antigravity-for-claude-code
yuting0624 · yuting0624/antigravity-for-claude-code
Một plugin Claude Code tích hợp Antigravity CLI (Gemini) như một sub-agent cộng tác để định tuyến mô hình thông minh trên SDLC.
Plugin Claude Code: chạy Antigravity CLI (Gemini) như một sub-agent cộng tác với định tuyến mô hình thông minh xuyên suốt SDLC. Dự án cộng đồng; không liên kết với Google/Anthropic.
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Bạn có thể làm gì với nó
- Giao các tác vụ nặng token cho Gemini trong khi Claude xử lý xác minh và đánh giá.
- Tận dụng khả năng đa phương thức của Gemini để xử lý âm thanh/video trong quy trình làm việc của Claude.
- Truy cập tìm kiếm web trực tiếp, Vertex AI Search và các công cụ khác mà Claude không có sẵn.
Kiểm tra an toàn
Không thấy dấu hiệu rủi ro trong các file đã quét.
Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.
Trích từ README
🛰️ Antigravity for Claude Code
Run the Antigravity CLI (Gemini) as a collaborating sub-agent, right inside Claude Code.
Claude conducts the judgement; Gemini does the heavy lifting — intelligent model routing across the SDLC.
⚡ Quick look
Claude stays the conductor; the bulk, token-heavy read ran on cheaper Gemini, and Claude verified the result.
💡 Why
| Claude (conductor) | Gemini / agy (executor) | |
|---|---|---|
| Owns | requirements · architecture · the hard 20% · verification · review | scaffold · implementation · test generation · search |
| Strength | judgement | cheap, fast throughput |
you → Claude Code (conduct: design / verify / review)
└── agy → Gemini (execute: implement / test / search)
Generation is solved; verification, judgement, and direction are the craft.
✨ What it does
- Routes work across the SDLC — Claude keeps the judgement calls; Antigravity handles scaffolding, test generation, first-pass review, and migrations under a shared
AGENTS.md. - Adds tools Claude lacks natively — live Google/web search, Vertex AI Search over your internal data, deep research, Cloud Logging. Claude reviews and re-checks the results.
- Hears audio, watches video —
/antigravity:mediadelegates the perception to Gemini (natively multimodal, no local ffmpeg/Whisper stack): you get a timestamped digest while the full transcript is written to a file, so a 1-hour recording never lands in Claude's context. - Cross-model verification — an independent, different-model opinion on your code.
- Background jobs — fire a long delegation, keep working, collect later.
- Internal fan-out — one delegation, and agy spawns its own subagents on the cheap side (dynamic
define_subagenton agy ≥ 1.0.16;TypeName "self"+ Role on any version); each leaves a readable trajectory you audit withagy-trace. - Built-in cost discipline — measured, not guessed (see below).
- Drops in with the discipline on — a
SessionStarthook injects the cost-aware routing policy automatically (toggle in plugin settings), and theantigravity-delegatesubagent does file writing on Gemini, so Claude spends no tokens generating file contents. - No slash command required — the delegate subagent is picked up proactively for bulk
work, and a prompt-level nudge flags bulk-looking requests as delegation candidates.
Both are advisory: the break-even judgment stays with Claude (full auto-routing is a
measured net loss below the break-even), and the nudge is toggleable (
delegation_nudge).
📊 Measured results
On a large ADK multi-agent build (+ adk eval), same task / same model, 3 ways:
| Claude solo @high | solo @max | hybrid | |
|---|---|---|---|
| frontier cost (COST-WEIGHTED) | 2.62M | 5.34M | 1.91M |
quality (adk eval) | ✅ 3/3 | ✅ 3/3 | ✅ 3/3 |
→ −27% vs solo@high, −64% vs solo@max, at equal quality — and the cheap Gemini work isn't even counted. Savings scale with task size; tiny one-off tasks are cheaper to just run on Claude. Full A/B: docs/AB-RESULTS.md.
Note on cost figures: numbers are estimates — token counts are approximated and rates live in
prices.json. Set your real Vertex rates there before quoting any figure.
🚀 Install
In Claude Code:
/plugin marketplace add yuting0624/antigravity-for-claude-code
/plugin install antigravity@antigravity-for-claude-code
/antigravity:setup # verifies agy is installed + authenticated
Prerequisites: the Antigravity CLI (agy) installed & authenticated (agy models lists Gemini models), and Claude Code. For the same-bill cost benefit, run Claude Code on Vertex too.
Platform support: macOS, Linux, and WSL are the supported targets for headless delegation. Native Windows (Git Bash/MSYS) is not recommended — agy -p can hang with a 0-byte log when run without a real console (ConPTY); see issue #6. The wrapper now bounds this with a wall-clock guard (GNU timeout/gtimeout, returning a clean TIMEOUT instead of hanging), and doctor distinguishes a hang from an auth failure — but for reliable headless use, run from WSL/macOS/Linux.
🧩 Slash commands
The plugin's commands show up natively in Claude Code's / menu.
| command | what it does |
|---|---|
/antigravity:setup | health check — agy installed + authenticated, scripts ready |
/antigravity:delegate [--tier flash|pro] <task> | delegate a subtask to agy under cost discipline, then verify |
/antigravity:review [--adversarial] | independent cross-model review of the current diff; Claude reconciles |
/antigravity:research <topic> | Claude-orchestrated deep research — agy does grounded web legwork, Claude verifies citations across ≥2 sources |
/antigravity:media <file> [focus] [--convert] | understand audio / video / images — agy transcribes + analyzes, returns a timestamped digest; full transcript goes to a file, not your context |
/antigravity:cloud-run-debug [--service <s>] [--region <r>] [--project <id>] [--since 1h] [--apply] | diagnose a failing Cloud Run service — agy digests the error logs, Claude infers the root cause + fix; read-only by default (--apply writes to a branch) |
/antigravity:status [id] · :result <id> · :cancel <id> | manage background delegation jobs |
/antigravity:migrate [--apply] [--include-repos] | move an existing Claude Code setup onto agy — skills, CLAUDE.md, memory, MCP, plugins, permissions; dry-run by default, --uninstall reverses it |
Background jobs are for interactive sessions (fire-and-collect). In headless
claude -p(one-shot), delegate synchronously — there's no later turn to collect a result.