bama
BAMA: Build Any Mac App. Agent skills to research, clone, design, build, optimize, and test native macOS apps with Swift and SwiftUI.
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一分鐘完成驗證Hand an AI a multi-hour project; Marathon runs it to a scored finish. A free skill for Claude Code and the OpenAI Codex CLI.
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檢視完整 README ↗Hand an AI a multi-hour project. Marathon runs it to a scored finish.
Marathon is a free skill for Claude Code and the OpenAI Codex CLI. You describe a project that takes hours — a web app, a browser game, a data site, a sourced research report — and the session you are talking to becomes its lead. It agrees numeric targets with you, sends parallel workers to build, has two different models grade every round, and keeps going until the target is met, the score stops improving or the budget runs out. Then it ships and writes you a decision memo. Nobody types "continue".
Download the one-click installer · Website · Guide · 中文说明
● running · build wave 9 · 47.9 / 57 h
Progress ████████████░░░░░░░░ 58%
Targets 14 / 22 met
Score 73.5 → 76.5 → 77.0 pass 75
Workers 3 running · GPT-6.1-Sol high
Gate Opus 5.5 xhigh + GPT-6-Astra high
Simplified from the status board of a real business-system run (57-hour budget, 47.9 h used).
| Result | |
|---|---|
| Claude spend per active hour after moving workers to Codex | −72% on a business-system run, −59% on a browser game |
| A run that had stalled at 65.5–67.5 | passed within three rounds of the switch (76.5, final 77.0; pass mark 75) |
| Blind re-run of 6 finished tasks, GPT-6-Astra workers vs Claude Opus workers | Codex passed first time 5 of 6 (Opus 3 of 6); critical issues 2 vs 8 |
Costs are priced from the runs' own transcripts by token type; Codex ran on a subscription and is not included.
STATE.md; a fresh lead takes over at a quiet point past 150k tokens.| Codex workers (default) | All Claude | |
|---|---|---|
| Workers | GPT-6.1-Sol high → GPT-6-Astra high → Claude Sonnet | Claude Sonnet → Claude Opus |
| Review gate | Opus xhigh + Astra high every round | Opus every round, Astra at the final gate |
| Quota | Workers on your ChatGPT/Codex plan or your own API; lead and Opus on Claude | Almost all on Claude |
Switch any time in plain words ("workers to Astra", "switch to all Claude").
install.cmd. macOS / Linux: sh install.sh.Requires Python 3.10+ and Claude Code (the lead and the review gate run on Claude); the Codex CLI is needed for the default Codex-worker mode. To use an API instead of a ChatGPT sign-in for Codex workers, set MARATHON_API_BASE_URL and MARATHON_API_KEY (any OpenAI-compatible Responses endpoint). Uninstall with -Uninstall / --uninstall.
| Path | What |
|---|---|
skill/marathon/ | The skill: SKILL.md, workflow docs, mode cards, scripts/marathon.py, scripts/codex_worker.py, tests |
install/ | install.cmd + install.ps1 (Windows), install.sh (macOS/Linux) |
docs/ | The guide in English and Chinese |
site/ | Source of marathon.falconshire.com (built with a design kit that is not part of this repo; the published pages are self-contained) |
tools/make_zip.py | Builds the installer zip |
Run the tests with python skill/marathon/scripts/test_marathon.py (and the other test_*.py files).
MIT. Marathon works with Claude Code and the OpenAI Codex CLI; it is not made by or affiliated with Anthropic or OpenAI.