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 QwenCloud/qwencloud-deploy --skill operategit clone --depth 1 https://github.com/QwenCloud/qwencloud-deployWrote 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/qwencloud/qwencloud-deploy/operate)<a href="https://agentmods.dev/skills/qwencloud/qwencloud-deploy/operate"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-deploy/operate/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/qwencloud/qwencloud-deploy/operate"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-deploy/operate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00192 | $0.01713 |
| Opus 5.5 | $0.00077 | $0.00685 |
| Sonnet 5.5 | $0.00038 | $0.00343 |
| Haiku 4.5 | $0.00019 | $0.00171 |
Grade A, and why
qwencloud-operate scanned grade A with 0 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 1mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 133 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Qwen Cloud Operate
Fault diagnosis and confirmed recovery for an application deployed by qwencloud-deploy on
Alibaba Cloud International. Diagnosis is read-only and needs no confirmation; any action that
changes cloud or app state requires explicit confirmation.
Interaction Flow
Identify app & resources
→ Minimal diagnosis (read-only)
→ Give cause, evidence, recommended action
→ Show impact and request confirmation
→ Execute one recovery action
→ Verify application, ECS, RDS
→ Return result + audit info
→ Offer to re-score via qwencloud-observe (before → after)
Interaction form
- Read-only information (diagnosis, cause, evidence, verification): plain text, with one evidence line after each judgment (metric, status, RequestId).
- State-changing actions (start/stop ECS, restart app, reload Nginx — any write call): first an AskUserQuestion whose prompt answers what it does · impact (downtime/irreversible) · how to verify; do nothing before confirmation, and propose one recovery action at a time.
- Proactive discipline: after recovery, close quietly when the result is healthy; speak up with a next step only when a risk remains or recovery failed, and let the user choose.
Scope
| In Scope | Out of Scope |
|---|---|
Apps deployed by qwencloud-deploy (state file present) |
Apps without a .qwencloud-deploy state file |
| Single ECS, or ECS + RDS MySQL 8.0 | Other topologies / self-managed servers |
| Diagnose + confirmed recovery (start ECS, restart app, reload Nginx) | Data-destructive ops, scaling, config redesign |
| Pinpoint an app-layer error (which layer broke, what error) | Source-code review, finding bugs/vulns, judging which line is wrong, editing code |
| Alibaba Cloud International | Aliyun China → use qianwenai-operate |
Code issues are out of scope
This skill handles infrastructure and runtime faults; it does not review source code, locate defects, or edit code. Diagnosis can pinpoint an app-layer error and what was thrown to narrow things down, but it does not judge which line is wrong and does not change code.
What ships with it
14 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/api_gotchas.md 1.2 KB
- references/cli_installation_guide.md 1.2 KB
- references/diagnose.md 5.2 KB
- references/ram_policies.md 2.7 KB
- references/recover_app.md 1.2 KB
- references/recover_cert.md 1.3 KB
- references/recover_disk.md 2.9 KB
- references/recover_ecs.md 951 B
- references/recover_eip.md 1.2 KB
- references/recover_nginx.md 1.3 KB
- references/recover_rds.md 1.1 KB
- references/recover_reboot.md 1.1 KB
- references/recover_securitygroup.md 1.4 KB
- references/workflow.md 4.3 KB
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.
- 1mo ago First seen · 133 lines · 192 tokens per session scan A 8d9423ea434e
qwencloud-operate is a skill published in the GitHub repository QwenCloud/qwencloud-deploy (4 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 192 tokens to every session and 1,713 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-15.
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