code rabbit suggestion

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

.github/actions/ai-generated-release-notes/determine-category.js

@@ -28,7 +28,7 @@ try {
   }
 
   const data = JSON.stringify({
-    model: 'gpt-4o-mini',
+    model: 'gpt-4.1-mini',
     messages: [
       {
         role: 'system',
@@ -71,30 +71,26 @@ try {
         const rawContent = response.choices[0].message.content.trim();
         console.log('Raw content from OpenAI:', rawContent);
 
-        let category;
-        try {
-          category = JSON.parse(rawContent);
-          console.log('Parsed category:', category);
-        } catch (parseError) {
-          console.log(
-            'JSON parse error, using raw content:',
-            parseError.message,
-          );
-          category = rawContent;
-        }
+        //CHANGED HOW IT READS THE CATEGORY TO AVOID ERRORS WHEN LLM DOESNT ANSWER A JSON
 
-        // Validate the category response
         const validCategories = [
           'Features',
           'Bugfixes',
           'Enhancements',
           'Maintenance',
         ];
-        if (validCategories.includes(category)) {
+        const lowerContent = rawContent.toLowerCase();
+        const category = validCategories.find(cat =>
+          lowerContent.includes(cat.toLowerCase()),
+        );
+        if (category) {
           console.log('OpenAI categorized as:', category);
           setOutput('result', category);
         } else {
-          console.log('Invalid category from OpenAI:', category);
+          console.log(
+            'No valid category found in OpenAI response:',
+            rawContent,
+          );
           console.log('Valid categories are:', validCategories);
           setOutput('result', 'null');
         }

.github/actions/ai-generated-release-notes/generate-summary.js

@@ -28,7 +28,7 @@ try {
   console.log('CodeRabbit comment body:', commentBody);
 
   const data = JSON.stringify({
-    model: 'gpt-4o-mini',
+    model: 'gpt-4.1-mini',
     messages: [
       {
         role: 'system',

.github/workflows/ai-generated-release-notes.yml

@@ -83,11 +83,22 @@ jobs:
           PR_DETAILS: ${{ steps.pr-details.outputs.result }}
           SUMMARY_DATA: ${{ steps.generate-summary.outputs.result }}
 
+      # Internal bot doesn't trigger workflows on commit; switching to Actual Bot App
+      - name: Generate GitHub App token
+        if: steps.check-first-comment.outputs.result == 'true' && steps.check-release-notes-exists.outputs.result == 'false' && steps.generate-summary.outputs.result != 'null' && steps.determine-category.outputs.result != 'null' && steps.determine-category.outputs.result != ''
+        id: app-token
+        uses: actions/create-github-app-token@v2
+        with:
+          app-id: ${{ vars.ACTUAL_BOT_APP_ID }}
+          private-key: ${{ secrets.ACTUAL_BOT_PRIVATE_KEY }}
+          owner: actualbudget
+          repositories: actual
+
       - name: Create and commit release notes file via GitHub API
         if: steps.check-first-comment.outputs.result == 'true' && steps.check-release-notes-exists.outputs.result == 'false' && steps.generate-summary.outputs.result != 'null' && steps.determine-category.outputs.result != 'null' && steps.determine-category.outputs.result != ''
         run: node .github/actions/ai-generated-release-notes/create-release-notes-file.js
         env:
-          GITHUB_TOKEN: ${{ secrets.ACTIONS_UPDATE_TOKEN }}
+          GITHUB_TOKEN: ${{ steps.app-token.outputs.token }}
           GITHUB_REPOSITORY: ${{ github.repository }}
           GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
           SUMMARY_DATA: ${{ steps.generate-summary.outputs.result }}
@@ -97,7 +108,7 @@ jobs:
         if: steps.check-first-comment.outputs.result == 'true' && steps.check-release-notes-exists.outputs.result == 'false' && steps.generate-summary.outputs.result != 'null' && steps.determine-category.outputs.result != 'null' && steps.determine-category.outputs.result != ''
         run: node .github/actions/ai-generated-release-notes/comment-on-pr.js
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_TOKEN: ${{ steps.app-token.outputs.token }}
           GITHUB_REPOSITORY: ${{ github.repository }}
           GITHUB_EVENT_ISSUE_NUMBER: ${{ github.event.issue.number }}
           SUMMARY_DATA: ${{ steps.generate-summary.outputs.result }}

upcoming-release-notes/6917.md

@@ -0,0 +1,6 @@
+---
+category: Enhancements
+authors: [lelemm]
+---
+
+Enhance auto-generated release notes with improved model, category extraction, and GitHub App token integration.