Five reasons they left, five things to ship this week
After the win-back emails, Liam's bot analysed overnight why people left and turned that into a 5-step plan. Same tweet as the win-back campaign — this is the research half of the job.
Connect Supabase MCP and ask for table shapes, RLS notes, and recent error logs.
3 steps. Do them in order.
Copy it. Change the names. Keep the job.
Same category. Different job.
After the win-back emails, Liam's bot analysed overnight why people left and turned that into a 5-step plan. Same tweet as the win-back campaign — this is the research half of the job.
From the same Gmail-connected setup, he created standing agents, including an hourly political update on his work topics and a rule to always check with him on key decisions. No posting. Cite sources. Stay quiet if nothing new.
Julie McCann had a Grok Bot go through 557 chats across all her projects, extract every art prompt, and sort them by subject into one searchable library — 13,425 in total. When it hit context limits it switched to smaller blocks on its own and finished the ~30-hour job.