[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-qwen-qwen-mm-plugins-core":3,"mdc-8tjgs-key":37,"related-org-qwen-qwen-mm-plugins-core":1184,"related-repo-qwen-qwen-mm-plugins-core":1367},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":32,"sourceUrl":35,"mdContent":36},"qwen-mm-plugins-core","analyze and visualize multimodal files","Vision-Language MCP tools for reading\u002Fvisualizing any file (images, videos, documents, code, data, 3D models, etc.) and calling VL APIs (caption, ASR, search, etc.).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"qwen","Qwen","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fqwen.png","QwenLM",[13,17,20,23],{"name":14,"slug":15,"type":16},"LLM","llm","tag",{"name":18,"slug":19,"type":16},"Data Analysis","data-analysis",{"name":21,"slug":22,"type":16},"MCP","mcp",{"name":24,"slug":25,"type":16},"Multimodal","multimodal",54,"https:\u002F\u002Fgithub.com\u002FQwenLM\u002FQwen-MM-Plugins","2026-08-05T05:58:39.78188",null,0,[],{"repoUrl":27,"stars":26,"forks":30,"topics":33,"description":34},[],"Make any agent harness multimodal-native.","https:\u002F\u002Fgithub.com\u002FQwenLM\u002FQwen-MM-Plugins\u002Ftree\u002FHEAD\u002Fsrc\u002Fcapabilities\u002Fcore\u002Fskill","---\nname: qwen-mm-plugins-core\ndescription: Vision-Language MCP tools for reading\u002Fvisualizing any file (images, videos, documents, code, data, 3D models, etc.) and calling VL APIs (caption, ASR, search, etc.).\n---\n\n# Qwen-MM-Plugins Core\n\nYou have `qwen-mm-plugins-core` MCP tools available. Use them to read and visualize any file (images, videos, documents, code, data, 3D models, notebooks, etc.) and to call vision-language APIs. Prefer these MCP tools over manual scripting.\n\nCheck the `qwen-mm-plugins-core` tools in your tool list for full schemas and parameters.\n\n## When to Use Which Tool\n\nNative reading (feeds content directly to you):\n- **See a file** (PDF, Office, CSV, code, notebook, 3D, ...) → `visualize`\n- **Read an image** with dynamic resolution → `read_image`\n- **Read a video** (extract frames) → `read_video`\n- **Save specific frame(s)** of a video to file (for image_search) → `save_view` (pass `times=[...]`)\n\nProducing \u002F annotating (writes an image file):\n- **Crop a rectangular region** from an image → `crop`\n- **Draw bounding boxes** on an image (e.g. to visualize `grounding` output) → `draw_bbox`\n\nExternal API calls (DashScope):\n- **Call an external VLM** about images\u002Fvideos → `vision_chat`\n- **Transcribe speech** from audio\u002Fvideo → `transcribe_audio`\n- **Detect\u002Flocate objects** in an image → `grounding`\n- **Extract text** from an image → `ocr`\n- **Segment objects** in an image → `segmentation`\n- **Reverse image search** to identify an entity from a frame → `image_search`\n- **Search the web** for facts → `web_search`\n- **Read a web page** in depth → `web_extractor`\n\n## Visualize — Supported Formats\n\n| Category | Extensions | Notes |\n|----------|-----------|-------|\n| Documents | `.pdf`, `.svg` | Built-in (pypdfium2 + resvg) |\n| Office | `.docx`, `.pptx`, `.vsdx` | Needs `libreoffice` |\n| Data | `.csv`, `.xlsx` | Text table + chart image |\n| Code | `.js`, `.ts`, `.py`, `.go`, `.rs`, `.md`, ... | Returns text (markdown code block) |\n| Plain text | `.txt`, `.text`, `.log` | Returns text (fenced block) |\n| Web pages | `.html`, `.htm`, `.mhtml` | Screenshot; needs `playwright` |\n| Diagrams | `.drawio` | XML → SVG rendering |\n| Subtitles | `.srt`, `.vtt` | Returns text |\n| 3D Models | `.obj`, `.stl`, `.glb`, `.gltf`, `.fbx`, `.ply`, `.step`, `.stp` | Built-in; `blender` for best quality |\n| GIS\u002FGeo | `.geojson`, `.kml`, `.shp` | Built-in |\n| Notebooks | `.ipynb` | Text cells + embedded images |\n| LaTeX | `.tex` | Compiles to PDF; falls back to source on failure |\n| Images\u002FVideos | `.jpg`, `.mp4`, ... | Delegates to `read_image`\u002F`read_video` |\n\nUse `pages` for page ranges, `budget` for resolution, `max_pages` to cap output.\n\n## Tips\n\n**Resolution budgets**: `small` for preview, `normal` (~1024) default, `large` for fine detail.\n\n**Video strategy**: `fps=0` auto-selects. Skim with `fps=1, budget=\"normal\"` in 5-min chunks, then detail with `fps=2, budget=\"large\"` on interesting segments. Use `start_time`\u002F`end_time` for windowing.\n\n**Vision chat**: pass `images`\u002F`videos` + `text` prompt. Default model `qwen3.7-plus`. Use `dry_run=true` to inspect payloads. Details in `references\u002Fvision_chat.md`.\n\n**Video knowledge & search** (any video question that needs external knowledge — identify a specific thing, OR a fact about what's shown that you can't confirm from the frames alone): watch with `read_video` — for a long video do a low-fps overview first (~32 frames, `fps≈32\u002Fduration`) then zoom, and don't run `ffmpeg`\u002Fmontage yourself — grab a frame with `save_view` (`times=[...]`), and you MUST confirm with `image_search` (reverse-search the frame) and\u002For `web_search` before answering — never commit from frames alone. Details in `references\u002Fvideo_search.md`.\n\n**ASR**: accepts audio or video, auto-chunks long files. Formats: `srt` (default), `text`, `json`. Needs `DASHSCOPE_API_KEY`.\n\n**Segmentation**: needs a SAM3 server (`SAM3_SERVER_URL`). To stand one up, run `references\u002Flaunch_sam3_server.py` (multi-GPU HTTP server; see its header for prerequisites).",{"data":38,"body":39},{"name":4,"description":6},{"type":40,"children":41},"root",[42,50,64,76,83,88,168,173,216,221,349,355,878,907,913,947,995,1051,1119,1158],{"type":43,"tag":44,"props":45,"children":46},"element","h1",{"id":4},[47],{"type":48,"value":49},"text","Qwen-MM-Plugins Core",{"type":43,"tag":51,"props":52,"children":53},"p",{},[54,56,62],{"type":48,"value":55},"You have ",{"type":43,"tag":57,"props":58,"children":60},"code",{"className":59},[],[61],{"type":48,"value":4},{"type":48,"value":63}," MCP tools available. Use them to read and visualize any file (images, videos, documents, code, data, 3D models, notebooks, etc.) and to call vision-language APIs. Prefer these MCP tools over manual scripting.",{"type":43,"tag":51,"props":65,"children":66},{},[67,69,74],{"type":48,"value":68},"Check the ",{"type":43,"tag":57,"props":70,"children":72},{"className":71},[],[73],{"type":48,"value":4},{"type":48,"value":75}," tools in your tool list for full schemas and parameters.",{"type":43,"tag":77,"props":78,"children":80},"h2",{"id":79},"when-to-use-which-tool",[81],{"type":48,"value":82},"When to Use Which Tool",{"type":43,"tag":51,"props":84,"children":85},{},[86],{"type":48,"value":87},"Native reading (feeds content directly to you):",{"type":43,"tag":89,"props":90,"children":91},"ul",{},[92,110,126,142],{"type":43,"tag":93,"props":94,"children":95},"li",{},[96,102,104],{"type":43,"tag":97,"props":98,"children":99},"strong",{},[100],{"type":48,"value":101},"See a file",{"type":48,"value":103}," (PDF, Office, CSV, code, notebook, 3D, ...) → ",{"type":43,"tag":57,"props":105,"children":107},{"className":106},[],[108],{"type":48,"value":109},"visualize",{"type":43,"tag":93,"props":111,"children":112},{},[113,118,120],{"type":43,"tag":97,"props":114,"children":115},{},[116],{"type":48,"value":117},"Read an image",{"type":48,"value":119}," with dynamic resolution → ",{"type":43,"tag":57,"props":121,"children":123},{"className":122},[],[124],{"type":48,"value":125},"read_image",{"type":43,"tag":93,"props":127,"children":128},{},[129,134,136],{"type":43,"tag":97,"props":130,"children":131},{},[132],{"type":48,"value":133},"Read a video",{"type":48,"value":135}," (extract frames) → ",{"type":43,"tag":57,"props":137,"children":139},{"className":138},[],[140],{"type":48,"value":141},"read_video",{"type":43,"tag":93,"props":143,"children":144},{},[145,150,152,158,160,166],{"type":43,"tag":97,"props":146,"children":147},{},[148],{"type":48,"value":149},"Save specific frame(s)",{"type":48,"value":151}," of a video to file (for image_search) → ",{"type":43,"tag":57,"props":153,"children":155},{"className":154},[],[156],{"type":48,"value":157},"save_view",{"type":48,"value":159}," (pass ",{"type":43,"tag":57,"props":161,"children":163},{"className":162},[],[164],{"type":48,"value":165},"times=[...]",{"type":48,"value":167},")",{"type":43,"tag":51,"props":169,"children":170},{},[171],{"type":48,"value":172},"Producing \u002F annotating (writes an image file):",{"type":43,"tag":89,"props":174,"children":175},{},[176,192],{"type":43,"tag":93,"props":177,"children":178},{},[179,184,186],{"type":43,"tag":97,"props":180,"children":181},{},[182],{"type":48,"value":183},"Crop a rectangular region",{"type":48,"value":185}," from an image → ",{"type":43,"tag":57,"props":187,"children":189},{"className":188},[],[190],{"type":48,"value":191},"crop",{"type":43,"tag":93,"props":193,"children":194},{},[195,200,202,208,210],{"type":43,"tag":97,"props":196,"children":197},{},[198],{"type":48,"value":199},"Draw bounding boxes",{"type":48,"value":201}," on an image (e.g. to visualize ",{"type":43,"tag":57,"props":203,"children":205},{"className":204},[],[206],{"type":48,"value":207},"grounding",{"type":48,"value":209}," output) → ",{"type":43,"tag":57,"props":211,"children":213},{"className":212},[],[214],{"type":48,"value":215},"draw_bbox",{"type":43,"tag":51,"props":217,"children":218},{},[219],{"type":48,"value":220},"External API calls (DashScope):",{"type":43,"tag":89,"props":222,"children":223},{},[224,240,256,271,286,301,317,333],{"type":43,"tag":93,"props":225,"children":226},{},[227,232,234],{"type":43,"tag":97,"props":228,"children":229},{},[230],{"type":48,"value":231},"Call an external VLM",{"type":48,"value":233}," about images\u002Fvideos → ",{"type":43,"tag":57,"props":235,"children":237},{"className":236},[],[238],{"type":48,"value":239},"vision_chat",{"type":43,"tag":93,"props":241,"children":242},{},[243,248,250],{"type":43,"tag":97,"props":244,"children":245},{},[246],{"type":48,"value":247},"Transcribe speech",{"type":48,"value":249}," from audio\u002Fvideo → ",{"type":43,"tag":57,"props":251,"children":253},{"className":252},[],[254],{"type":48,"value":255},"transcribe_audio",{"type":43,"tag":93,"props":257,"children":258},{},[259,264,266],{"type":43,"tag":97,"props":260,"children":261},{},[262],{"type":48,"value":263},"Detect\u002Flocate objects",{"type":48,"value":265}," in an image → ",{"type":43,"tag":57,"props":267,"children":269},{"className":268},[],[270],{"type":48,"value":207},{"type":43,"tag":93,"props":272,"children":273},{},[274,279,280],{"type":43,"tag":97,"props":275,"children":276},{},[277],{"type":48,"value":278},"Extract text",{"type":48,"value":185},{"type":43,"tag":57,"props":281,"children":283},{"className":282},[],[284],{"type":48,"value":285},"ocr",{"type":43,"tag":93,"props":287,"children":288},{},[289,294,295],{"type":43,"tag":97,"props":290,"children":291},{},[292],{"type":48,"value":293},"Segment objects",{"type":48,"value":265},{"type":43,"tag":57,"props":296,"children":298},{"className":297},[],[299],{"type":48,"value":300},"segmentation",{"type":43,"tag":93,"props":302,"children":303},{},[304,309,311],{"type":43,"tag":97,"props":305,"children":306},{},[307],{"type":48,"value":308},"Reverse image search",{"type":48,"value":310}," to identify an entity from a frame → ",{"type":43,"tag":57,"props":312,"children":314},{"className":313},[],[315],{"type":48,"value":316},"image_search",{"type":43,"tag":93,"props":318,"children":319},{},[320,325,327],{"type":43,"tag":97,"props":321,"children":322},{},[323],{"type":48,"value":324},"Search the web",{"type":48,"value":326}," for facts → ",{"type":43,"tag":57,"props":328,"children":330},{"className":329},[],[331],{"type":48,"value":332},"web_search",{"type":43,"tag":93,"props":334,"children":335},{},[336,341,343],{"type":43,"tag":97,"props":337,"children":338},{},[339],{"type":48,"value":340},"Read a web page",{"type":48,"value":342}," in depth → ",{"type":43,"tag":57,"props":344,"children":346},{"className":345},[],[347],{"type":48,"value":348},"web_extractor",{"type":43,"tag":77,"props":350,"children":352},{"id":351},"visualize-supported-formats",[353],{"type":48,"value":354},"Visualize — Supported Formats",{"type":43,"tag":356,"props":357,"children":358},"table",{},[359,383],{"type":43,"tag":360,"props":361,"children":362},"thead",{},[363],{"type":43,"tag":364,"props":365,"children":366},"tr",{},[367,373,378],{"type":43,"tag":368,"props":369,"children":370},"th",{},[371],{"type":48,"value":372},"Category",{"type":43,"tag":368,"props":374,"children":375},{},[376],{"type":48,"value":377},"Extensions",{"type":43,"tag":368,"props":379,"children":380},{},[381],{"type":48,"value":382},"Notes",{"type":43,"tag":384,"props":385,"children":386},"tbody",{},[387,418,460,489,548,584,626,648,677,756,792,814,836],{"type":43,"tag":364,"props":388,"children":389},{},[390,396,413],{"type":43,"tag":391,"props":392,"children":393},"td",{},[394],{"type":48,"value":395},"Documents",{"type":43,"tag":391,"props":397,"children":398},{},[399,405,407],{"type":43,"tag":57,"props":400,"children":402},{"className":401},[],[403],{"type":48,"value":404},".pdf",{"type":48,"value":406},", ",{"type":43,"tag":57,"props":408,"children":410},{"className":409},[],[411],{"type":48,"value":412},".svg",{"type":43,"tag":391,"props":414,"children":415},{},[416],{"type":48,"value":417},"Built-in (pypdfium2 + resvg)",{"type":43,"tag":364,"props":419,"children":420},{},[421,426,449],{"type":43,"tag":391,"props":422,"children":423},{},[424],{"type":48,"value":425},"Office",{"type":43,"tag":391,"props":427,"children":428},{},[429,435,436,442,443],{"type":43,"tag":57,"props":430,"children":432},{"className":431},[],[433],{"type":48,"value":434},".docx",{"type":48,"value":406},{"type":43,"tag":57,"props":437,"children":439},{"className":438},[],[440],{"type":48,"value":441},".pptx",{"type":48,"value":406},{"type":43,"tag":57,"props":444,"children":446},{"className":445},[],[447],{"type":48,"value":448},".vsdx",{"type":43,"tag":391,"props":450,"children":451},{},[452,454],{"type":48,"value":453},"Needs ",{"type":43,"tag":57,"props":455,"children":457},{"className":456},[],[458],{"type":48,"value":459},"libreoffice",{"type":43,"tag":364,"props":461,"children":462},{},[463,468,484],{"type":43,"tag":391,"props":464,"children":465},{},[466],{"type":48,"value":467},"Data",{"type":43,"tag":391,"props":469,"children":470},{},[471,477,478],{"type":43,"tag":57,"props":472,"children":474},{"className":473},[],[475],{"type":48,"value":476},".csv",{"type":48,"value":406},{"type":43,"tag":57,"props":479,"children":481},{"className":480},[],[482],{"type":48,"value":483},".xlsx",{"type":43,"tag":391,"props":485,"children":486},{},[487],{"type":48,"value":488},"Text table + chart image",{"type":43,"tag":364,"props":490,"children":491},{},[492,497,543],{"type":43,"tag":391,"props":493,"children":494},{},[495],{"type":48,"value":496},"Code",{"type":43,"tag":391,"props":498,"children":499},{},[500,506,507,513,514,520,521,527,528,534,535,541],{"type":43,"tag":57,"props":501,"children":503},{"className":502},[],[504],{"type":48,"value":505},".js",{"type":48,"value":406},{"type":43,"tag":57,"props":508,"children":510},{"className":509},[],[511],{"type":48,"value":512},".ts",{"type":48,"value":406},{"type":43,"tag":57,"props":515,"children":517},{"className":516},[],[518],{"type":48,"value":519},".py",{"type":48,"value":406},{"type":43,"tag":57,"props":522,"children":524},{"className":523},[],[525],{"type":48,"value":526},".go",{"type":48,"value":406},{"type":43,"tag":57,"props":529,"children":531},{"className":530},[],[532],{"type":48,"value":533},".rs",{"type":48,"value":406},{"type":43,"tag":57,"props":536,"children":538},{"className":537},[],[539],{"type":48,"value":540},".md",{"type":48,"value":542},", ...",{"type":43,"tag":391,"props":544,"children":545},{},[546],{"type":48,"value":547},"Returns text (markdown code block)",{"type":43,"tag":364,"props":549,"children":550},{},[551,556,579],{"type":43,"tag":391,"props":552,"children":553},{},[554],{"type":48,"value":555},"Plain text",{"type":43,"tag":391,"props":557,"children":558},{},[559,565,566,572,573],{"type":43,"tag":57,"props":560,"children":562},{"className":561},[],[563],{"type":48,"value":564},".txt",{"type":48,"value":406},{"type":43,"tag":57,"props":567,"children":569},{"className":568},[],[570],{"type":48,"value":571},".text",{"type":48,"value":406},{"type":43,"tag":57,"props":574,"children":576},{"className":575},[],[577],{"type":48,"value":578},".log",{"type":43,"tag":391,"props":580,"children":581},{},[582],{"type":48,"value":583},"Returns text (fenced block)",{"type":43,"tag":364,"props":585,"children":586},{},[587,592,615],{"type":43,"tag":391,"props":588,"children":589},{},[590],{"type":48,"value":591},"Web pages",{"type":43,"tag":391,"props":593,"children":594},{},[595,601,602,608,609],{"type":43,"tag":57,"props":596,"children":598},{"className":597},[],[599],{"type":48,"value":600},".html",{"type":48,"value":406},{"type":43,"tag":57,"props":603,"children":605},{"className":604},[],[606],{"type":48,"value":607},".htm",{"type":48,"value":406},{"type":43,"tag":57,"props":610,"children":612},{"className":611},[],[613],{"type":48,"value":614},".mhtml",{"type":43,"tag":391,"props":616,"children":617},{},[618,620],{"type":48,"value":619},"Screenshot; needs ",{"type":43,"tag":57,"props":621,"children":623},{"className":622},[],[624],{"type":48,"value":625},"playwright",{"type":43,"tag":364,"props":627,"children":628},{},[629,634,643],{"type":43,"tag":391,"props":630,"children":631},{},[632],{"type":48,"value":633},"Diagrams",{"type":43,"tag":391,"props":635,"children":636},{},[637],{"type":43,"tag":57,"props":638,"children":640},{"className":639},[],[641],{"type":48,"value":642},".drawio",{"type":43,"tag":391,"props":644,"children":645},{},[646],{"type":48,"value":647},"XML → SVG rendering",{"type":43,"tag":364,"props":649,"children":650},{},[651,656,672],{"type":43,"tag":391,"props":652,"children":653},{},[654],{"type":48,"value":655},"Subtitles",{"type":43,"tag":391,"props":657,"children":658},{},[659,665,666],{"type":43,"tag":57,"props":660,"children":662},{"className":661},[],[663],{"type":48,"value":664},".srt",{"type":48,"value":406},{"type":43,"tag":57,"props":667,"children":669},{"className":668},[],[670],{"type":48,"value":671},".vtt",{"type":43,"tag":391,"props":673,"children":674},{},[675],{"type":48,"value":676},"Returns text",{"type":43,"tag":364,"props":678,"children":679},{},[680,685,743],{"type":43,"tag":391,"props":681,"children":682},{},[683],{"type":48,"value":684},"3D Models",{"type":43,"tag":391,"props":686,"children":687},{},[688,694,695,701,702,708,709,715,716,722,723,729,730,736,737],{"type":43,"tag":57,"props":689,"children":691},{"className":690},[],[692],{"type":48,"value":693},".obj",{"type":48,"value":406},{"type":43,"tag":57,"props":696,"children":698},{"className":697},[],[699],{"type":48,"value":700},".stl",{"type":48,"value":406},{"type":43,"tag":57,"props":703,"children":705},{"className":704},[],[706],{"type":48,"value":707},".glb",{"type":48,"value":406},{"type":43,"tag":57,"props":710,"children":712},{"className":711},[],[713],{"type":48,"value":714},".gltf",{"type":48,"value":406},{"type":43,"tag":57,"props":717,"children":719},{"className":718},[],[720],{"type":48,"value":721},".fbx",{"type":48,"value":406},{"type":43,"tag":57,"props":724,"children":726},{"className":725},[],[727],{"type":48,"value":728},".ply",{"type":48,"value":406},{"type":43,"tag":57,"props":731,"children":733},{"className":732},[],[734],{"type":48,"value":735},".step",{"type":48,"value":406},{"type":43,"tag":57,"props":738,"children":740},{"className":739},[],[741],{"type":48,"value":742},".stp",{"type":43,"tag":391,"props":744,"children":745},{},[746,748,754],{"type":48,"value":747},"Built-in; ",{"type":43,"tag":57,"props":749,"children":751},{"className":750},[],[752],{"type":48,"value":753},"blender",{"type":48,"value":755}," for best quality",{"type":43,"tag":364,"props":757,"children":758},{},[759,764,787],{"type":43,"tag":391,"props":760,"children":761},{},[762],{"type":48,"value":763},"GIS\u002FGeo",{"type":43,"tag":391,"props":765,"children":766},{},[767,773,774,780,781],{"type":43,"tag":57,"props":768,"children":770},{"className":769},[],[771],{"type":48,"value":772},".geojson",{"type":48,"value":406},{"type":43,"tag":57,"props":775,"children":777},{"className":776},[],[778],{"type":48,"value":779},".kml",{"type":48,"value":406},{"type":43,"tag":57,"props":782,"children":784},{"className":783},[],[785],{"type":48,"value":786},".shp",{"type":43,"tag":391,"props":788,"children":789},{},[790],{"type":48,"value":791},"Built-in",{"type":43,"tag":364,"props":793,"children":794},{},[795,800,809],{"type":43,"tag":391,"props":796,"children":797},{},[798],{"type":48,"value":799},"Notebooks",{"type":43,"tag":391,"props":801,"children":802},{},[803],{"type":43,"tag":57,"props":804,"children":806},{"className":805},[],[807],{"type":48,"value":808},".ipynb",{"type":43,"tag":391,"props":810,"children":811},{},[812],{"type":48,"value":813},"Text cells + embedded images",{"type":43,"tag":364,"props":815,"children":816},{},[817,822,831],{"type":43,"tag":391,"props":818,"children":819},{},[820],{"type":48,"value":821},"LaTeX",{"type":43,"tag":391,"props":823,"children":824},{},[825],{"type":43,"tag":57,"props":826,"children":828},{"className":827},[],[829],{"type":48,"value":830},".tex",{"type":43,"tag":391,"props":832,"children":833},{},[834],{"type":48,"value":835},"Compiles to PDF; falls back to source on failure",{"type":43,"tag":364,"props":837,"children":838},{},[839,844,861],{"type":43,"tag":391,"props":840,"children":841},{},[842],{"type":48,"value":843},"Images\u002FVideos",{"type":43,"tag":391,"props":845,"children":846},{},[847,853,854,860],{"type":43,"tag":57,"props":848,"children":850},{"className":849},[],[851],{"type":48,"value":852},".jpg",{"type":48,"value":406},{"type":43,"tag":57,"props":855,"children":857},{"className":856},[],[858],{"type":48,"value":859},".mp4",{"type":48,"value":542},{"type":43,"tag":391,"props":862,"children":863},{},[864,866,871,873],{"type":48,"value":865},"Delegates to ",{"type":43,"tag":57,"props":867,"children":869},{"className":868},[],[870],{"type":48,"value":125},{"type":48,"value":872},"\u002F",{"type":43,"tag":57,"props":874,"children":876},{"className":875},[],[877],{"type":48,"value":141},{"type":43,"tag":51,"props":879,"children":880},{},[881,883,889,891,897,899,905],{"type":48,"value":882},"Use ",{"type":43,"tag":57,"props":884,"children":886},{"className":885},[],[887],{"type":48,"value":888},"pages",{"type":48,"value":890}," for page ranges, ",{"type":43,"tag":57,"props":892,"children":894},{"className":893},[],[895],{"type":48,"value":896},"budget",{"type":48,"value":898}," for resolution, ",{"type":43,"tag":57,"props":900,"children":902},{"className":901},[],[903],{"type":48,"value":904},"max_pages",{"type":48,"value":906}," to cap output.",{"type":43,"tag":77,"props":908,"children":910},{"id":909},"tips",[911],{"type":48,"value":912},"Tips",{"type":43,"tag":51,"props":914,"children":915},{},[916,921,923,929,931,937,939,945],{"type":43,"tag":97,"props":917,"children":918},{},[919],{"type":48,"value":920},"Resolution budgets",{"type":48,"value":922},": ",{"type":43,"tag":57,"props":924,"children":926},{"className":925},[],[927],{"type":48,"value":928},"small",{"type":48,"value":930}," for preview, ",{"type":43,"tag":57,"props":932,"children":934},{"className":933},[],[935],{"type":48,"value":936},"normal",{"type":48,"value":938}," (~1024) default, ",{"type":43,"tag":57,"props":940,"children":942},{"className":941},[],[943],{"type":48,"value":944},"large",{"type":48,"value":946}," for fine detail.",{"type":43,"tag":51,"props":948,"children":949},{},[950,955,956,962,964,970,972,978,980,986,987,993],{"type":43,"tag":97,"props":951,"children":952},{},[953],{"type":48,"value":954},"Video strategy",{"type":48,"value":922},{"type":43,"tag":57,"props":957,"children":959},{"className":958},[],[960],{"type":48,"value":961},"fps=0",{"type":48,"value":963}," auto-selects. Skim with ",{"type":43,"tag":57,"props":965,"children":967},{"className":966},[],[968],{"type":48,"value":969},"fps=1, budget=\"normal\"",{"type":48,"value":971}," in 5-min chunks, then detail with ",{"type":43,"tag":57,"props":973,"children":975},{"className":974},[],[976],{"type":48,"value":977},"fps=2, budget=\"large\"",{"type":48,"value":979}," on interesting segments. Use ",{"type":43,"tag":57,"props":981,"children":983},{"className":982},[],[984],{"type":48,"value":985},"start_time",{"type":48,"value":872},{"type":43,"tag":57,"props":988,"children":990},{"className":989},[],[991],{"type":48,"value":992},"end_time",{"type":48,"value":994}," for windowing.",{"type":43,"tag":51,"props":996,"children":997},{},[998,1003,1005,1011,1012,1018,1020,1025,1027,1033,1035,1041,1043,1049],{"type":43,"tag":97,"props":999,"children":1000},{},[1001],{"type":48,"value":1002},"Vision chat",{"type":48,"value":1004},": pass ",{"type":43,"tag":57,"props":1006,"children":1008},{"className":1007},[],[1009],{"type":48,"value":1010},"images",{"type":48,"value":872},{"type":43,"tag":57,"props":1013,"children":1015},{"className":1014},[],[1016],{"type":48,"value":1017},"videos",{"type":48,"value":1019}," + ",{"type":43,"tag":57,"props":1021,"children":1023},{"className":1022},[],[1024],{"type":48,"value":48},{"type":48,"value":1026}," prompt. Default model ",{"type":43,"tag":57,"props":1028,"children":1030},{"className":1029},[],[1031],{"type":48,"value":1032},"qwen3.7-plus",{"type":48,"value":1034},". Use ",{"type":43,"tag":57,"props":1036,"children":1038},{"className":1037},[],[1039],{"type":48,"value":1040},"dry_run=true",{"type":48,"value":1042}," to inspect payloads. Details in ",{"type":43,"tag":57,"props":1044,"children":1046},{"className":1045},[],[1047],{"type":48,"value":1048},"references\u002Fvision_chat.md",{"type":48,"value":1050},".",{"type":43,"tag":51,"props":1052,"children":1053},{},[1054,1059,1061,1066,1068,1074,1076,1082,1084,1089,1091,1096,1098,1103,1105,1110,1112,1118],{"type":43,"tag":97,"props":1055,"children":1056},{},[1057],{"type":48,"value":1058},"Video knowledge & search",{"type":48,"value":1060}," (any video question that needs external knowledge — identify a specific thing, OR a fact about what's shown that you can't confirm from the frames alone): watch with ",{"type":43,"tag":57,"props":1062,"children":1064},{"className":1063},[],[1065],{"type":48,"value":141},{"type":48,"value":1067}," — for a long video do a low-fps overview first (~32 frames, ",{"type":43,"tag":57,"props":1069,"children":1071},{"className":1070},[],[1072],{"type":48,"value":1073},"fps≈32\u002Fduration",{"type":48,"value":1075},") then zoom, and don't run ",{"type":43,"tag":57,"props":1077,"children":1079},{"className":1078},[],[1080],{"type":48,"value":1081},"ffmpeg",{"type":48,"value":1083},"\u002Fmontage yourself — grab a frame with ",{"type":43,"tag":57,"props":1085,"children":1087},{"className":1086},[],[1088],{"type":48,"value":157},{"type":48,"value":1090}," (",{"type":43,"tag":57,"props":1092,"children":1094},{"className":1093},[],[1095],{"type":48,"value":165},{"type":48,"value":1097},"), and you MUST confirm with ",{"type":43,"tag":57,"props":1099,"children":1101},{"className":1100},[],[1102],{"type":48,"value":316},{"type":48,"value":1104}," (reverse-search the frame) and\u002For ",{"type":43,"tag":57,"props":1106,"children":1108},{"className":1107},[],[1109],{"type":48,"value":332},{"type":48,"value":1111}," before answering — never commit from frames alone. Details in ",{"type":43,"tag":57,"props":1113,"children":1115},{"className":1114},[],[1116],{"type":48,"value":1117},"references\u002Fvideo_search.md",{"type":48,"value":1050},{"type":43,"tag":51,"props":1120,"children":1121},{},[1122,1127,1129,1135,1137,1142,1143,1149,1151,1157],{"type":43,"tag":97,"props":1123,"children":1124},{},[1125],{"type":48,"value":1126},"ASR",{"type":48,"value":1128},": accepts audio or video, auto-chunks long files. Formats: ",{"type":43,"tag":57,"props":1130,"children":1132},{"className":1131},[],[1133],{"type":48,"value":1134},"srt",{"type":48,"value":1136}," (default), ",{"type":43,"tag":57,"props":1138,"children":1140},{"className":1139},[],[1141],{"type":48,"value":48},{"type":48,"value":406},{"type":43,"tag":57,"props":1144,"children":1146},{"className":1145},[],[1147],{"type":48,"value":1148},"json",{"type":48,"value":1150},". Needs ",{"type":43,"tag":57,"props":1152,"children":1154},{"className":1153},[],[1155],{"type":48,"value":1156},"DASHSCOPE_API_KEY",{"type":48,"value":1050},{"type":43,"tag":51,"props":1159,"children":1160},{},[1161,1166,1168,1174,1176,1182],{"type":43,"tag":97,"props":1162,"children":1163},{},[1164],{"type":48,"value":1165},"Segmentation",{"type":48,"value":1167},": needs a SAM3 server (",{"type":43,"tag":57,"props":1169,"children":1171},{"className":1170},[],[1172],{"type":48,"value":1173},"SAM3_SERVER_URL",{"type":48,"value":1175},"). To stand one up, run ",{"type":43,"tag":57,"props":1177,"children":1179},{"className":1178},[],[1180],{"type":48,"value":1181},"references\u002Flaunch_sam3_server.py",{"type":48,"value":1183}," (multi-GPU HTTP server; see its header for prerequisites).",{"items":1185,"total":1366},[1186,1201,1218,1234,1250,1264,1280,1294,1307,1321,1333,1348],{"slug":1187,"name":1187,"fn":1188,"description":1189,"org":1190,"tags":1191,"stars":1198,"repoUrl":1199,"updatedAt":1200},"batch","execute parallel batch operations on files","Execute batch operations on multiple files in parallel. Automatically discovers files, splits into chunks, and processes with parallel worker agents. Use `\u002Fbatch` followed by operation and file pattern.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1192,1195],{"name":1193,"slug":1194,"type":16},"Automation","automation",{"name":1196,"slug":1197,"type":16},"Concurrency","concurrency",26008,"https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code","2026-07-20T05:58:45.650067",{"slug":1202,"name":1202,"fn":1203,"description":1204,"org":1205,"tags":1206,"stars":1198,"repoUrl":1199,"updatedAt":1217},"cua-driver-rs","drive native GUI applications via MCP","Drive a native GUI app (macOS, Windows, Linux) via the cua-driver CLI (default) or MCP server — snapshot its accessibility tree, click\u002Ftype\u002Fscroll by element_index or pixel coords, verify via re-snapshot, all without bringing the target to the foreground. Use when the user asks you to operate, drive, automate, or perform a GUI task in a real application on the host.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1207,1210,1213,1216],{"name":1208,"slug":1209,"type":16},"Accessibility","accessibility",{"name":1211,"slug":1212,"type":16},"Browser Automation","browser-automation",{"name":1214,"slug":1215,"type":16},"Desktop","desktop",{"name":21,"slug":22,"type":16},"2026-07-16T05:59:28.687299",{"slug":1219,"name":1219,"fn":1220,"description":1221,"org":1222,"tags":1223,"stars":1198,"repoUrl":1199,"updatedAt":1233},"dataviz","design and validate data visualizations","Design guidance for charts, graphs, dashboards, maps, and data visualizations, including a local palette validator.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1224,1227,1230],{"name":1225,"slug":1226,"type":16},"Charts","charts",{"name":1228,"slug":1229,"type":16},"Dashboards","dashboards",{"name":1231,"slug":1232,"type":16},"Data Visualization","data-visualization","2026-07-16T05:59:28.31755",{"slug":1235,"name":1235,"fn":1236,"description":1237,"org":1238,"tags":1239,"stars":1198,"repoUrl":1199,"updatedAt":1249},"extension-creator","create Qwen Code extensions","Create, scaffold, customize, validate, and locally test Qwen Code extensions. Use when the user wants a new Qwen Code extension, needs help choosing an extension template, wants to add QWEN.md context, commands, skills, agents, MCP servers, settings, hooks, channels, or LSP servers, or asks how to link and test an extension locally. Invoke with `\u002Fextension-creator` followed by an extension path and optional template name.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1240,1243,1246],{"name":1241,"slug":1242,"type":16},"Coding","coding",{"name":1244,"slug":1245,"type":16},"Documentation","documentation",{"name":1247,"slug":1248,"type":16},"Plugin Development","plugin-development","2026-07-16T05:59:24.818967",{"slug":1251,"name":1251,"fn":1252,"description":1253,"org":1254,"tags":1255,"stars":1198,"repoUrl":1199,"updatedAt":1263},"loop","run scheduled or self-paced prompt loops","Create a loop that runs a prompt now and follows up either on a fixed schedule or through self-paced wakeups. Usage - \u002Floop check the build, \u002Floop 5m check the build, \u002Floop check the PR every 30m. \u002Floop list to show jobs, \u002Floop clear to cancel all.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1256,1257,1260],{"name":1193,"slug":1194,"type":16},{"name":1258,"slug":1259,"type":16},"Productivity","productivity",{"name":1261,"slug":1262,"type":16},"Scheduling","scheduling","2026-07-16T05:59:25.50027",{"slug":1265,"name":1265,"fn":1266,"description":1267,"org":1268,"tags":1269,"stars":1198,"repoUrl":1199,"updatedAt":1279},"new-app","build new applications from scratch","Workflow for creating new applications from scratch. Covers requirements gathering, tech stack selection, scaffolding, implementation, and delivery of a functional prototype.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1270,1273,1276],{"name":1271,"slug":1272,"type":16},"Engineering","engineering",{"name":1274,"slug":1275,"type":16},"Prototyping","prototyping",{"name":1277,"slug":1278,"type":16},"Web Development","web-development","2026-07-16T05:59:25.157573",{"slug":1281,"name":1281,"fn":1282,"description":1283,"org":1284,"tags":1285,"stars":1198,"repoUrl":1199,"updatedAt":1293},"qc-helper","provide Qwen Code usage and configuration support","Answer any question about Qwen Code usage, features, configuration, and troubleshooting by referencing the official user documentation. Also helps users view or modify their settings.json. Invoke with `\u002Fqc-helper` followed by a question, e.g. `\u002Fqc-helper how do I configure MCP servers?` or `\u002Fqc-helper change approval mode to yolo`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1286,1289,1290],{"name":1287,"slug":1288,"type":16},"Configuration","configuration",{"name":1244,"slug":1245,"type":16},{"name":1291,"slug":1292,"type":16},"Reference","reference","2026-07-16T05:59:29.118413",{"slug":1295,"name":1295,"fn":1296,"description":1297,"org":1298,"tags":1299,"stars":1198,"repoUrl":1199,"updatedAt":1306},"review","review code for quality and security","Review changed code for correctness, security, code quality, and performance. Use when the user asks to review code changes, a PR, or specific files. Invoke with `\u002Freview`, `\u002Freview \u003Cpr-number>`, `\u002Freview \u003Cfile-path>`, `\u002Freview \u003Cpr-number> --comment` to post inline comments on the PR, or `\u002Freview --fix` to apply the findings to your working tree. Add `--effort low|medium|high` to trade depth for speed (defaults to high for PRs, medium for local changes).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1300,1303],{"name":1301,"slug":1302,"type":16},"Code Review","code-review",{"name":1304,"slug":1305,"type":16},"Security","security","2026-08-05T05:37:32.013531",{"slug":1308,"name":1308,"fn":1309,"description":1310,"org":1311,"tags":1312,"stars":1198,"repoUrl":1199,"updatedAt":1320},"simplify","clean up and simplify code changes","Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup improvements. Use when the user wants a post-implementation cleanup pass, pre-PR polish, or asks to simplify\u002Frefine recent changes. Invoke with `\u002Fsimplify` or `\u002Fsimplify \u003Cfocus>`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1313,1316,1317],{"name":1314,"slug":1315,"type":16},"Code Analysis","code-analysis",{"name":1271,"slug":1272,"type":16},{"name":1318,"slug":1319,"type":16},"Performance","performance","2026-07-20T05:58:46.653811",{"slug":1322,"name":1322,"fn":1323,"description":1324,"org":1325,"tags":1326,"stars":1198,"repoUrl":1199,"updatedAt":1332},"stuck","diagnose and debug stuck Qwen Code sessions","Diagnose frozen, stuck, or slow Qwen Code sessions on this machine. Scans for problematic processes, high CPU\u002Fmemory usage, hung subprocesses, and debug logs. Use \u002Fstuck or \u002Fstuck \u003CPID> to focus on a specific process.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1327,1330,1331],{"name":1328,"slug":1329,"type":16},"Debugging","debugging",{"name":1271,"slug":1272,"type":16},{"name":1318,"slug":1319,"type":16},"2026-07-16T05:59:25.838629",{"slug":1334,"name":1334,"fn":1335,"description":1336,"org":1337,"tags":1338,"stars":1345,"repoUrl":1346,"updatedAt":1347},"open-computer-use","configure Open Computer Use MCP server","Platform-neutral guidance for using Open Computer Use, the open-source Computer Use MCP server and CLI for macOS, Linux, and Windows. Use when an agent needs to install, verify, troubleshoot, configure, or operate Open Computer Use through its native CLI, stdio MCP server, or direct Computer Use tool calls.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1339,1340,1343,1344],{"name":1193,"slug":1194,"type":16},{"name":1341,"slug":1342,"type":16},"CLI","cli",{"name":1214,"slug":1215,"type":16},{"name":21,"slug":22,"type":16},176,"https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fopen-computer-use","2026-07-16T05:59:22.010839",{"slug":1349,"name":1349,"fn":1350,"description":1351,"org":1352,"tags":1353,"stars":1363,"repoUrl":1364,"updatedAt":1365},"auto-pr","automate pull request submission and review","Automated PR submission assistant, including code review, documentation generation, and PR creation",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1354,1355,1356,1357,1360],{"name":1193,"slug":1194,"type":16},{"name":1301,"slug":1302,"type":16},{"name":1244,"slug":1245,"type":16},{"name":1358,"slug":1359,"type":16},"GitHub","github",{"name":1361,"slug":1362,"type":16},"Pull Requests","pull-requests",136,"https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code-examples","2026-07-16T06:00:01.890524",26,{"items":1368,"total":1439},[1369,1388,1395,1414,1427],{"slug":1370,"name":1370,"fn":1371,"description":1372,"org":1373,"tags":1374,"stars":26,"repoUrl":27,"updatedAt":1387},"qwen-mm-plugins-blender","build and edit 3D scenes in Blender","Use whenever a task involves building or editing a 3D scene or asset in Blender — modeling, characters\u002Fpeople, architecture\u002Finteriors, terrain\u002Flandscapes, props, materials, lighting, or rendering. Covers discovering installed add-ons, using generators, importing and REFINING ready-made assets, and matching the result to the spec. Requires a running Blender instance with the blender-mcp addon (see Prerequisite).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1375,1378,1381,1384],{"name":1376,"slug":1377,"type":16},"3D","3d",{"name":1379,"slug":1380,"type":16},"Animation","animation",{"name":1382,"slug":1383,"type":16},"Creative","creative",{"name":1385,"slug":1386,"type":16},"Design","design","2026-08-05T05:58:30.425245",{"slug":4,"name":4,"fn":5,"description":6,"org":1389,"tags":1390,"stars":26,"repoUrl":27,"updatedAt":28},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1391,1392,1393,1394],{"name":18,"slug":19,"type":16},{"name":14,"slug":15,"type":16},{"name":21,"slug":22,"type":16},{"name":24,"slug":25,"type":16},{"slug":1396,"name":1396,"fn":1397,"description":1398,"org":1399,"tags":1400,"stars":26,"repoUrl":27,"updatedAt":1413},"qwen-mm-plugins-edu-agent","generate math problem solving tutorial videos","Generate step-by-step math problem-solving tutorial videos in Chinese (Mandarin).\nUse when: (1) a user provides a math problem and wants an explanation video,\n(2) someone says \"make a math tutorial\", \"explain this equation\", \"create a\nteaching video for this problem\", \"讲解这道题\", \"生成解题视频\",\n(3) the user wants a Chinese-language math lesson covering formulas, equations,\nor geometric figures, (4) the user shares a math problem in text or LaTeX and\nasks for a video walkthrough, (5) the input is an image_assets\u002F folder\ncontaining problem images — the skill will extract the problem via visual\nrecognition, solve it, and generate a tutorial video. Teaching components are\nrendered as realistic objects (solid opaque panels, 3D cards, SVG figures) with a\nmodern aurora mesh aesthetic.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1401,1404,1407,1410],{"name":1402,"slug":1403,"type":16},"Content Creation","content-creation",{"name":1405,"slug":1406,"type":16},"Education","education",{"name":1408,"slug":1409,"type":16},"Mathematics","mathematics",{"name":1411,"slug":1412,"type":16},"Video","video","2026-08-05T05:58:40.128581",{"slug":1415,"name":1415,"fn":1416,"description":1417,"org":1418,"tags":1419,"stars":26,"repoUrl":27,"updatedAt":1426},"qwen-mm-plugins-freecad","model parts and assemblies in FreeCAD","Use whenever a task involves parametric CAD in FreeCAD — modeling parts and assemblies, editing object properties, technical drawings, importing\u002Fexporting STEP\u002FSTL\u002FOBJ\u002FDXF, PDF\u002FExcel reports from a model, or finite-element (FEM\u002FCalculiX) analysis. Requires a running FreeCAD instance with the FreeCADMCP addon (see Prerequisite).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1420,1421,1424,1425],{"name":1376,"slug":1377,"type":16},{"name":1422,"slug":1423,"type":16},"CAD","cad",{"name":1385,"slug":1386,"type":16},{"name":1271,"slug":1272,"type":16},"2026-08-05T05:58:40.567406",{"slug":1428,"name":1428,"fn":1429,"description":1430,"org":1431,"tags":1432,"stars":26,"repoUrl":27,"updatedAt":1438},"qwen-mm-plugins-video-memory","analyze long form video content","Triggered for long videos (30+ minutes), whether a single file or a directory of multiple videos. Vision-language MCP tools designed for efficient reading and semantic analysis of long videos (30+ minutes), supporting memory construction and semantic search.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1433,1436,1437],{"name":1434,"slug":1435,"type":16},"Analysis","analysis",{"name":24,"slug":25,"type":16},{"name":1411,"slug":1412,"type":16},"2026-08-05T05:58:28.007509",5]