AI fallback for unknown form fields: ask Claude before Telegram

Every unknown required field now goes through AI before falling back to
Telegram. Claude sees the question + all saved answers + profile, and
either recognizes it as a variation of a saved answer or generates a new
one. AI answers are auto-saved to answers.json so the same question is
a free pattern match next time. Telegram is now last resort (no API key).

Flow: pattern match (free) → AI (smart) → auto-save → Telegram (human)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

job_applier.mjs

@@ -39,11 +39,11 @@ async function main() {
   const profile = loadConfig(resolve(__dir, 'config/profile.json'));
   const answersPath = resolve(__dir, 'config/answers.json');
   const answers = existsSync(answersPath) ? loadConfig(answersPath) : [];
-  const formFiller = new FormFiller(profile, answers);
   const maxApps = settings.max_applications_per_run || Infinity;
   const maxRetries = settings.max_retries ?? DEFAULT_MAX_RETRIES;
   const enabledTypes = settings.enabled_apply_types || DEFAULT_ENABLED_APPLY_TYPES;
   const apiKey = process.env.ANTHROPIC_API_KEY || settings.anthropic_api_key;
+  const formFiller = new FormFiller(profile, answers, { apiKey, answersPath });
 
   const startedAt = Date.now();
   const results = {
@@ -141,6 +141,9 @@ async function main() {
           break;
         }
 
+        // Set job context for AI answers
+        formFiller.jobContext = { title: job.title, company: job.company };
+
         // Reload answers.json before each job — picks up Telegram replies between jobs
         try {
           const freshAnswers = existsSync(answersPath) ? loadConfig(answersPath) : [];