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What it does

One front door

subfleet run classifies the task, picks a provider and lane from live capacity, and can explain every routing decision with --why

Lanes, not logins

Each Codex home and each enrolled Claude setup token is a dispatch lane; the app login you sit in never rotates

Hardened runners

Retries on transient failures, re-picks the lane after a mid-run usage limit, and snapshots dirty git state to salvage refs on any exit

Quota watchdog

Five-hour and weekly windows per account, auth health, app-shadow detection, and alerts that fire on transitions rather than every pass

Durable run ledger

Every dispatch keeps its exact prompt, output, errors, and metadata; subfleet runs lists them, runs show replays one

Session mirror

Claude desktop sessions from every account share one combined sidebar, so switching accounts hides nothing

Dispatch

The router accepts prompt text or a prompt file, chooses a model family by transparent pattern rules, consults the shared capacity view, and records the decision. Explicit pins stay pins; everything else is machinery.

subfleet run --why -C /path/to/project -o result.md "Fix the failing retry test"
subfleet codex -m MODEL_NAME -C "$PWD" -p task.md -o result.md
subfleet claude -A -m MODEL_NAME -C "$PWD" -p task.md -o result.md

An unpinned run auto-picks a lane and re-picks if that lane hits a usage limit mid-run. A bin/codex shim extends the same lane selection to bare codex exec calls from other tools.

Quick start

Monitoring only? pip install subfleet ships the status, capacity, and ledger commands (v0.0.1 on PyPI). The dispatch runners come with the repository checkout:

1

Clone and sync

git clone https://github.com/MaxGhenis/subfleet && cd subfleet && uv sync

2

Configure accounts

Copy accounts.example.json to ~/.config/subfleet/accounts.json and list your Claude addresses and Codex homes

3

Enroll lanes

claude setup-token | subfleet enroll you@example.com per Claude account, subfleet login codex 1 per Codex home, then subfleet status

Requirements