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Quota alarm triage: cut routine freq, prune memory, write bans

Quota alarms. Buying more credits feels easier than cleaning what each bot carries every turn.

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What hurt

Mai Yang (@MaiYangAI) maps Cursor’s agent-harness token cuts (shorter prompts, selective tools, cache, compressed reads) onto Grok Bot quota care: lower routine frequency, prune expired memory, write clear bans — more useful than opening a new quota. When the meter screams, first check how much useless context each bot carries per turn. Tip only — no invented prompt. Not affiliated with xAI.

What to install or create

Alarm → inventory per-bot baggage → cut routines → prune memory → write bans. New quota last.

Bots

  • Token / quota officer (optional)

    Lists heavy routines and fat memory when the meter alarms.

Plugins

  • None on day one. Follow the first-run steps.

Files

  • Optional: one-page ban list each bot must read (never send / never buy / never …).

Routines

  • None on the first run. Watch one manual pass first.

The prompt

This is a tip, not a pasteable system prompt. The author did not publish one. Follow the first-run steps.

First run

  1. 1Read https://x.com/MaiYangAI/status/2102905702549533157.
  2. 2When quota alarms, list what each bot carries every turn (skills, memory, tool dumps).
  3. 3Lower routine frequency first. Pause chatty bot-to-bot loops.
  4. 4Prune expired memory. Write clear bans so the bot stops retrying forbidden paths.
  5. 5Only then consider more quota — after the harness is lean.

Approval fence

Do not buy credits or change billing without your yes. Deleting memory is irreversible — confirm first.

What to tweak

Steal the triage order. Clean harness before you buy more meter.

Source

Mai Yang @MaiYangAI · Original post

Not affiliated with xAI. We did not write this prompt. Third-party template terms still apply.

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