{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/qwen-mm-plugins-hub","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12","json_url":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12/signal.json","generated_at":"2026-09-11T19:08:29.027Z","evidence_latest_fetched_at":"2026-09-10T07:03:02.036977+00:00","signal_first_seen_at":"2026-09-10T07:00:46.797649+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12","signal_json":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12/signal.json","source":"https://github.com/QwenLM/qwen-mm-plugins-hub","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/qwen-mm-plugins-hub (HTML). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/qwen-mm-plugins-hub · language HTML. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/qwen-mm-plugins-hub","source_host":"github.com","occurred_at":"2026-09-09T07:40:40+00:00","first_seen_at":"2026-09-10T07:00:46.797649+00:00","date_source":"source","context":"HTML"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/qwen-mm-plugins-hub","source":"source"},{"label":"Language","value":"HTML","source":"source"},{"label":"Stars","value":"2","source":"traction"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/qwen-mm-plugins-hub"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-10T07:03:02.036977+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/qwen-mm-plugins-hub","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Qwen (Alibaba Cloud)'s repo signal \"QwenLM/qwen-mm-plugins-hub\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/qwen-mm-plugins-hub","text":"Qwen (Alibaba Cloud) published repo QwenLM/qwen-mm-plugins-hub."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"is classified as","object":"repo signal","text":"QwenLM/qwen-mm-plugins-hub is classified as repo signal."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"belongs to","object":"repos desk","text":"QwenLM/qwen-mm-plugins-hub belongs to repos desk."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has context","object":"HTML","text":"QwenLM/qwen-mm-plugins-hub has context HTML."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-mm-plugins-hub has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has captured page count","object":"1","text":"QwenLM/qwen-mm-plugins-hub has captured page count 1."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has readable page count","object":"1","text":"QwenLM/qwen-mm-plugins-hub has readable page count 1."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has related signal count","object":"6","text":"QwenLM/qwen-mm-plugins-hub has related signal count 6."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"QwenLM/qwen-mm-plugins-hub has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-mm-plugins-hub has source host github.com."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/qwen-mm-plugins-hub has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has signal desk","object":"repos","text":"QwenLM/qwen-mm-plugins-hub has signal desk repos."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-mm-plugins-hub has source host github.com."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has repository","object":"QwenLM/qwen-mm-plugins-hub","text":"QwenLM/qwen-mm-plugins-hub has repository QwenLM/qwen-mm-plugins-hub."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has language","object":"HTML","text":"QwenLM/qwen-mm-plugins-hub has language HTML."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has stars","object":"2","text":"QwenLM/qwen-mm-plugins-hub has stars 2."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has watch term","object":"Agents and tool use","text":"QwenLM/qwen-mm-plugins-hub has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/qwen-mm-plugins-hub (HTML). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/qwen-mm-plugins-hub · language HTML. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/qwen-mm-plugins-hub","text":"Qwen (Alibaba Cloud) published repo QwenLM/qwen-mm-plugins-hub."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"is classified as","object":"repo signal","text":"QwenLM/qwen-mm-plugins-hub is classified as repo signal."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"belongs to","object":"repos desk","text":"QwenLM/qwen-mm-plugins-hub belongs to repos desk."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has context","object":"HTML","text":"QwenLM/qwen-mm-plugins-hub has context HTML."},{"subject":"QwenLM/qwen-mm-plugins-hub","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-mm-plugins-hub has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bab9d1f2-9c22-4f42-92c7-5993c7740a12","url":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12","json_url":"https://onlylabs.fyi/signals/bab9d1f2-9c22-4f42-92c7-5993c7740a12/signal.json","source_url":"https://github.com/QwenLM/qwen-mm-plugins-hub","title":"QwenLM/qwen-mm-plugins-hub","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-09-09T07:40:40+00:00","first_seen_at":"2026-09-10T07:00:46.797649+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/qwen-mm-plugins-hub"]},"facets":{"repo":"QwenLM/qwen-mm-plugins-hub","language":"HTML"},"traction":{"github_stars":2,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/QwenLM/qwen-mm-plugins-hub","final_url":"https://github.com/QwenLM/qwen-mm-plugins-hub","title":"QwenLM/qwen-mm-plugins-hub repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-10T07:03:02.036977+00:00","bytes":11046,"raw_path":"ed3e82d0e66f5ed5c3a5cf32d7870eab3461693d301f4c82efde32b9e5531179.json","content_hash":"5b8deec00c07bd62a5c4e6388fb238076b3085c98f4195abe35c4139355e7697","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/qwen-mm-plugins-hub Description: A documentation for Qwen-MM-Plugins Language: HTML License: Apache-2.0 Stars: 1 Forks: 0 Open issues: 0 Created: 2026-09-09T07:40:40Z Pushed: 2026-09-09T21:03:10Z Default branch: main Fork: no Archived: no README: Qwen MM Plugins Hub Documentation, tool references, and cookbooks for Qwen MM Plugins. [Browse the Hub](https://qwenlm.github.io/qwen-mm-plugins-hub/) · [Install plugins](https://qwenlm.github.io/qwen-mm-plugins-hub/docs/) · [Plugin source](https://github.com/QwenLM/Qwen-MM-Plugins) Use the plugins Open the [Hub](https://qwenlm.github.io/qwen-mm-plugins-hub/), choose a plugin, and follow its **Install** tab. Its **Cookbook** has workflows and examples. You do not need to run this repository. Add or update a plugin 1. **In [Qwen-MM-Plugins](https://github.com/QwenLM/Qwen-MM-Plugins):** implement the plugin, write its Skill and tool docstrings, and register it using [Add a new plugin](https://qwenlm.github.io/qwen-mm-plugins-hub/docs/how-to-add-new-capability/). Update existing plugins in the same place. 2. **In this repository:** add or edit `content/cookbooks//usage.md`. Put example files in `public/cases///assert/` and link them..."},"evidence_pages":[],"related_signals":[{"id":"c2304bd2-d4f2-4622-9def-e71964302d65","url":"https://onlylabs.fyi/signals/c2304bd2-d4f2-4622-9def-e71964302d65","source_url":"https://github.com/QwenLM/E-CommerceBench","title":"QwenLM/E-CommerceBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-08-26T06:10:37+00:00","first_seen_at":"2026-09-02T07:03:12.374873+00:00","date_source":"source"},{"id":"2fb45f1b-8923-4122-ab64-3a2652349212","url":"https://onlylabs.fyi/signals/2fb45f1b-8923-4122-ab64-3a2652349212","source_url":"https://github.com/QwenLM/Qwen-Drive-1.0","title":"QwenLM/Qwen-Drive-1.0","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-08-25T03:19:48+00:00","first_seen_at":"2026-09-03T07:00:46.409536+00:00","date_source":"source"},{"id":"70d6d348-a961-4981-9584-01daa91c0e3e","url":"https://onlylabs.fyi/signals/70d6d348-a961-4981-9584-01daa91c0e3e","source_url":"https://github.com/QwenLM/Qwen3.8-Flash-Next","title":"QwenLM/Qwen3.8-Flash-Next","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-08-24T02:50:39+00:00","first_seen_at":"2026-08-27T07:01:40.779314+00:00","date_source":"source"},{"id":"db5c470f-1f64-4a36-8791-4217983891f9","url":"https://onlylabs.fyi/signals/db5c470f-1f64-4a36-8791-4217983891f9","source_url":"https://github.com/QwenLM/Qwen-MM-Plugins","title":"QwenLM/Qwen-MM-Plugins","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-07-29T09:14:34+00:00","first_seen_at":"2026-08-05T07:00:44.041666+00:00","date_source":"source"},{"id":"233c024b-5dbc-4195-bf62-7dab71707ea1","url":"https://onlylabs.fyi/signals/233c024b-5dbc-4195-bf62-7dab71707ea1","source_url":"https://github.com/QwenLM/Qwen-RobotNav","title":"QwenLM/Qwen-RobotNav","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-06-29T19:06:24+00:00","first_seen_at":"2026-06-30T07:00:45.737729+00:00","date_source":"source"},{"id":"d0fc37c0-8be6-4eb6-898a-0974d10b92ad","url":"https://onlylabs.fyi/signals/d0fc37c0-8be6-4eb6-898a-0974d10b92ad","source_url":"https://github.com/QwenLM/Qwen-RobotManip","title":"QwenLM/Qwen-RobotManip","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-06-29T19:05:02+00:00","first_seen_at":"2026-06-30T07:00:45.737729+00:00","date_source":"source"}]}