AI Search Hub
minsight-ai-info/AI-Search-Hub
Run the AI Search Hub browser automation scripts for Yuanbao, LongCat, Doubao, Qwen, Gemini, Grok, and MiniMax.
A skill your agent uses when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare…
MITAuto-check passed
Install Qwen Vision
$ npx skills add davepoon/buildwithclaude --skill qwen-vision -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davepoon/buildwithclaude qwen-vision --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/davepoon/buildwithclaude.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .claude/skills/qwen-vision && 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 "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .claude/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-visionType 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 davepoon/buildwithclaude --skill qwen-vision -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davepoon/buildwithclaude qwen-vision --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .agents/skills/qwen-vision && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .agents/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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 davepoon/buildwithclaude --skill qwen-vision -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davepoon/buildwithclaude qwen-vision --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .cursor/skills/qwen-vision && 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 "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .cursor/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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/davepoon/buildwithclaude.git --path plugins/give-claude-eyes/skills/qwen-vision--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 davepoon/buildwithclaude --skill qwen-vision -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davepoon/buildwithclaude qwen-vision --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .gemini/skills/qwen-vision && 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 "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .gemini/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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 davepoon/buildwithclaude qwen-visionInstalls 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 davepoon/buildwithclaude --skill qwen-vision -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .github/skills/qwen-vision && 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 "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .github/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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 davepoon/buildwithclaude --skill qwen-vision -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davepoon/buildwithclaude qwen-vision --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/give-claude-eyes/skills/qwen-vision .opencode/skills/qwen-vision && 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 "qwen-vision" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/give-claude-eyes/skills/qwen-vision into .opencode/skills/qwen-vision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwen-vision", 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.
Facts
- Skill name
qwen-vision- GitHub stars
- 3.6k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 464 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 247
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare…
- Works in 2 steps: DASHSCOPE_API_KEY environment variable… → Python 3.9+ with dashscope package…
- The user asks to analyze video
- SKILL.md covers How it works, Prerequisites, Basic usage and Parameters, plus 5 more sections
- Runs Python scripts from its folder; calls python3 and pip; needs DASHSCOPE_API_KEY
What it does
Qwen Vision is an agent skill from davepoon/buildwithclaude. Use when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare videos", "analyze this image", "what's in this screenshot", or when the user provides a video/image file path and expects visual understanding. Also trigger on: "qwen", "video bridge", "multimodal analysis", "motion analysis", "video reference", "video breakdown", "batch classify", or any task requiring understanding of video content that…
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/batch-pattern.md`, `references/prompt-tips.md` and `scripts/qwen_bridge.py`).
It works with Qwen and Python. The repository describes itself as: A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw. The licence is MIT.
When your agent uses it
- The user asks to analyze video
- Watch this video
- What happens in this video
- Describe this clip
Example prompts
- “analyze video”
- “watch this video”
- “what happens in this video”
- “/qwen-vision”
Requirements
- Python 3
- A credential in DASHSCOPE_API_KEY
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- DASHSCOPE_API_KEY environment variable set (get one at https://dashscope.console.aliyun.com/ or…
- Python 3.9+ with dashscope package installed
What it can do on your machine
Read from SKILL.md and the folder at commit 616deb5. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
dashscope.console.aliyun.commodelstudio.console.alibabacloud.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
DASHSCOPE_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Qwen Vision loads about 1.2k tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 138 tokens; SKILL.md has 464 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.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated 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.
SKILL.md
The full file from davepoon/buildwithclaude at commit 616deb5, republished under its MIT licence (© davepoon). 464 words, ~1,203 tokens.
Download SKILL.mdSave it as
.claude/skills/qwen-vision/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- qwen-vision
- description
- Use when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare videos", "analyze this image", "what's in this screenshot", or when the user provides a video/image file path and expects visual understanding. Also trigger on: "qwen", "video bridge", "multimodal analysis", "motion analysis", "video reference", "video breakdown", "batch classify", or any task requiring understanding of video content that Claude cannot do natively.
- version
- 0.1.0
Qwen Vision Bridge
Claude cannot natively understand video. This skill bridges that gap by calling Qwen Omni — a natively multimodal model that processes video with temporal attention (it sees motion, not just individual frames).
The bridge also handles images, useful when you want Qwen's analysis on screenshots, diagrams, or photos.
How it works
A Python script at ${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py sends media files to the Qwen API and returns the analysis as text. Call it via Bash.
Prerequisites
The user must have:
DASHSCOPE_API_KEYenvironment variable set (get one at https://dashscope.console.aliyun.com/ or https://modelstudio.console.alibabacloud.com/)- Python 3.9+ with
dashscopepackage installed
If the user hasn't set up yet, suggest running /qwen-setup first.
Basic usage
python3 "${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py" "/path/to/video.mp4" "Describe what happens in this video"Parameters
| Flag | Default | Description |
|---|---|---|
| (positional 1) | required | Path to video or image file |
| (positional 2) | generic prompt | Analysis prompt |
--fps | 2.0 | Frames per second to sample from video. Lower = cheaper, higher = more detail |
--model | qwen-omni-plus-latest | Qwen model to use |
--json | off | Output as JSON (for parsing) |
--context | none | Path to JSON file with previous conversation (multi-turn) |
--save-context | none | Save conversation context for follow-up questions |
--system-prompt | none | Custom system prompt for Qwen |
--prompt-file | none | Read prompt from a file instead of argument |
Supported formats
Video: .mp4, .mov, .avi, .mkv, .webm, .flv, .wmv Image: .png, .jpg, .jpeg, .gif, .webp, .bmp, .tiff
Patterns
Single video analysis
python3 "${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py" "/path/to/video.mp4" "Describe the character's body movement, poses, and transitions" --fps 2Parse the text response and use it in your answer to the user.
Batch analysis
When the user has multiple videos to analyze, write a Python script that loops through files and calls the bridge for each one. Use --json flag for machine-readable output. See references/batch-pattern.md for a template.
Multi-turn (follow-up questions)
# First question
python3 "${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py" video.mp4 "General analysis" --save-context /tmp/ctx.json
# Follow-up
python3 "${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py" video.mp4 "Tell me more about the lighting" --context /tmp/ctx.jsonImage analysis
Same script, just pass an image path instead of video:
python3 "${CLAUDE_PLUGIN_ROOT}/skills/qwen-vision/scripts/qwen_bridge.py" "/path/to/screenshot.png" "What UI elements are visible in this screenshot?"Show full SKILL.md (186 more words)Show less
Cost-saving tips
- Use
--fps 1for long videos or when fine detail isn't needed - Use
--fps 0.5for very long videos (minutes+) - For batch jobs, start with
--fps 1and increase only if results are too vague
Error handling
- If
DASHSCOPE_API_KEYis not set, the script exits with a clear error message. Guide the user to set it up. - If
dashscopeis not installed, suggestpip install dashscope. - If the API returns an error, the script prints the error code and message. Common issues: invalid key, quota exceeded, unsupported file format.
- If a video file is too large for the API, suggest lowering
--fpsor trimming the video first.
What Qwen sees vs what Claude sees
This is important context for the user: Qwen processes video frames with temporal attention — it understands motion, direction, rhythm, and transitions between frames. Claude analyzing individual screenshots cannot do this. When the user needs to understand what happens in a video (not just what a single frame looks like), this bridge is the right tool.
Additional resources
references/batch-pattern.md— template for batch video classificationreferences/prompt-tips.md— effective prompts for different analysis types
© davepoon, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (scripts, references) in plugins/give-claude-eyes/skills/qwen-vision of davepoon/buildwithclaude.
- SKILL.md
- references/batch-pattern.md
- references/prompt-tips.md
- scripts/qwen_bridge.py
Open the folder on GitHubat commit 616deb5
Compare with similar skills
Qwen Vision 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 |
|---|---|---|---|---|---|---|
| Qwen Vision this skilldavepoon/buildwithclaude | 3.6k | — | ~1.2k | Automated safety check: Pass | MIT | |
| AI Search Hubminsight-ai-info/AI-Search-Hub | 1.3k | — | ~1.3k | Automated safety check: Pass | None | |
| Qwen Mtp GgufR6410418/Jackrong-llm-finetuning-guide | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Pocketmen With Yousix-nut/PocketMen-with-you | 310 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Codex Panel Reproducelittlepeachs/NaturePanelForge | 223 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Crossreviewcoddy-project/coddy-agent | 168 | — | ~3.3k | Automated safety check: Pass | MIT |
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Related
Questions about Qwen Vision
What does Qwen Vision do?
A skill your agent uses when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare…. Qwen Vision is an agent skill from davepoon/buildwithclaude. Use when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "review this footage", "classify these videos", "compare videos", "analyze this image", "what's in this screenshot", or when the user provides a video/image file path and expects visual understanding.
When should I use Qwen Vision?
Qwen Vision fits situations like: the user asks to analyze video; watch this video; what happens in this video; describe this clip.
How do I install Qwen Vision in Claude Code?
Run `npx skills add davepoon/buildwithclaude --skill qwen-vision -a claude-code`. Or copy the skill folder (plugins/give-claude-eyes/skills/qwen-vision in davepoon/buildwithclaude) into .claude/skills/qwen-vision in your project. Claude Code loads it when a task matches its description.
How do I install Qwen Vision in Codex?
Run `npx skills add davepoon/buildwithclaude --skill qwen-vision -a codex`. Or copy the skill folder (plugins/give-claude-eyes/skills/qwen-vision in davepoon/buildwithclaude) into .agents/skills/qwen-vision in your project. Codex loads it when a task matches its description.
Can I use Qwen Vision in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add davepoon/buildwithclaude --skill qwen-vision -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qwen-vision, .gemini/skills/qwen-vision, .github/skills/qwen-vision and .opencode/skills/qwen-vision in your project.
What does Qwen Vision need to run?
Going by SKILL.md and its folder, Qwen Vision needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip) and credentials named DASHSCOPE_API_KEY. Our summary lists: Python 3; A credential in DASHSCOPE_API_KEY.
Does Qwen Vision access the network?
SKILL.md names 2 domains. As links in the text: dashscope.console.aliyun.com and modelstudio.console.alibabacloud.com. This is read from the text; nothing was executed.
Is Qwen Vision safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. 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.
What licence does Qwen Vision use?
Qwen Vision is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Qwen Vision use?
About 1.2k tokens (SKILL.md is roughly 4.8k 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 1.2k tokens, read only when the agent opens those files.
What are the alternatives to Qwen Vision?
Skills that share tags, products or a category with Qwen Vision: AI Search Hub (minsight-ai-info/AI-Search-Hub, 1.3k stars), Qwen Mtp Gguf (R6410418/Jackrong-llm-finetuning-guide, 1.7k stars), Pocketmen With You (six-nut/PocketMen-with-you, 310 stars) and Codex Panel Reproduce (littlepeachs/NaturePanelForge, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qwen Vision?
davepoon (a GitHub user) maintains it in davepoon/buildwithclaude, which has 3,610 GitHub stars. The repository holds 247 skills in this directory. The repository was last updated on October 9, 2026.
Source: davepoon/buildwithclaude on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.