explaingit

purpleorangeai/rate-limit-handoff

Analysis updated 2026-05-18

2PythonAudience · developerComplexity · 2/5LicenseSetup · easy

TLDR

A Python CLI that saves your exact task state to a living handoff.md file when an AI coding tool hits a rate limit, so you can wait, switch tools, or schedule a return without losing context.

Mindmap

mindmap
  root((repo))
    What it does
      Writes living handoff file
      Three continuity routes
      Parses usage status
    Tech stack
      Python
      Stdlib only
    Use cases
      Switch AI tools mid task
      Schedule reset resume
      Brief agents on limits
    Audience
      Multi tool AI users

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Preserve exact task context before switching from Claude Code to Codex when you hit a usage limit

USE CASE 2

Schedule an automatic resume command for when your AI tool's rate limit resets

USE CASE 3

Give any AI assistant reusable instructions so it proactively offers a handoff before you run out of capacity

USE CASE 4

Parse a pasted usage status message to see remaining percentage and reset time at a glance

What is it built with?

Python

How does it compare?

purpleorangeai/rate-limit-handoff0-bingwu-0/live-interpreter010zx00x1/faresnipe
Stars222
LanguagePythonPythonPython
Setup difficultyeasymoderateeasy
Complexity2/52/52/5
Audiencedevelopergeneralgeneral

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Pure Python standard library with no accounts or API keys needed to get started.

You can use, modify, and distribute this software freely, including for commercial purposes, as long as you keep the copyright notice.

In plain English

rate-limit-handoff is a Python command line tool for people who use multiple AI coding assistants like Claude Code, Codex, Grok, Antigravity, or Cursor, and who regularly run into usage limits with one of them mid-task. Instead of losing track of what you were doing when a tool becomes unavailable, this tool writes everything that matters, the decisions made so far, what was tried and rejected, and the exact next step, into a single living file called handoff.md before you switch away. It offers three ways to keep working through a rate limit. You can wait for the same model to become available again, with an optional command that runs automatically once your stated reset time arrives. You can hand off immediately to a different AI tool, continuing the same task in a new assistant right away. Or you can switch temporarily and schedule an automatic return to the original tool later, so the switch is not permanent. Setting it up runs an init command that creates the handoff.md file and a small set of folders holding reusable instructions, called skills, that you can paste into whichever AI tool you use so it knows to offer these three options itself when it senses you are running low on capacity. It can also parse a pasted status message from tools like Codex to extract how much usage percentage remains and when it resets. The tool only ever runs the exact command you explicitly give it, splitting that command into its parts rather than passing it to a shell, and any scheduled resume it sets up runs locally as a best effort background job, not a guaranteed service that survives a reboot. It does not check any AI provider's servers to confirm capacity has actually returned, it relies on the time you told it. The project has no required external libraries beyond Python's own standard library and is released under the MIT license.

Copy-paste prompts

Prompt 1
Run rate-limit-handoff --init in this project and show me what handoff.md looks like
Prompt 2
Set up a same model wait scheduled for 4pm using rate-limit-handoff with an auto run command
Prompt 3
Hand off my current Claude Code session to Codex using rate-limit-handoff, then return to Claude at 4pm
Prompt 4
Parse this usage status text with rate-limit-handoff and tell me how much capacity is left

Frequently asked questions

What is rate-limit-handoff?

A Python CLI that saves your exact task state to a living handoff.md file when an AI coding tool hits a rate limit, so you can wait, switch tools, or schedule a return without losing context.

What language is rate-limit-handoff written in?

Mainly Python. The stack also includes Python.

What license does rate-limit-handoff use?

You can use, modify, and distribute this software freely, including for commercial purposes, as long as you keep the copyright notice.

How hard is rate-limit-handoff to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is rate-limit-handoff for?

Mainly developer.

Open on GitHub → Explain another repo

This repo across BitVibe Labs

Verify against the repo before relying on details.