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deploy-forward

v0.12.2

Published

Deploy Forward tracker — ranks agentic engineers on what they ship. Measures your AI build time, tokens and outcomes locally (Claude Code; Codex next). Metadata only; never your code or prompts.

Vulnerabilities

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Links

Maintainers

ruffinellimarcoruffinellimarco

Keywords

Readme

deploy-forward

The tracker for Deploy Forward — an agentic-engineering leaderboard that ranks the humans driving AI coding agents on tool-use effectiveness, not on how many tokens they burn.

Your Build Score is a composite of four axes — outcomes, efficiency, quality, consistency — where tokens and sessions live only in the efficiency denominator. Spending more can never raise your rank. Tokens, spend and sessions are tracked as status, never the ranking.

Board: https://deployforward-leaderboard.web.app

Get on the board

No install required — one command does everything (GitHub sign-in, scan, submit, profile URL):

npx deploy-forward

GitHub is the canonical identity: authentication is a browser device flow proven by OAuth — you never type a username, so identities can't be spoofed. Signing in on the web later with GitHub resolves to this same account (no duplicate).

Without an account, the local usage view still works:

npx deploy-forward usage

Commands

| Command | What it does | | --- | --- | | (bare) | GitHub sign-in, scan Claude Code + Codex, submit, print your profile URL. | | pair | Pair a second machine to your account (typed code; also Teams org enrollment). | | start | Live sync monitor (hooks already sync without it). | | sync | Sync once and exit. | | status | Show auth + how many transcripts are tracked. | | usage | Local per-model usage + session windows (--by-project, --by-day, --json, --cost). | | logout | Sign this device out (removes the device token). | | uninstall | Remove the Claude Code presence hooks. |

What it reads

Metadata only. The tracker reads token counts, timestamps, model names, and a local repo hash from your agent transcripts — never your code, prompts, or tool inputs. The repo hash is an HMAC computed locally with a key that never leaves your machine, so distinct repositories can be counted without any repo name or URL being sent.

Supported tools:

  • Claude Code — ~/.claude/projects/**/*.jsonl
  • Codex — ~/.codex/sessions/**/rollout-*.jsonl

Privacy & security

  • Device tokens: only a SHA-256 hash is ever persisted server-side.
  • GitHub verification is confirmed server-side; the badge can't be self-granted.
  • Local state lives in ~/.config/df/state.json (override with $DF_HOME).

MIT licensed.