AG
Gemini & Antigravity v2.0 Agentic Engineering Guide
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Command & Tooling Cheatsheet

Eliminate memorization friction. Search through high-frequency commands for Antigravity (AGY) 2.0 orchestration, Gemini 3 terminal CLI pipelines, Sidecar MCP debugging, and CI/CD testing gates.

AntigravityCore Frequent
agy run "<prompt>"

Launches an autonomous agent session in the current workspace. Explores context, executes code diffs, and self-heals test failures.

Options: --non-interactive, --timeout <sec>, --max-turns <n>
AntigravityEnvironment Diagnostics
agy doctor

Performs preflight system diagnostics, verifying Node/Python runtimes, tool permissions, and Sidecar MCP connectivity.

Options: --json, --verbose
AntigravitySession Recovery
agy session --resume <id>

Resumes an existing multi-turn conversation session from persistent transcripts without losing state.

Options: --list, --limit <n>
AntigravityScaffolding
agy init --template web

Initializes a workspace customization scaffold (.agents/mcp_config.json and starter rules).

Options: --template [web|api|fullstack]
Gemini CLIDirect Q&A
gemini "<prompt>"

Direct command-line inference with Google Gemini, supporting real-time standard output streaming.

Options: --model <model-name>, --temperature <float>
Gemini CLIPipeline Analysis
cat <file> | gemini "<prompt>"

Pipes logs, stack traces, or source code directly into Gemini for automated root cause analysis.

Options: POSIX Pipe compatible
Gemini CLIDeep Thinking
gemini --model gemini-3-pro "..."

Routes prompts to Gemini 3 Pro with deep thinking budget and 2M+ repository context.

Options: --thinking-budget <tokens>
Gemini CLIInstallation
npm install -g @google/gemini-cli

Installs the official cross-platform Gemini terminal CLI globally via Node.js.

MCP ProtocolBrowser Automation
actkite call browser_tabs '{}'

Queries all active browser tabs in Google Chrome profiles via the ActKite sidecar MCP bridge.

Options: --profile <name>
MCP ProtocolNative GUI
cua-driver snapshot --accessibility

Captures the operating system accessibility tree and returns actionable UI element tokens for native automation.

CI/CD & QAAutomated CI Gate
agy run "Run all tests & fix broken specs" --timeout 300

Executes headless self-healing regression tests in CI/CD pipelines (GitHub Actions, GitLab CI).

Veo 3 CinemaVideo Generation
veo-cli generate --prompt "<directive>" --fps 60 --4k

Submits asynchronous photorealistic 4K 60fps video generation tasks with precise camera cues.

Options: --aspect-ratio 16:9, --seed <int>