Agentic OS

Usage Leaderboard

A friendly, privacy-safe scoreboard of how much we're each getting out of our agents — tokens, tasks, sessions, skills and more. Identity is a chosen alias, and only aggregate numbers ever leave your machine.

View the leaderboard →

You'll be asked for the shared password.

What it tracks

Token spendInput + output tokens
Tasks completedwith the human / agent / co-work split
Agent sessionssessions + sub-agents spawned
Skills usedcount + which skills
MCP toolscount + which tools
Modules touchedwhich modules you opened

How it works

Each person's own machine builds a small daily summary from its local databases — purely counts and sums, plus the names of skills / tools / models used — and pushes it to an always-on receiver. The board ranks contributors by each metric over a 30 / 60 / 90-day window, with a week-over-week trend and the group median. Your machine can be offline whenever; it catches up the next time it's online.

What is & isn't shared

What leaves your machine

  • Daily counts & sums per metric — tokens, tasks, sessions, skills, MCP calls, modules
  • The names of the skills, MCP tools, models and modules you used
  • Your chosen alias — never your real name or email

What never leaves

  • Task titles, prompts, file paths, repo names
  • Tool arguments, message bodies, session names
  • Anything that isn't an aggregate count or an enumerated dimension name

This is enforced by construction: the summary query can only ever select counts, sums and enumerated dimension names — it's structurally incapable of carrying free text, and the receiver rejects anything that doesn't match that strict shape.

How to join & create your alias

  1. 1

    Ask for an invite

    Sharing is invite-based. You'll be given a receiver endpoint and a personal bearer token.

  2. 2

    Pick your alias

    On your own Agentic OS, open Sharing settings on the /lb page (it's editable only on your own machine). Choose a display alias — that's your identity on the board, not your real name.

  3. 3

    Paste endpoint + token, opt in

    Enter the endpoint and token, then toggle “Opt in & share”. (Or set the AGENTIC_OS_INSIGHTS_HANDLE / ENDPOINT / TOKEN environment variables.)

  4. 4

    You're on the board

    Your machine pushes one aggregate-only rollup per day. Stop any time with the one-click “Stop sharing” switch — nothing further leaves your machine.

Go to the leaderboard →

Aggregates only — no task titles, prompts, file paths, or real names leave any machine. Identity is a chosen alias.