brev-cli

分类: 数据与AI | 上传者: brevdev | 下载: 0 | 版本: v1.0（最新）

Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning, training, inference, batch processing, and other ML/AI workloads. Trigger keywords - brev, gpu, cpu, instance, create instance, ssh, vram, vcpu, A100, H100, cloud gpu, cloud cpu, remote machine, finetune, fine-tune, RL, RLHF, training, inference, deploy model, serve model, batch job.

更新日志: Source: GitHub https://github.com/brevdev/brev-cli

目录结构

当前层级: .agents/skills/brev-cli/

📁 examples/
- 📄 common-patterns.md 7.7 KB
📁 prompts/
- 📄 cleanup.md 1.4 KB
- 📄 ml-training.md 2.4 KB
- 📄 quick-session.md 1.6 KB
📁 reference/
- 📄 commands.md 12.0 KB
- 📄 search-filters.md 6.4 KB
📄 INSTALLATION.md 2.5 KB
📄 SKILL.md 7.2 KB

SKILL.md

---
name: brev-cli
description: Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning, training, inference, batch processing, and other ML/AI workloads. Trigger keywords - brev, gpu, cpu, instance, create instance, ssh, vram, vcpu, A100, H100, cloud gpu, cloud cpu, remote machine, finetune, fine-tune, RL, RLHF, training, inference, deploy model, serve model, batch job.
allowed-tools: Bash, Read, AskUserQuestion
argument-hint: "[create|search|shell|exec|open|ls|delete] [instance-name]"
---
<!--
Token Budget:
- Level 1 (YAML): ~100 tokens
- Level 2 (This file): ~1900 tokens (target <2000)
- Level 3 (prompts/, reference/): Loaded on demand
-->

# Brev CLI

Manage GPU and CPU cloud instances from the command line. Create, search, connect, and manage remote machines.

## When to Use

Use this skill when users want to:
- Create GPU or CPU instances (with smart defaults or specific types)
- Search for available GPU types (A100, H100, L40S, etc.)
- Search for CPU-only instance types (no GPU)
- SSH into instances or run commands remotely
- Open editors (VS Code, Cursor, Windsurf) on remote instances
- Copy files to/from instances
- Port forward from remote to local
- Manage organizations and instances

**Trigger Keywords:** brev, gpu, cpu, instance, create instance, ssh, vram, vcpu, A100, H100, cloud gpu, cloud cpu, remote machine, shell

## Quick Start

```bash
# Search for GPUs (sorted by price)
brev search

# Search for CPU-only instances
brev search cpu

# Create an instance with smart defaults
brev create my-instance

# Create with specific type
brev create my-instance --type g5.xlarge

# List your instances
brev ls

# SSH into an instance (interactive)
brev shell my-instance

# Run a command on an instance (non-interactive)
brev exec my-instance "nvidia-smi"

# Open in VS Code/Cursor
brev open my-instance code
brev open my-instance cursor
```

## Core Commands

### Search GPUs
```bash
# All available GPUs (default)
brev search
brev search gpu

# GPU search with wide mode (shows RAM and ARCH columns)
brev search gpu --wide

# Filter by GPU name
brev search --gpu-name A100
brev search --gpu-name H100

# Filter by VRAM, sort by price
brev search --min-vram 40 --sort price

# Filter by boot time
brev search --max-boot-time 5 --sort price

# Filter by instance features
brev search --stoppable --min-total-vram 40 --sort price
```

### Search CPUs
```bash
# All available CPU-only instances
brev search cpu

# Filter by provider
brev search cpu --provider aws

# Filter by minimum RAM
brev search cpu --min-ram 64

# Filter by architecture
brev search cpu --arch arm64

# Filter by vCPUs
brev search cpu --min-vcpu 16

# Sort by price
brev search cpu --sort price

# JSON output
brev search cpu --json
```

CPU search shows: TYPE, PROVIDER, VCPUs, RAM, ARCH, DISK, $/GB/MO, BOOT, FEATURES, $/HR

### Create Instances
```bash
# Smart defaults (cheapest matching GPU)
brev create my-instance

# Specific type
brev create my-instance --type g5.xlarge

# Multiple types (fallback chain)
brev create my-instance --type g5.xlarge,g5.2xlarge

# Pipe from search
brev search --gpu-name A100 | brev create my-instance

# Use search filters directly on create
brev create my-instance --gpu-name A100 --min-vram 40

# Multiple instances
brev create my-cluster --count 3

# With startup script
brev create my-instance --startup-script @setup.sh
brev create my-instance --startup-script 'pip install torch'

# Dry run (preview matching types without creating)
brev create my-instance --dry-run
```

### Instance Access
```bash
# SSH into instance (interactive shell)
brev shell my-instance

# Run command on instance (non-interactive)
brev exec my-instance "nvidia-smi"
brev exec my-instance "python train.py"

# Run a local script on the instance (@ prefix reads local file)
brev exec my-instance @setup.sh
brev exec my-instance @/path/to/script.sh

# Run on multiple instances
brev exec instance1 instance2 instance3 "nvidia-smi"

# Open in editor
brev open my-instance           # default editor
brev open my-instance code      # VS Code
brev open my-instance cursor    # Cursor
brev open my-instance windsurf  # Windsurf
brev open my-instance terminal  # Terminal window
brev open my-instance tmux      # Terminal + tmux

# Copy files
brev copy ./local-file my-instance:/remote/path/
brev copy my-instance:/remote/file ./local-path/

# Port forward
brev port-forward my-instance -p 8080:8080
```

### Instance Management
```bash
# List instances
brev ls
brev ls --json

# Delete instance
brev delete my-instance

# Stop/start (if supported)
brev stop my-instance
brev start my-instance

# Reset (recover from errors)
brev reset my-instance
```

### Pipeable Workflows
```bash
# Stop all running instances
brev ls | awk '/RUNNING/ {print $1}' | brev stop

# Delete all stopped instances
brev ls | awk '/STOPPED/ {print $1}' | brev delete

# Start all stopped instances
brev ls | awk '/STOPPED/ {print $1}' | brev start

# Stop instances matching pattern
brev ls | grep "test-" | awk '{print $1}' | brev stop

# Run command on all running instances
brev ls | awk '/RUNNING/ {print $1}' | brev exec "nvidia-smi"

# Create and run setup
brev search --gpu-name A100 | brev create my-box | brev exec @setup.sh

# Create and open in one command
brev search --gpu-name A100 | brev create my-box | brev open cursor
```

### Organizations
```bash
# List orgs
brev org ls

# Set active org
brev org set my-org
brev set my-org  # alias

# Generate invite link
brev invite
```

## Common Workflows

1. **Quick GPU Session** ([prompts/quick-session.md](prompts/quick-session.md))
   - Search → Create → Open editor

2. **ML Training Setup** ([prompts/ml-training.md](prompts/ml-training.md))
   - Find high-VRAM GPU → Create with startup script → Copy data → Run training

3. **Instance Cleanup** ([prompts/cleanup.md](prompts/cleanup.md))
   - List instances → Identify unused → Delete

## Safety Rules - CRITICAL

**NEVER do these without explicit user confirmation:**
- Delete instances (`brev delete`)
- Stop running instances (`brev stop`)
- Create multiple instances (`--count > 1`)
- Create expensive instances (H100, multi-GPU)

**ALWAYS do these:**
- Show instance cost/type before creating
- Confirm instance name before deletion
- Check `brev ls` before assuming instance exists

## Troubleshooting

**"Instance not found":**
- Run `brev ls` to see available instances
- Check if you're in the correct org: `brev org ls`

**"Failed to create instance":**
- Try a different instance type: `brev search --sort price`
- Check quota/credits with org admin

**SSH connection fails:**
- Run `brev refresh` to update SSH config
- Ensure instance is running: `brev ls`

**Editor won't open:**
- Verify editor is in PATH: `which code` / `which cursor`
- Set default: `brev open --set-default code`

## References

- **[reference/commands.md](reference/commands.md)** - Full command reference
- **[reference/search-filters.md](reference/search-filters.md)** - GPU and CPU search options
- **[prompts/](prompts/)** - Workflow guides
- **[examples/](examples/)** - Common patterns

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brev-cli

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SKILL.md

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