Engineering
Cut the ten habits that empty a Grok Bot budget
Usage limits hit before the useful work does.
What hurt
Warren Redlich listed the token burners that empty a Grok Bot (or any agent) budget fastest: browsing like a human with screenshots, mega-bots that reload unused context, hourly “any updates?” polling, never-reset long chats, re-teaching via interviews, dumping whole repos or PDFs, unscoped monitors, high reasoning on tiny tasks, tool loops that refetch the same page, and bots that narrate when they should stay quiet.
What to install or create
Default to atomic bots, short profiles, Skills instead of re-explaining, connectors over screenshots, dispatch big jobs out of the main thread, event listeners instead of polling when you can, and a new chat when the old one is ballast. Silence is a valid completion when there is nothing to report.
Bots
Budget coach
Audits one bot or routine against the top-10 burn list. Suggests cuts. Does not spend.
Plugins
None on day one. Follow the first-run steps.
Routines
None on the first run. Watch one manual pass first.
The prompt
Paste to audit one bot or routine
Checklist condensed from Warren Redlich’s published top-10 list in the cited post.
Last line is our approval fence: Never send, post, spend, or buy without my explicit yes.
Audit this bot or routine against these token burners and propose concrete cuts. Do not spend credits to "prove" a point.
1) Browsing like a human (screenshots, page-by-page clicks)
2) Mega-bots that reload unused context on small asks
3) Polling routines ("any updates?") when an event listener would do
4) Long chats that never reset
5) Re-teaching via interviews instead of a written skill/spec
6) Dumping whole repos, PDFs, or logs into chat
7) Unscoped monitors (all Slack / all PRs / whole web)
8) High reasoning on tiny yes/no tasks
9) Tool loops that refetch the same page
10) Status pings and narration when silence would do
Cheap defaults: atomic bots, short profiles, skills, connectors over screenshots, dispatch big work out of the main thread, scoped listeners, new chat when the old one is ballast.
Never send, post, spend, or buy without my explicit yes.First run
- 1Pick one noisy bot or hourly routine.
- 2Paste the burn-audit checklist and ask for cuts tied to that bot.
- 3Split mega-bots; replace polling with a scoped event listener when possible.
- 4Move big jobs to a short, self-contained brief; start a fresh chat when history is ballast.
- 5Prefer connectors and Skills over screenshot browsing and re-teaching.
Approval fence
Cost tips only. Do not spend on-demand credits or buy anything from this page.
What to tweak
Steal the cheap defaults. The waste is almost never the model; it is unused context and loops that cannot act.
Source
Warren Redlich @WR4NYGov · Original post
Not affiliated with xAI. We did not write this prompt. Third-party template terms still apply.