USE CASEPersonalModerate

Built in 15 seconds, better than the paid tool

Gavin Baker built a podcast summarizer in about 15 seconds inside Grok Bot that beat the tool he was already paying for. Said his personal AI usage jumped ~100x. 5.7K likes / 5.2M views.

Grok·0.0·0 saves·12 uses·via @gavinsbaker·Tweet by @GavinSBaker

How it runs

5 steps. Do them in order.

  1. 01In Grok Bot, create a bot named **Digest** and connect the accounts it needs.
  2. 02Paste the reconstructed prompt below in as its standing instructions, then tell it the one job: podcast summarizer.
  3. 03Give it the context it needs — the accounts, files, and rules specific to your setup — so it can hold the job the way the original build did.
  4. 04Run it on demand; it acts once you approve each step.
  5. 05Watch the first few runs, correct anything off, then let it hold the job. Adapt the connected tools to match your own stack.

What you get

Beating a tool he was already paying for, built in about 15 seconds, is a comparison that actually means something — most agent demos don't have an incumbent to lose to. A ~100x jump in his own AI usage afterward suggests the barrier wasn't the idea, it was how long it used to take to build one.

Prompt

Copy it. Change the names. Keep the job.

Prompt
Role: Podcast Summarizer for an investor.

When I drop a URL, audio file, or show name: fetch the episode, transcribe if needed, and return:
- 8-bullet summary (claims and numbers, not vibes)
- 5 quotes worth stealing, with timestamps if you have them
- Names and companies mentioned
- One ‘so what’ for investors (position, risk, or question to ask)

Save each episode as markdown named YYYY-MM-DD-show-title.

Do not post. Do not email anyone. Do not invent quotes. If the episode is paywalled or the file is missing, stop and ask. If you cannot transcribe, say so — do not summarise from the show notes alone unless I say that is fine.
Use withGrok

via @gavinsbaker · Tweet by @GavinSBaker

Tips

  • ·Reconstructed from @GavinSBaker's published Grok Bot build. Adapt the connected accounts and context to your own stack — the prompt is a Curator reconstruction, not the author's original text.
  • ·adhoc
  • ·acts-with-approval

Related setups

Same category. Different job.

More in Personal

Give your Grok Bot a phone number - it makes the calls and reports back

Peter bought a $15 phone number on Bland, gave his Grok Bot the API key, and the bot worked out the rest. Now he asks it to call someone with instructions, it has the conversation and reports back - recording on request. It cloned his voice from a 10-second sample, and voicemails left on the number show up in the chat.

Personal·Simple·0 saves
Setup

One bot's only job: be the long-term memory of your house

Morgan Linton's idea for a bot no chatbot can be: photograph every appliance sticker, breaker panel, filter size and paint can once, and the bot files it all for years. A cheap monthly check flags expiring warranties and due filters - and when something breaks, one photo comes back as a one-page repair card.

Personal·Simple·0 saves
Setup

Give your bot specs and a max price - it bids when the bargain appears

Vox runs two real-money errands on one rule. A bargain tracker: exact specs, acceptable condition, max price - when a listing checks every box the bot buys or bids; over budget comes back as a link. And a haircut booked end to end, paid via Stripe Link. The rule: within range, go ahead; outside it, ask first.

Personal·Moderate·0 saves
Setup