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-ai --skill qwencloud-ops-authgit clone --depth 1 https://github.com/QwenCloud/qwencloud-aiWrote 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-ai/qwencloud-ops-auth)<a href="https://agentmods.dev/skills/qwencloud/qwencloud-ai/qwencloud-ops-auth"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-ai/qwencloud-ops-auth/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-ai/qwencloud-ops-auth"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-ai/qwencloud-ops-auth.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector warn
SkillSpector: 10 findings, up to high
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 →
- high Privilege Escalation · line 112 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Rogue Agent · line 196 Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
- high Privilege Escalation · line 103 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 111 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 113 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- medium Excessive Agency · line 34 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Prompt Injection · line 50 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 52 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Data Exfiltration · line 120 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium MCP Rug Pull · line 209 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00082 | $0.02726 |
| Opus 5 | $0.00041 | $0.01363 |
| Sonnet 5 | $0.00016 | $0.00545 |
| Haiku 4.5 | $0.00008 | $0.00273 |
Grade A, and why
qwencloud-ops-auth scanned grade A with 1 finding 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 9d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
compatibility: "Requires curl for verification. Cursor: auto-loaded. Claude Code: read this skill's SKILL.md before first use." How it starts
The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent setup: If your agent doesn't auto-load skills (e.g. Claude Code), see agent-compatibility.md once per session.
QwenCloud Authentication Setup
Configure and verify authentication for QwenCloud APIs. This skill is part of qwencloud/qwencloud-ai.
Skill directory
Use this skill's internal files for learning. Load references only when the user needs console or documentation links.
| Location | Purpose |
|---|---|
references/codingplan.md |
Coding Plan vs standard key: model list, endpoint mapping, error codes, cost risks |
references/custom-oss.md |
Custom OSS bucket setup for production file uploads (replaces 48h temp storage) |
references/sources.md |
Console URLs, auth guide (manual lookup only) |
references/agent-compatibility.md |
Agent self-check: register skills in project config for agents that don't auto-load |
Security
NEVER output any API key, OSS credential in plaintext.
This applies equally to DASHSCOPE_API_KEY and custom OSS AccessKey pairs. Any check or detection of credentials in this skill must be non-plaintext: report only status (e.g. "set" / "not set", "valid" / "invalid", HTTP status code), never the key value.
API Key Handling (MANDATORY)
When the API key is not configured or a script reports missing credentials:
- NEVER ask the user to provide their API key directly. Do not prompt "please paste your API key" or similar. Do not request the key value in any form.
- Help create a
.envfile with a placeholder, then instruct the user to fill in their own key:- Run:
echo 'DASHSCOPE_API_KEY=sk-your-key-here' >> .env - Tell the user: "Please replace
sk-your-key-herewith your actual API key from the QwenCloud Console."
- Run:
- Or explain how to configure the environment variable:
export DASHSCOPE_API_KEY='sk-...'+ provide the console URL. - Only write the actual key value into
.envif the user explicitly insists on having the agent do it for them.
What ships with it
4 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.
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.
- 9d ago First seen · 217 lines · 82 tokens per session scan A 542c440efdb5
qwencloud-ops-auth is a skill published in the GitHub repository QwenCloud/qwencloud-ai (40 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 82 tokens to every session and 2,726 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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