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-textgit 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-text)<a href="https://agentmods.dev/skills/qwencloud/qwencloud-ai/qwencloud-text"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-ai/qwencloud-text/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-text"><img src="https://agentmods.dev/badge/skills/qwencloud/qwencloud-ai/qwencloud-text.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector warn
SkillSpector: 5 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 Excessive Agency · line 36 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 173 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 179 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 211 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 MCP Rug Pull · line 253 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 | $0.00145 | $0.04611 |
| Opus 5.5 | $0.00058 | $0.01844 |
| Sonnet 5.5 | $0.00029 | $0.00922 |
| Haiku 4.5 | $0.00015 | $0.00461 |
Grade A, and why
qwencloud-text scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
compatibility: "Requires Python 3.9+; curl is PAYG-only. Cursor: auto-loaded. Claude Code: read this skill's SKILL.md before first use." How it starts
The opening of the file, as written. The whole thing — 306 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Qwen Text Chat (OpenAI-Compatible)
Generate text, conduct conversations, write code, and invoke tools using Qwen models through the OpenAI-compatible API. This skill is part of qwencloud/qwencloud-ai.
Skill directory
Use this skill's internal files to execute and learn. Load reference files on demand when the default path fails or you need details.
| Location | Purpose |
|---|---|
scripts/text.py |
Default execution — chat/completions request, streaming, output save |
references/execution-guide.md |
Fallback: curl, Python SDK, function calling, thinking mode |
references/api-guide.md |
API supplement and full code examples |
references/prompt-guide.md |
Prompt engineering: CO-STAR framework, CoT, few-shot, task steps |
references/sources.md |
Official documentation URLs (manual lookup only) |
Security
NEVER output any API key or credential in plaintext. Always use variable references ($QWENCLOUD_API_KEY in shell,
os.environ["QWENCLOUD_API_KEY"] in Python). The scripts accept QWENCLOUD_API_KEY, then QWEN_API_KEY, then
DASHSCOPE_API_KEY. Any check or detection of credentials must be non-plaintext: report
only status (e.g. "set" / "not set", "valid" / "invalid"), never the value. Never display contents of .env or config
files that may contain secrets.
When the API key is not configured, NEVER ask the user to provide it directly. Instead, help create a .env file with a placeholder (QWENCLOUD_API_KEY=sk-your-key-here) and instruct the user to replace it with their actual key from the QwenCloud Console. Only write the actual key value if the user explicitly requests it.
What ships with it
11 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.
- cdn/config/qwencloud-text-config.json 37 B
- cdn/config/qwencloud-token-plan-config.json 1.1 KB
- cdn/references/qwencloud-text-models.md 5.0 KB
- cdn/references/qwencloud-token-plan-models.md 4.9 KB
- references/api-guide.md 7.7 KB
- references/execution-guide.md 5.2 KB
- references/prompt-guide.md 2.4 KB
- references/sources.md 737 B
- scripts/gossamer.py 6.2 KB runs code
- scripts/qwencloud_lib.py 49 KB runs code
- scripts/text.py 9.7 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.
- 1mo ago Changed · +24 lines · +29 tokens per session 0083c872f222
- 2mo ago First seen · 282 lines · 116 tokens per session scan A 455d9f5a7330
qwencloud-text is a skill published in the GitHub repository QwenCloud/qwencloud-ai (44 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 145 tokens to every session and 4,611 once invoked, about $0.0006 per session on Opus 5.5. 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.
qwencloud-text compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| qwencloud-textQwenCloud/qwencloud-ai | Skill | 44 | 1mo ago | Apache-2.0 | A | 145 | Claude Code, Codex |
| agent-platform-model-registrygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 60 | Claude Code, Codex |
| foundry-config-setupmicrosoft/agent-framework | Skill | 15k | yesterday | MIT | A | 65 | Claude Code, Codex |
| google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 132 | Claude Code, Codex |
| training-checkwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 3d ago | MIT | A | 35 | Claude Code |
| nemo-automodel-launcher-configNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 30 | Claude Code |
| finetuningmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 132 | Claude Code |