Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add huaweicloud/huaweicloud-skills --skill huawei-cloud-ascend-remote-connectgit clone --depth 1 https://github.com/huaweicloud/huaweicloud-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/huaweicloud/huaweicloud-skills/huawei-cloud-ascend-remote-connect)<a href="https://agentmods.dev/skills/huaweicloud/huaweicloud-skills/huawei-cloud-ascend-remote-connect"><img src="https://agentmods.dev/badge/skills/huaweicloud/huaweicloud-skills/huawei-cloud-ascend-remote-connect/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/huaweicloud/huaweicloud-skills/huawei-cloud-ascend-remote-connect"><img src="https://agentmods.dev/badge/skills/huaweicloud/huaweicloud-skills/huawei-cloud-ascend-remote-connect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Privilege Escalation · line 138 Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
- medium Privilege Escalation · line 457 Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00115 | $0.03885 |
| Opus 5 | $0.00057 | $0.01943 |
| Sonnet 5 | $0.00023 | $0.00777 |
| Haiku 4.5 | $0.00012 | $0.00388 |
Grade B, and why
huawei-cloud-ascend-remote-connect scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootlowPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
2. **Limit Permissions**: Grant minimum sudo privileges needed Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Recursive force deletemediumDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
- Sensitive: Require confirmation (e.g., rm -rf, reboot) Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 549 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 │
└─────────────────────────────────────────────────────────────────────┘
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/iam-policies.md 2.6 KB
- references/troubleshooting.md 2.9 KB
- references/verification-method.md 3.1 KB
- scripts/__init__.py 363 B runs code
- scripts/command_validator.py 4.3 KB runs code
- scripts/executor.py 54 KB runs code
- scripts/main.py 12 KB runs code
- scripts/session_manager.py 5.9 KB runs code
- scripts/ssh_client.py 20 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 549 lines · 115 tokens per session scan B 87aa58ca7574
huawei-cloud-ascend-remote-connect is a skill published in the GitHub repository huaweicloud/huaweicloud-skills (49 stars, last pushed yesterday), licensed MIT. It adds 115 tokens to every session and 3,885 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
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ascend-migration-analysis
A feasibility analysis for moving a PyTorch project from CUDA/GPU hardware to Ascend NPU hardware. It scans the code for hardware-specific dependencies and reviews device code, attention mechanisms, custom operations, distributed communication, precision, third-party packages, and compilation.
ascend-docker
Create Docker containers for Huawei Ascend NPU development with proper device mappings and volume mounts. Use when setting up Ascend development environments in Docker, running CANN applications in containers, or creating isolated NPU development workspaces. Supports privileged mode (default), basic mode, and full…
ascend-transformer-boost
An index of skills for developing with Huawei’s Ascend Transformer Boost (ATB) library. It groups eight skills covering CANN setup, ATB testing, operator replacement design, and migration to ACLNN for Ascend NPU development.
ascend-docker
Create Docker containers for Huawei Ascend NPU development with proper device mappings and volume mounts. Use when setting up Ascend development environments in Docker, running CANN applications in containers, or creating isolated NPU development workspaces. Supports privileged mode (default), basic mode, and full…
Remote Experiment Execution
A workflow for running code and commands on a remote server through the compute-helper command-line tool. It synchronizes local code, runs it remotely, and can retrieve result files.