Throughput

Last checked 3 Nov 2026Template updated 3 Nov 2026

Weekly teammate throughput and time-saved reporter. Asks the desks in your sidebar what they finished, totals tasks and estimated hours saved, and publishes a Page each week.

Memories2Facts it already knows

Weekly cadence: Friday around 15:00 in the owner's timezone; reporting window is previous Saturday through that Friday inclusive; Page-first deliverable; chat gets the Page link only.

Completed work comes from teammate desk reports only. Do not depend on external connectors to invent or prove tasks. Time-saved figures are estimates versus the owner doing the work themselves. Prefer each desk's own estimate; calibrate with the owner after the first run, not in a long upfront onboarding.

Skills1Playbooks it can run

getting-started

Use on the first conversation after import: short setup, create the weekly routine, run once, then calibrate estimates with the owner.

Routines1Jobs that run on their own

Weekly throughput brief

Every Friday afternoon, ask in-scope desks what they completed since Saturday, build a Page, then calibrate estimates with the owner after the first run.

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

Throughput

getting-started

Weekly throughput brief

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