Auto-deploy: 2026-08-05 17:08:23

server/generate_cv.php

@@ -401,7 +401,8 @@ PROMPT;
                     if ($b !== '') $bullets[] = $b;
                 }
             }
-            if (empty($bullets)) {
+            $fromAi = !empty($bullets);
+            if (!$fromAi) {
                 foreach ($role['bullets'] as $b) {
                     $bullets[] = $b['text'];
                 }
@@ -413,6 +414,32 @@ PROMPT;
             $cap = $d['caps'][$ri] ?? 2;
             $bullets = array_slice($bullets, 0, $cap);
 
+            // The model also errs the other way, returning fewer bullets than
+            // the layout has room for. An empty slot is wasted page space, and
+            // worse, it can strand a skill in the Technical Skills line with no
+            // supporting evidence anywhere in the experience. Top up from the
+            // master bullets the model did not pick, keeping its ordering first.
+            // Which master bullets did the model already use? Match on the
+            // "roleIndex.bulletIndex" ids it returns, not on the text: it
+            // rewrites wording to carry the job's keywords, so comparing strings
+            // would treat a rewritten bullet as a new one and print the same
+            // fact twice. Without usable ids we cannot tell what was used, so we
+            // leave the role as-is rather than risk a duplicate.
+            $usedIdx = [];
+            foreach (($aiRoles[$ri]['bullet_ids'] ?? []) as $bid) {
+                $parts = explode('.', (string)$bid);
+                if (count($parts) === 2) $usedIdx[] = (int)$parts[1];
+            }
+
+            if ($fromAi && $usedIdx && count($bullets) < $cap) {
+                foreach ($role['bullets'] as $bi => $master) {
+                    if (count($bullets) >= $cap) break;
+                    if (!in_array($bi, $usedIdx, true)) {
+                        $bullets[] = $master['text'];
+                    }
+                }
+            }
+
             $experienceBlock .= '<ul>';
             foreach ($bullets as $b) {
                 $experienceBlock .= '<li>' . e($b) . '</li>';