Manage Huawei Ascend NPUs with natural language commands that translate to npu-smi, locally or over SSH.
Memory
huawei-cloud-ascend-remote-connect
Try itSSH-connect to Huawei Cloud Ascend servers for NPU monitoring, disk/LVM, and container ops with in-memory credentials.
What it does
Establishes SSH sessions to Huawei Cloud Ascend devices via paramiko, supporting multiple concurrent connections distinguished by host IP. Credentials (host, port, user, password) are passed as CLI arguments and held only in memory until session end. Executes remote commands for npu-smi NPU monitoring, disk/LVM operations, system administration, network/Docker/Kubernetes management, security auditing, and log analysis. Outputs structured responses with stdout, stderr, exit code, and duration. Sensitive commands (rm -rf, reboot, mkfs, etc.) are blocked or require explicit user confirmation before execution.
When to use it
- Monitor Ascend NPU status via npu-smi
- Detect disks and manage LVM on Ascend servers
- Operate Docker or Kubernetes containers on remote hosts
- Audit SSH login and system security logs
The skill document
Huawei Cloud Ascend Remote Connection
Overview
Provides temporary SSH remote connection capability for Huawei Cloud Ascend devices. Supports simultaneous connection to multiple machines. All sensitive operations (delete, modify, move, etc.) require user confirmation before execution. Passwords are only stored in memory and destroyed after session ends.
Architecture
System Architecture Diagram
┌─────────────────────────────────────────────────────────────────────┐
│ User Interaction Layer │
│ ┌─────────────────────────────────────────────────────────────┐ │
│ │ Natural Language Commands / CLI Arguments │ │
│ │ (connect, execute, monitor, disconnect) │ │
│ └────────────────────────────┬────────────────────────────────┘ │
│ │ │
│ ▼ │
├────────────────────────────────┼─────────────────────────────────────┤
│ Skill Core Components │
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Session Manager │←→│ Command Executor│←→│ SSH Client │ │
│ │ - Connection │ │ - NL Parsing │ │ - paramiko │ │
│ │ - Pooling │ │ - Validation │ │ - ControlMaster│ │
│ │ - Timeout Mgmt │ │ - Execution │ │ - Key/Cert Auth│ │
│ └─────────────────┘ └─────────────────┘ └────────┬────────┘ │
│ │ │ │ │
│ │ │ ▼ │
│ │ │ ┌─────────────────┐ │
│ │ │ │ Command Validator│ │
│ │ │ │ - Blocked Cmds │ │
│ │ │ │ - Confirm Req │ │
│ │ │ └─────────────────┘ │
│ │ │ │
│ ▼ ▼ │
├────────────────────────────────┼─────────────────────────────────────┤
│ Huawei Cloud Ascend Infrastructure │
│ (Remote Target Servers) │
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Ascend NPU │ │ OS Services │ │ Containers │ │
│ │ - npu-smi │ │ - systemctl │ │ - docker │ │
│ │ - Driver │ │ - journalctl │ │ - k8s │ │
│ │ - FW Upgrade │ │ - Network Mgmt │ │ - Pods │ │
│ └─────────────────┘ └─────────────────┘ └─────────────────┘ │
│ │
│ Data Flow: User → Skill → SSH Tunnel → Target Server → Response │
└─────────────────────────────────────────────────────────────────────┘
Component Relationships
| Component | Responsibility | Key Features |
|---|---|---|
| Session Manager | Manage SSH connections | Connection pooling, timeout management, lifecycle control |
| Command Executor | Process user commands | Natural language parsing, command routing, result formatting |
| SSH Client | Establish secure tunnels | paramiko integration, ControlMaster, authentication |
| Command Validator | Security enforcement | Blocked commands list, confirmation requirements |
Cloud Service Integration
- Ascend NPU Management: Direct access to npu-smi for monitoring and management
- Huawei Cloud Infrastructure: Secure SSH access to cloud servers and containers
- Security Compliance: Memory-only credential storage, session isolation
Prerequisites
System Requirements
- Python 3.8+
- paramiko >= 3.4.0
Environment Check
Prerequisite check: Python3 + paramiko required
python3 --version # Python3 >= 3.8 python3 -c "import paramiko; print('OK')" # SSH libraryIf not installed:
pip3 install --user paramiko cryptography
Authentication
Security rules (must be followed):
- Prohibited from reading, echoing, or printing password values
- Prohibited from asking the user to input passwords directly in the conversation
- Only allowed to read credentials from command line arguments
Parameter Confirmation
Input Parameters
| Parameter | Required | Description |
|---|---|---|
| host | Yes | Target server IP address |
| port | No | SSH port (default: 22) |
| user | Yes | SSH username |
| password | Yes | SSH password |
Parameter Validation
- IP address format: IPv4 (e.g., 192.168.1.100)
- Port range: 1-65535
- Username: alphanumeric and underscore
- Password: non-empty string
Confirmation Requirements
The following operations require explicit user confirmation:
- Delete: rm, rmdir
- Format: mkfs, fdisk -d, parted rm
- Unmount: umount
- Reboot: reboot, shutdown, init 6
- Shutdown: poweroff, halt, init 0
- User delete: userdel, groupdel
- Permission change: chmod -R, chown -R
IAM Permission Policies
Ensure the target server has SSH service enabled and the provided credentials have appropriate permissions.
Minimum required permissions on target server:
- SSH access (port 22 or custom)
- Sudo privileges for system management operations
Core Workflow
Task 1: Establish SSH Connection
python3 scripts/main.py --host --port 22 --user root --password --command "npu-smi info"
Task 2: Interactive Mode
python3 scripts/main.py
Usage Instructions
Connect to Ascend Server
SSH connect to 192.168.1.100 port 22 as root with password xxx
Execute Commands
NPU Monitoring
npu-smi info
Check NPU status
NPU health check
System Management
Check CPU and memory
df -h
top -bn1
Connection Management
Show current connections
Switch to 192.168.1.101
Disconnect SSH
Output Format
Standard Response Format
All command outputs follow a structured format:
┌─────────────────────────────────────────┐
│ Target: : │
│ Command: │
│ Exit Code: <0-success/non-zero-fail> │
├─────────────────────────────────────────┤
│ STDOUT: │
│ │
├─────────────────────────────────────────┤
│ STDERR: │
│ │
├─────────────────────────────────────────┤
│ Duration: s │
└─────────────────────────────────────────┘
Error Response Format
[ERROR]
Message:
Suggestion:
Success Indicators
- Exit Code: 0
- STDOUT: Contains expected output
- STDERR: Empty or contains only warnings
Verification Method
Basic Verification Steps
-
Environment Check
python3 --version # Verify Python 3.8+ python3 -c "import paramiko" # Verify paramiko installed -
Connection Test
python3 scripts/main.py --host --port 22 --user root --password --command "echo test" -
NPU Monitoring Test
python3 scripts/main.py --host --user root --password --command "npu-smi info"
Expected Results
| Test Case | Expected Output |
|---|---|
| Environment check | Python version >= 3.8, paramiko import success |
| Connection test | Exit code 0, "test" in stdout |
| NPU info | NPU device information displayed |
See references/verification-method.md for detailed verification procedures.
Script Files
Entry File
- main.py: Skill entry file (required)
- Function: Provide interactive menu, unified entry point
- Menu options:
- Establish SSH connection
- Execute commands
- Disconnect
Core Scripts
-
executor.py: Command executor (main entry)
- Function: Parse user input, dispatch commands to corresponding handlers
- Core methods:
handle_command(text): Command dispatch entry_connect(info): Establish SSH connection_detect_disks(): Detect unmounted disks_handle_auto_mount(text): Configure auto-mount on boot_confirm_disk_merge(info): Disk merge confirmation
-
session_manager.py: Session manager
- Function: Manage multiple concurrent SSH sessions
- Core methods:
create_session(host, port, username, password): Create new sessionexecute_command(command): Execute command in active sessionswitch_session(host): Switch to specified host sessionclose_session(): Close current sessionget_session_info(): Get all session information
-
ssh_client.py: SSH client
- Function: Low-level SSH connection implementation, supports password and key authentication
- Core methods:
connect(): Establish SSH connectionexec_command(command): Execute remote commandclose(): Close connection
-
command_validator.py: Command validator
- Function: Security layer, filter dangerous commands
- Validation rules:
- Blocklist: Direct block (e.g., fork bomb)
- Sensitive: Require confirmation (e.g., rm -rf, reboot)
- Allowlist: Direct execution (e.g., ls, cat, df)
Supported Features
NPU Management
- NPU status monitoring (npu-smi)
- NPU health check
- NPU configuration viewing
Disk Management
- Disk detection
- LVM merging
- Partition mounting
- Auto-mount on boot
- Disk health check
- Free space check
System Management
- CPU/Memory/Disk monitoring
- System updates
- User/permission management
- Cron job management
Network Management
- Port scanning
- Firewall configuration
- Route viewing
- Network interface configuration
- DNS troubleshooting
Container Management
- Docker installation and management
- Image management
- Container management
- Log viewing
- Docker Compose operations
Security Management
- Login auditing
- SSH key management
- High-risk command blocking
Log Management
- System logs
- Application log analysis
- Error troubleshooting
File Operations
- Upload/download
- Copy/transfer
- Change permissions
- Create/delete
Connection Pool Management
Features
- Connection Reuse: Reuse same connection for same target, avoid repeated handshakes
- Auto Disconnect: Auto disconnect after 10 minutes idle (configurable)
- Thread Safe: Support multi-thread concurrent access
- Status Query: View connection pool status and idle time
Protection Mechanisms
- Max Connections Limit: Default 50, supports multi-target machines
- Request Rate Limiting: Default max 200 concurrent requests
- Connection Timeout: Default 10 seconds
- Execute Timeout: Default 60 seconds
- Health Check: Check connection status every 30 seconds, auto disconnect bad connections
# Using connection pool
from ssh_client import get_pool
pool = get_pool()
result = pool.execute(conn_info, 'ls -la')
# View pool status (includes statistics)
status = pool.get_pool_status()
# {
# 'connections': [...],
# 'total_connections': 2,
# 'max_connections': 10,
# 'max_concurrent_requests': 5,
# 'statistics': {'total_requests': 100, 'failed_requests': 2, ...}
# }
# Configure protection parameters
pool.configure(
max_connections=20, # Max connections
max_concurrent_requests=10, # Max concurrent requests
idle_timeout=300, # Idle timeout (seconds)
connect_timeout=15, # Connection timeout (seconds)
execute_timeout=120 # Execute timeout (seconds)
)
Multi-Machine Connection
Support simultaneous connection to multiple machines, distinguished by IP address:
SSH connect to 192.168.1.100 port 22 as root with password xxx
SSH connect to 192.168.1.101 port 2222 as admin with password yyy
Switch Target
Switch to 192.168.1.101
View Current Connections
View current connections
Security Mechanisms
Sensitive Operation Confirmation
The following operations require user confirmation:
- Delete: rm, rmdir
- Format: mkfs, fdisk -d, parted rm
- Unmount: umount
- Reboot: reboot, shutdown, init 6
- Shutdown: poweroff, halt, init 0
- User delete: userdel, groupdel
- Permission change: chmod -R, chown -R
High-Risk Command Blocking
The following commands are blocked by default:
:(){ :|:& };:(fork bomb)- Direct disk formatting commands
Password Security
- Passwords only stored in memory
- Immediately cleared after session ends
- Not written to any configuration file or log
Best Practices
Connection Management
- Reuse Connections: Connection pool automatically reuses existing connections
- Timeout Settings: Adjust timeouts based on network conditions
- Idle Timeout: Default 10 minutes; set shorter for frequent disconnects
Security Recommendations
- Use Key Authentication: Prefer SSH keys over passwords when possible
- Limit Permissions: Grant minimum sudo privileges needed
- Monitor Sessions: Regularly check active connections
- Log Auditing: Review login logs periodically
Performance Optimization
- Batch Commands: Group related commands to reduce connection overhead
- Connection Pool Tuning: Adjust pool size based on concurrent needs
- Command Timeout: Set appropriate timeout values for long-running commands
Notes
Security Warnings
⚠️ Credential Handling:
- Never log or display passwords
- Clear credentials from memory after use
- Use SSH keys for production environments
⚠️ High-Risk Operations:
- Always confirm destructive operations (rm, mkfs, reboot)
- Blocked commands cannot be bypassed
- Review security mechanisms before deployment
Common Issues
| Issue | Cause | Solution |
|---|---|---|
| Connection timeout | Network/firewall | Check network connectivity |
| Authentication failed | Wrong credentials | Verify username/password |
| Command blocked | Security policy | Review command validator rules |
| Pool exhausted | Too many connections | Increase max_connections |
Limitations
- SSH password authentication only (no interactive password prompt)
- Single-user session per connection
- Maximum 50 concurrent connections (configurable)
Troubleshooting
Connection Failed
- Check if IP address and port are correct
- Check if firewall allows the port
- Check if username and password are correct
- Check if SSH service is running on target host
Command Execution Failed
- Check if command syntax is correct
- Check if there is an active connection
- Check if command is blocked by security policy
Disk Merge Failed
- Check if disk is occupied by other processes
- Check if LVM tools are installed
- Check if disk is already mounted
Directory Structure
huawei-cloud-ascend-remote-connect/
├── SKILL.md # Skill definition entry file (required)
├── scripts/ # Scripts directory (required)
│ ├── __init__.py # Module export
│ ├── main.py # Skill entry script (required)
│ ├── executor.py # Command executor
│ ├── session_manager.py # Session manager
│ ├── ssh_client.py # SSH client implementation
│ └── command_validator.py # Command validator
└── references/ # Reference documentation directory
├── troubleshooting.md # Troubleshooting guide
├── verification-method.md # Verification steps
└── iam-policies.md # IAM policies
References
| Document | Description |
|---|---|
| references/troubleshooting.md | Troubleshooting guide |
| references/verification-method.md | Verification steps |
| scripts/main.py | Main entry script |
Author: huawei-cloud
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