server wait-on
-    
-    #   - name: Install Matching ChromeDriver for Axe
-    #     run: npx browser-driver-manager install chrome
 
       - name: Build Jupyter Book
         run: npx jupyter-book build --html
diff --git a/axe-scan.js b/axe-scan.js
index 4767a00..676ba1b 100644
--- a/axe-scan.js
+++ b/axe-scan.js
@@ -5,6 +5,7 @@ const fs = require('fs');
 
 // Get URLs from command line args
 const urls = process.argv.slice(2);
+console.log(`\nStarting Axe scan on ${urls.length} pages...\n`);
 
 (async function scan() {
   const options = new chrome.Options();
@@ -26,28 +27,38 @@ const urls = process.argv.slice(2);
     // Set a very generous timeout for page loads (3 minutes)
     await driver.manage().setTimeouts({ pageLoad: 180000, script: 180000 });
 
-    for (const url of urls) {
-      console.log(`Testing ${url} ...`);
-      
+    for (let i = 0; i < urls.length; i++) {
+      const url = urls[i];
+      console.log(`[${i + 1}/${urls.length}] Testing ${url} ...`);
+
       try {
         await driver.get(url);
 
-        // Run Axe analysis
         const results = await new AxeBuilder(driver)
           .withTags(['wcag2a', 'wcag2aa', 'wcag21a', 'wcag21aa'])
           .analyze();
 
         if (results.violations.length > 0) {
           console.log(`  FAILED: ${results.violations.length} violations found.`);
+          results.violations.forEach((violation) => {
+            console.log(`    [${violation.impact.toUpperCase()}] ${violation.id}: ${violation.help}`);
+            console.log(`    Help URL: ${violation.helpUrl}`);
+            
+            violation.nodes.forEach((node) => {
+               console.log(`      - Selector: ${node.target.join(' ')}`);
+            });
+            console.log(''); // Empty line for readability
+          });
+
           fullReport.push({
             url: url,
             violations: results.violations
           });
-          hasErrors = true; 
+          hasErrors = true;
         } else {
           console.log(`  PASSED`);
         }
-        
+
       } catch (e) {
         console.error(`  CRASHED: Could not scan ${url}. Skipping.`);
         console.error(`  Reason: ${e.message}`);
@@ -60,8 +71,9 @@ const urls = process.argv.slice(2);
       }
     }
 
+    // Save JSON report
     fs.writeFileSync('axe-report.json', JSON.stringify(fullReport, null, 2));
-    console.log('Report saved to axe-report.json');
+    console.log('\nReport saved to axe-report.json');
 
   } finally {
     await driver.quit();

From 9862fe957f0a8e97a786ceba21ad47138f892b2d Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:21:41 -0800
Subject: [PATCH 18/20] fix report path

---
 .github/workflows/a11y.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 81650cf..47e04e1 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -43,4 +43,4 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: axe-report
-          path: _build/html/axe-report.json
\ No newline at end of file
+          path: axe-report.json
\ No newline at end of file

From df023be477151ba524a2df58364ecf5c8a28c463 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:23:36 -0800
Subject: [PATCH 19/20] badges

---
 README.md | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 4e389d3..9aac8b6 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,15 @@
-# textbook
-Textbook for Data 88E: Economic Models at UC Berkeley
+# Textbook for Data 88E: Economic Models at UC Berkeley
 
-Content is stored in the content folder. Order of textbook can be changed from _toc.yml file.
+[![Jupyter Book (via myst) GitHub Pages Deploy](https://github.com/data-88e/textbook/actions/workflows/deploy.yml/badge.svg)](https://github.com/data-88e/textbook/actions/workflows/deploy.yml) [![Accessibility Checks](https://github.com/data-88e/textbook/actions/workflows/a11y.yml/badge.svg)](https://github.com/data-88e/textbook/actions/workflows/a11y.yml)
+
+Content is stored in the content folder. Order of textbook can be changed from the `myst.yml` file.
 
 To build the textbook, run
 ```
 jupyter-book build .
 ```
 
-This will output HTML to `_build/html`, which can be copied to `docs` in order to be served on GitHub Pages.
+This will output HTML to `_build/html`.
 
 
 # NOTE: Chapter 4 - shifts.ipynb

From b2cca060a03ea909301aaa38020c51b9370de3c6 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Wed, 3 Dec 2025 15:27:05 -0800
Subject: [PATCH 20/20] additional options

---
 axe-scan.js | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/axe-scan.js b/axe-scan.js
index 676ba1b..f0feddb 100644
--- a/axe-scan.js
+++ b/axe-scan.js
@@ -13,6 +13,11 @@ console.log(`\nStarting Axe scan on ${urls.length} pages...\n`);
   options.addArguments('--no-sandbox');
   options.addArguments('--disable-dev-shm-usage'); 
   options.addArguments('--disable-gpu');
+  // see if these help with the production/shifts page crashing
+  options.addArguments('--window-size=1920,1080');
+  options.addArguments('--disable-extensions');
+  options.addArguments('--disable-infobars');
+  options.addArguments('--disable-software-rasterizer');
   
   // Initialize Driver
   const driver = await new Builder()