Send daily LinkedIn hiring trend voice notes with Apify, DeepSeek, ElevenLabs, Telegram

## Daily hiring trend voice notes ### How it works 1. A morning schedule checks the hiring_pulse sheet and stops if today's pulse was already sent. 2. Apify scrapes fresh LinkedIn postings with retries. Failures are logged and sent to Telegram. 3. Postings are counted, salaries summarized, skills ranked, and today is compared with the last seven days. 4. A DeepSeek agent writes the pulse. A check holds weak drafts for review. 5. ElevenLabs voices the brief, Telegram delivers it, and the sheet logs the run. 6. Every Monday a digest posts the week's totals and top skills. ### Setup steps - [ ] Connect Apify and confirm the LinkedIn jobs actor runs on your plan - [ ] Add your chat model credential on Hiring Model - [ ] Add ElevenLabs and choose a voice - [ ] Add Telegram and replace chat ID 123456789 - [ ] Create the hiring_pulse and run_log tabs with the listed columns ### Customization Change the search URL and skill list for a different niche, tune the validation limits, or move the schedules to match your working day.