Vision
xiincs/claude-code-vision-skill
Call vision models (Doubao, Qwen, DeepSeek, OpenAI) to analyze images.
Generate text, have conversations, write code, reason, and call functions with Qwen models.
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install QianWen-AI/qianwen-ai qianwen-text --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/text/qianwen-text .claude/skills/qianwen-text && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .claude/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-textType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install QianWen-AI/qianwen-ai qianwen-text --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/text/qianwen-text .agents/skills/qianwen-text && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .agents/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install QianWen-AI/qianwen-ai qianwen-text --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/text/qianwen-text .cursor/skills/qianwen-text && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .cursor/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/QianWen-AI/qianwen-ai.git --path skills/text/qianwen-text--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install QianWen-AI/qianwen-ai qianwen-text --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/text/qianwen-text .gemini/skills/qianwen-text && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .gemini/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install QianWen-AI/qianwen-ai qianwen-textInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/text/qianwen-text .github/skills/qianwen-text && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .github/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install QianWen-AI/qianwen-ai qianwen-text --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/QianWen-AI/qianwen-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/text/qianwen-text .opencode/skills/qianwen-text && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "qianwen-text" agent skill from https://github.com/QianWen-AI/qianwen-ai/tree/main/skills/text/qianwen-text into .opencode/skills/qianwen-text/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qianwen-text", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
qianwen-textGenerate text, have conversations, write code, reason, and call functions with Qwen models.
Qianwen Text is an agent skill from QianWen-AI/qianwen-ai. Generate text, have conversations, write code, reason, and call functions with Qwen models. TRIGGER when: user asks to chat with Qwen, generate text, write code with Qwen, use Qwen function calling, or explicitly invokes this skill by name (e.g. use qianwen-text). DO NOT TRIGGER when: general coding questions without Qwen, non-Qwen AI model usage (OpenAI, Gemini, etc.), image/video understanding (use qianwen-vision), image/video/audio generation.
Its SKILL.md is about 4.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `cdn/config/qianwen-text-config.json`, `cdn/config/qianwen-token-plan-config.json` and `cdn/references/qianwen-text-models.md`). Compatibility notes: Requires Python 3.9+ and curl. Cursor: auto-loaded. Claude Code: read this skill's SKILL.md before first use.
It sits in AI & LLM Engineering, covering Structured output and tool calling, Computer vision and Music and audio generation. It works with Qwen and OpenAI. The repository describes itself as: 将 QianWen 的全套 AI 技能折叠进你的 Agent 里,你提需求就行。 The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 11b1805. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pythonpipnpxFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
qianwenai.comAlso links to:
platform.qianwenai.comalioth.alicdn.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
DASHSCOPE_API_KEYQIANWEN_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires Python 3.9+ and curl. Cursor: auto-loaded. Claude Code: read this skill's SKILL.md before first use.
From compatibility in the SKILL.md frontmatter.
Qianwen Text loads about 4.7k tokens when it runs, and up to ~8.6k if it reads all its reference files. Until then it costs about 116 tokens; SKILL.md has 1,665 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
er the value. Never display contents of `.env` or confige it directly.** Instead, help create a `.env` file with a placeholder (`DASHSCOPE_API_KEY=sk-your-key-here`) and instruDASHSCOPE_API_KEY`/`QIANWEN_API_KEY` in `.env`. Skills may be installed independently.rm.qianwenai.com/home/api-keys); add to `.env`: `echo 'DASHSCOPE_API_KEY=sk-...' >> .env`; or run **qianwen-ops-auth** iAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from QianWen-AI/qianwen-ai at commit 11b1805, republished under its Apache-2.0 licence (© QianWen-AI). 1,665 words, ~4,688 tokens.
.claude/skills/qianwen-text/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.Generate text, conduct conversations, write code, and invoke tools using Qwen models through the OpenAI-compatible API. This skill is part of QianWen-AI/qianwen-ai.
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) |
NEVER output any API key or credential in plaintext. Always use variable references ($DASHSCOPE_API_KEY in shell,
os.environ["DASHSCOPE_API_KEY"] in Python). 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 (DASHSCOPE_API_KEY=sk-your-key-here) and instruct the user to replace it with their actual key from the QianWen Console. Only write the actual key value if the user explicitly requests it.
Both PAYG (sk-ws-...; legacy sk-...) and Token Plan (sk-sp-...) keys are supported. Detect
the API key type without exposing the Key:
python3 -c "
import sys; sys.path.insert(0, 'scripts')
from qianwen_lib import detect_api_key_type
print(detect_api_key_type('scripts/qianwen_lib.py'))
"| Output | Meaning |
|---|---|
token-plan | Token Plan key — use only models from the Token Plan catalog below. |
payg | Pay-as-you-go key — full model catalog available. |
not-set | No key configured. |
For Token Plan, fetch and read the current Token Plan model catalog, then use an exact listed model. If CDN access fails, use the local fallback.
Token Plan supports only specific models — use exactly a model from the references above; do not guess or probe model availability. For PAYG, continue below.
Before selecting, recommending, or defaulting a model, fetch and read the current Qwen text model catalog. It contains the model list, basic model information, recommendations, and default model. If CDN access fails, use the local fallback.
⚠️ Important: The model catalog is a point-in-time snapshot and may be outdated. Model availability changes frequently. Always check the official model list for the authoritative, up-to-date catalog before making model decisions.
Model details: For more information about a specific model, direct the user to
https://www.qianwenai.com/models/<model-name>. Replace<model-name>with the exact model ID; never modify or guess it.
Dynamic model queries: If the qianwen-model-selector skill or QianWen CLI (
qianwen models info <model>) is available, use it for real-time model data. CLI requires authentication — see the qianwen-usage skill for login flow.
DASHSCOPE_API_KEY/QIANWEN_API_KEY in .env. Skills may be installed independently.Before first execution, verify Python is available:
python3 --version # must be 3.9+If python3 is not found, try python --version or py -3 --version. If Python is unavailable or below 3.9, skip to *
Path 2 (curl)* in execution-guide.md.
Script path: Scripts are in the scripts/ subdirectory of this skill's directory (the directory containing this
SKILL.md). You MUST first locate this skill's installation directory, then ALWAYS use the full absolute path to execute
scripts. Do NOT assume scripts are in the current working directory. Do NOT use cd to switch directories before
execution.
Execution note: Run all scripts in the foreground — wait for stdout; do not background.
Discovery: Run python3 <this-skill-dir>/scripts/text.py --help first to see all available arguments.
python3 <this-skill-dir>/scripts/text.py \
--request '{"messages":[{"role":"user","content":"Hello!"}],"model":"qwen3.7-plus"}' \
--output output/qianwen-text/ --print-responseFor streaming (recommended for interactive use):
python3 <this-skill-dir>/scripts/text.py \
--request '{"messages":[{"role":"user","content":"Write a poem about the sea"}],"model":"qwen3.7-plus"}' \
--stream --print-response| Argument | Description |
|---|---|
--request '{...}' | JSON request body |
--file path.json | Load request from file (alternative to --request) |
--stream | Enable streaming output |
--output path | Save response JSON to path (file if .json suffix, otherwise directory); use distinct filenames across calls to avoid overwriting |
--print-response | Print response to stdout |
--model ID | Override model (also settable in request JSON) |
Model priority:
--modelCLI flag >"model"field in--requestJSON > built-in default.
0 + output contains valid JSON with choices field → success"code"/"message" error → failError, Traceback, 401, 403)--output is used, verify the response JSON file exists and contains choices[ACTION_REQUIRED] or [UPDATE_AVAILABLE]. If either signal is present, you MUST follow the instructions
in Update Check below before responding to the user.If the script fails, match the error output against the diagnostic table below to determine the resolution. If no match, read execution-guide.md for alternative paths: curl commands (Path 2), Python SDK code generation (Path 3), and autonomous resolution (Path 5).
If Python is not available at all → skip directly to Path 2 (curl) in execution-guide.md.
| Error Pattern | Diagnosis | Resolution |
|---|---|---|
command not found: python3 | Python not on PATH | Try python or py -3; install Python 3.9+ if missing |
Python 3.9+ required | Script version check failed | Upgrade Python to 3.9+ |
SyntaxError near type hints | Python < 3.9 | Upgrade Python to 3.9+ |
QIANWEN_API_KEY/DASHSCOPE_API_KEY not found | Missing API key | Obtain key from QianWen Console; add to .env: echo 'DASHSCOPE_API_KEY=sk-...' >> .env; or run qianwen-ops-auth if available |
HTTP 401 | Invalid or mismatched key | Run qianwen-ops-auth (non-plaintext check only); verify key is valid |
SSL: CERTIFICATE_VERIFY_FAILED | SSL cert issue (proxy/corporate) | macOS: run Install Certificates.command; else set SSL_CERT_FILE env var |
URLError / ConnectionError | Network unreachable | Check internet; set HTTPS_PROXY if behind proxy |
HTTP 429 | Rate limited | Wait and retry with backoff |
HTTP 5xx | Server error | Retry with backoff |
PermissionError | Can't write output | Use --output to specify writable directory |
| Field | Type | Description |
|---|---|---|
prompt / messages | string | array | User input or message list |
model | string | Model ID (e.g. qwen3.7-plus) |
system | string | System prompt (optional) |
temperature | float | 0–2, controls randomness |
max_tokens | int | Max output tokens |
tools | array | Function definitions for tool calling |
stream | bool | Enable streaming (recommended for interactive use) |
enable_thinking | bool | Enable thinking mode. Model defaults vary; check the model catalog above before overriding them. Adds latency for real-time tasks. |
| Field | Description |
|---|---|
text | Generated text content |
model | Model used |
usage | Token usage (prompt_tokens, completion_tokens) |
tool_calls | Function call requests (if tools used) |
These are API-level features supported through request parameters. All use the same chat/completions endpoint.
| Feature | How to Enable | Notes |
|---|---|---|
| Structured output | response_format: {"type": "json_schema", "json_schema": {...}} | Force JSON output conforming to schema |
| Web search | enable_search: true | Real-time web search augmented responses |
| Deep thinking | enable_thinking: true | Extended reasoning; only when user requests it |
| Function calling | tools: [...] | Define functions for tool use |
| Context cache | Automatic for repeated prefixes; or explicit session-based | Reduces cost for repeated context |
| Partial mode | Last message: {"role": "assistant", "content": "prefix…", "partial": true} | Continue/complete a prefix |
| Batch inference | Async batch API with JSONL input | 50% cost discount |
For detailed usage of each feature, see api-guide.md and sources.md.
| Error | Cause | Action |
|---|---|---|
401 Unauthorized | Invalid or missing API key | Run qianwen-ops-auth if available; else prompt user to set key (non-plaintext check only) |
429 Too Many Requests | Rate limit exceeded | Retry with backoff |
500 / 502 / 503 | Server error | Retry; check status page |
Invalid model | Model ID not found | Verify the ID against the model catalog above |
Invalid parameter | Bad request body | Validate JSON and field types |
TypeError: ...proxies | openai SDK vs httpx incompatibility | pip install --upgrade openai (>=1.55.0); or use script (pure stdlib) |
Usage & billing: Use the qianwen-usage skill to check usage, free tier quota, and billing directly. Alternatively, the user can visit the QianWen console: Usage Analytics | Pay-as-you-go Billing | Token Plan Subscription
NEVER fabricate, guess, or construct usage/billing/console URLs. Only provide the exact links listed in this skill. If a URL is not listed here, do not invent one.
Prefer the current working directory for all outputs. Default subdirectory when --output is used:
./output/qianwen-text/.
Write prohibition: NEVER write output files into this skill's installation directory or any skills/ hierarchy. All generated content must go to output/ under the current working directory or a user-specified path.
After script execution, check stderr for action signals. The script automatically detects update status and emits structured signals. You MUST act on them. This section also applies when the user explicitly asks to check for updates.
[ACTION_REQUIRED] qianwen-update-check skill is not installedWhen stderr contains this signal, you MUST present the following options to the user and wait for their response before proceeding. Do NOT silently skip this.
The update-check skill is not installed. It keeps you informed about new QianWen-AI/qianwen-ai features and bug fixes.
- Install now — I'll run the install command for you
- Skip for now — do nothing this time
- Never remind me — permanently suppress this prompt
After the user responds:
npx skills add QianWen-AI/qianwen-ai --skill qianwen-update-check -y, then run:
python3 <this-skill-scripts-dir>/gossamer.py --dismisspython3 <this-skill-scripts-dir>/gossamer.py --dismiss, then continue normallypython3 <this-skill-scripts-dir>/gossamer.py --never-install, then continue normally[UPDATE_AVAILABLE]When stderr contains this signal, you MUST append a brief update notice to your response, including the version info and the update command shown in the stderr output.
If stderr contains neither [ACTION_REQUIRED] nor [UPDATE_AVAILABLE], no action is needed — the skill is installed
and up to date (or cached within 24h).
When the user explicitly asks to check for updates (e.g. "check for updates", "check version"):
qianwen-update-check/SKILL.md in sibling skill directories.python3 <qianwen-update-check-dir>/scripts/check_update.py --print-response and report the result.© QianWen-AI, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 11 other files (scripts, references) in skills/text/qianwen-text of QianWen-AI/qianwen-ai.
Open the folder on GitHubat commit 11b1805
Qianwen Text next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Qianwen Text this skillQianWen-AI/qianwen-ai | 105 | — | ~4.7k | Automated safety check: Notes | Apache-2.0 | |
| Visionxiincs/claude-code-vision-skill | 170 | — | ~1.2k | Automated safety check: Pass | MIT | |
| VllmPrism-Shadow/penguin-harness | 2.5k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Local AI Agentsmicrosoft/ai-agents-for-beginners | 77k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Local AI Agentsmicrosoft/ai-agents-for-beginners | 77k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Local AI Agentsmicrosoft/ai-agents-for-beginners | 77k | — | ~1.7k | Automated safety check: Pass | MIT |
xiincs/claude-code-vision-skill
Call vision models (Doubao, Qwen, DeepSeek, OpenAI) to analyze images.
Prism-Shadow/penguin-harness
Deploy and serve LLMs with vLLM behind an OpenAI-compatible endpoint, with tool calling enabled for agent workloads.
microsoft/ai-agents-for-beginners
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models.
microsoft/ai-agents-for-beginners
Build local-first AI agents wey dey run fully for developer workstation wit Microsoft Foundry Local and Qwen function-calling models.
microsoft/ai-agents-for-beginners
Bumuo ng mga local-first AI agents na tumatakbo nang buong-buo sa isang developer workstation gamit ang Microsoft Foundry Local at Qwen function-calling models.
veniceai/skills
Generate images with Venice. An agent skill from veniceai/skills.
QianWen-AI/qianwen-ai
Synthesize speech from text with Qwen TTS models. An agent skill from QianWen-AI/qianwen-ai.
QianWen-AI/qianwen-ai
Generate and edit images using Wan and Qwen Image models. An agent skill from QianWen-AI/qianwen-ai.
QianWen-AI/qianwen-ai
Qwen AI Platform payment skill, used for account balance enquiries, fix-amount recharge, recharge page guidence, TokenPlan quotations, TokenPlan purchases and TokenPlan page guidence.
QianWen-AI/qianwen-ai
Generate videos using Wan and HappyHorse models. An agent skill from QianWen-AI/qianwen-ai.
QianWen-AI/qianwen-ai
Understand images and videos with Qwen vision models. An agent skill from QianWen-AI/qianwen-ai.
QianWen-AI/qianwen-ai
Check for qianwen-ai updates and notify the user when a new version is available.
Categories
Generate text, have conversations, write code, reason, and call functions with Qwen models. Qianwen Text is an agent skill from QianWen-AI/qianwen-ai. Generate text, have conversations, write code, reason, and call functions with Qwen models.
Qianwen Text fits situations like: : user asks to chat with Qwen; write code with Qwen; use Qwen function calling; explicitly invokes this skill by name (e.g.
Run `npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a claude-code`. Or copy the skill folder (skills/text/qianwen-text in QianWen-AI/qianwen-ai) into .claude/skills/qianwen-text in your project. Claude Code loads it when a task matches its description.
Run `npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a codex`. Or copy the skill folder (skills/text/qianwen-text in QianWen-AI/qianwen-ai) into .agents/skills/qianwen-text in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add QianWen-AI/qianwen-ai --skill qianwen-text -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qianwen-text, .gemini/skills/qianwen-text, .github/skills/qianwen-text and .opencode/skills/qianwen-text in your project.
Going by SKILL.md and its folder, Qianwen Text needs Python for the scripts in its folder, the command-line tools its instructions call (python3, python, pip and npx) and credentials named DASHSCOPE_API_KEY and QIANWEN_API_KEY. Our summary lists: Python 3; A credential in DASHSCOPE_API_KEY; A credential in QIANWEN_API_KEY. Compatibility (from SKILL.md): Requires Python 3.9+ and curl. Cursor: auto-loaded. Claude Code: read this skill's SKILL.md before first use..
SKILL.md names 3 domains. In commands or code: qianwenai.com; the agent is likely to contact it when it follows the instructions. As links in the text: platform.qianwenai.com and alioth.alicdn.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Qianwen Text is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.7k tokens (SKILL.md is roughly 19k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Qianwen Text: Vision (xiincs/claude-code-vision-skill, 170 stars), Vllm (Prism-Shadow/penguin-harness, 2.5k stars), Local AI Agents (microsoft/ai-agents-for-beginners, 77k stars) and Local AI Agents (microsoft/ai-agents-for-beginners, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
QianWen-AI (a GitHub organization) maintains it in QianWen-AI/qianwen-ai, which has 105 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.
Source: QianWen-AI/qianwen-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.