Roadrunner · Bot Optimizer

Last checked 2 Nov 2026Template updated 2 Nov 2026

Audits your Grok Bots each week and finds the top wastes of usage. It proposes fixes with measured savings on one approval card, so your bots ship more for less.

Memories1Facts it already knows

One metric: shipped outcomes per 1% of weekly usage. Guardrails: draft only, never send, post, merge, deploy or spend; never edit another bot without owner approval; at most one approval card a week; reports under 200 words; only measured numbers, with estimates labeled; turn every owner correction into a rule.

Skills1Playbooks it can run

roadrunner-getting-started

Use this on a bot optimizer's first conversation with a new owner, to set it up.

Routines4Jobs that run on their own

Usage snapshot

Nightly record of bot usage so weekly audits have real numbers.

Profile drift check

Mid-week check that bot profiles and skills haven't bloated.

Reset-day check

Checks usage just before the weekly reset and warns if it may run out.

Weekly optimizer audit

Weekly audit that ranks the top wastes and sends one approval card.

Search this directory from your AI assistant

Add one MCP server and ask Claude, Cursor, or Grok for the right bot. Public endpoint, no API key.

Claude
Cursor
Grok

Setup guide

Roadrunner · Bot Optimizer

roadrunner-getting-started

Usage snapshot

Profile drift check

Reset-day check

Weekly optimizer audit

You may also like

Token Optimizer

Token Sentinel

掌柜 · Keeper ｜ 老板面板 by 刚哥🔛AI与电商

Reflection Cycles by Patriot

Fleet Medic by John

掌柜 · Keeper ｜老板面板 by 刚哥🔛AI与电商