{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/qwen-code-action","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/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4","json_url":"https://onlylabs.fyi/signals/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4/signal.json","generated_at":"2026-06-11T03:59:03.117118+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/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4","signal_json":"https://onlylabs.fyi/signals/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4/signal.json","source":"https://github.com/QwenLM/qwen-code-action","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-code-action (Shell). 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-code-action · language Shell · New repo with low stars, routine. 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-code-action","source_host":"github.com","occurred_at":"2025-08-03T07:51:20+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Shell"},"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-code-action","source":"source"},{"label":"Language","value":"Shell","source":"source"},{"label":"Stars","value":"29","source":"traction"},{"label":"Notability","value":"New repo with low stars, routine","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"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-code-action"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:59:03.117118+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4/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/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/qwen-code-action","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-code-action\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/qwen-code-action","text":"Qwen (Alibaba Cloud) published repo QwenLM/qwen-code-action."},{"subject":"QwenLM/qwen-code-action","predicate":"is classified as","object":"repo signal","text":"QwenLM/qwen-code-action is classified as repo signal."},{"subject":"QwenLM/qwen-code-action","predicate":"belongs to","object":"repos desk","text":"QwenLM/qwen-code-action belongs to repos desk."},{"subject":"QwenLM/qwen-code-action","predicate":"has context","object":"Shell","text":"QwenLM/qwen-code-action has context Shell."},{"subject":"QwenLM/qwen-code-action","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-code-action has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/qwen-code-action","predicate":"has captured page count","object":"1","text":"QwenLM/qwen-code-action has captured page count 1."},{"subject":"QwenLM/qwen-code-action","predicate":"has readable page count","object":"1","text":"QwenLM/qwen-code-action has readable page count 1."},{"subject":"QwenLM/qwen-code-action","predicate":"has related signal count","object":"6","text":"QwenLM/qwen-code-action has related signal count 6."},{"subject":"QwenLM/qwen-code-action","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-code-action 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-code-action","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-code-action has source host github.com."},{"subject":"QwenLM/qwen-code-action","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/qwen-code-action has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/qwen-code-action","predicate":"has signal desk","object":"repos","text":"QwenLM/qwen-code-action has signal desk repos."},{"subject":"QwenLM/qwen-code-action","predicate":"has source host","object":"github.com","text":"QwenLM/qwen-code-action has source host github.com."},{"subject":"QwenLM/qwen-code-action","predicate":"has repository","object":"QwenLM/qwen-code-action","text":"QwenLM/qwen-code-action has repository QwenLM/qwen-code-action."},{"subject":"QwenLM/qwen-code-action","predicate":"has language","object":"Shell","text":"QwenLM/qwen-code-action has language Shell."},{"subject":"QwenLM/qwen-code-action","predicate":"has stars","object":"29","text":"QwenLM/qwen-code-action has stars 29."},{"subject":"QwenLM/qwen-code-action","predicate":"has notability","object":"New repo with low stars, routine","text":"QwenLM/qwen-code-action has notability New repo with low stars, routine."},{"subject":"QwenLM/qwen-code-action","predicate":"has watch term","object":"Infrastructure","text":"QwenLM/qwen-code-action has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/qwen-code-action (Shell). 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-code-action · language Shell · New repo with low stars, routine. 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-code-action","text":"Qwen (Alibaba Cloud) published repo QwenLM/qwen-code-action."},{"subject":"QwenLM/qwen-code-action","predicate":"is classified as","object":"repo signal","text":"QwenLM/qwen-code-action is classified as repo signal."},{"subject":"QwenLM/qwen-code-action","predicate":"belongs to","object":"repos desk","text":"QwenLM/qwen-code-action belongs to repos desk."},{"subject":"QwenLM/qwen-code-action","predicate":"has context","object":"Shell","text":"QwenLM/qwen-code-action has context Shell."},{"subject":"QwenLM/qwen-code-action","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/qwen-code-action has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6a59c418-c48c-4bd4-9d09-6f9c1f0650d4","url":"https://onlylabs.fyi/signals/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4","json_url":"https://onlylabs.fyi/signals/6a59c418-c48c-4bd4-9d09-6f9c1f0650d4/signal.json","source_url":"https://github.com/QwenLM/qwen-code-action","title":"QwenLM/qwen-code-action","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-08-03T07:51:20+00:00","first_seen_at":"2026-06-05T05:42:59.154483+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-code-action"]},"facets":{"repo":"QwenLM/qwen-code-action","language":"Shell"},"traction":{"github_stars":29,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/QwenLM/qwen-code-action","final_url":"https://github.com/QwenLM/qwen-code-action","title":"QwenLM/qwen-code-action repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:03.117118+00:00","bytes":20998,"raw_path":"755c88dda30ea84d306b50cf1ca7b4d0365c18a6358114fce0f22846c898b292.json","content_hash":"567c1524555442719809940578272b7ab5e39ac32fc0e51631c5fe98523870e4","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/qwen-code-action Description: A GitHub Action that integrates Qwen Code into your development workflow. Language: Shell License: Apache-2.0 Stars: 29 Forks: 8 Open issues: 3 Created: 2025-08-03T07:51:20Z Pushed: 2026-01-05T05:53:00Z Default branch: main Fork: no Archived: no README: qwen-code-action Overview `qwen-code-action` is a GitHub Action that integrates [Qwen Code] into your development workflow. It acts both as an autonomous agent for critical routine coding tasks, and an on-demand collaborator you can quickly delegate work to. Use it to perform GitHub pull request reviews, triage issues, perform code analysis and modification, and more using [Qwen Code] conversationally (e.g., `@qwencoder fix this issue`) directly inside your GitHub repositories. - [qwen-code-action](#qwen-code-action) - [Overview](#overview) - [Features](#features) - [Quick Start](#quick-start) - [1. Get a Qwen API Key](#1-get-a-qwen-api-key) - [2. Add it as a GitHub Secret](#2-add-it-as-a-github-secret) - [3. Update your .gitignore](#3-update-your-gitignore) - [4. Choose a Workflow](#4-choose-a-workflow) - [5. Try it out](#5-try-it-out) - [Workflows](#workflows) - [Qwen Code..."},"evidence_pages":[{"url":"https://github.com/QwenLM/qwen-code-action","final_url":"https://github.com/QwenLM/qwen-code-action","title":"QwenLM/qwen-code-action repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:03.117118+00:00","bytes":20998,"raw_path":"755c88dda30ea84d306b50cf1ca7b4d0365c18a6358114fce0f22846c898b292.json","content_hash":"567c1524555442719809940578272b7ab5e39ac32fc0e51631c5fe98523870e4","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/qwen-code-action Description: A GitHub Action that integrates Qwen Code into your development workflow. Language: Shell License: Apache-2.0 Stars: 29 Forks: 8 Open issues: 3 Created: 2025-08-03T07:51:20Z Pushed: 2026-01-05T05:53:00Z Default branch: main Fork: no Archived: no README: qwen-code-action Overview `qwen-code-action` is a GitHub Action that integrates [Qwen Code] into your development workflow. It acts both as an autonomous agent for critical routine coding tasks, and an on-demand collaborator you can quickly delegate work to. Use it to perform GitHub pull request reviews, triage issues, perform code analysis and modification, and more using [Qwen Code] conversationally (e.g., `@qwencoder fix this issue`) directly inside your GitHub repositories. - [qwen-code-action](#qwen-code-action) - [Overview](#overview) - [Features](#features) - [Quick Start](#quick-start) - [1. Get a Qwen API Key](#1-get-a-qwen-api-key) - [2. Add it as a GitHub Secret](#2-add-it-as-a-github-secret) - [3. Update your .gitignore](#3-update-your-gitignore) - [4. Choose a Workflow](#4-choose-a-workflow) - [5. Try it out](#5-try-it-out) - [Workflows](#workflows) - [Qwen Code..."}],"related_signals":[{"id":"cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","url":"https://onlylabs.fyi/signals/cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","source_url":"https://github.com/QwenLM/open-computer-use","title":"QwenLM/open-computer-use","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-06-01T08:10:48+00:00","first_seen_at":"2026-06-09T07:00:19.904658+00:00","date_source":"source"},{"id":"ed913285-e7b2-4360-9597-781340861ca6","url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6","source_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-28T03:46:53+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"34eb5dfd-321d-4e8f-b0da-49498c12414c","url":"https://onlylabs.fyi/signals/34eb5dfd-321d-4e8f-b0da-49498c12414c","source_url":"https://github.com/QwenLM/Qwen-Image-Bench","title":"QwenLM/Qwen-Image-Bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-21T03:41:40+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"95d8ede7-9114-4665-8daa-a0da982f875a","url":"https://onlylabs.fyi/signals/95d8ede7-9114-4665-8daa-a0da982f875a","source_url":"https://github.com/QwenLM/FlashQLA","title":"QwenLM/FlashQLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-24T09:18:05+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"e8c7f065-45a3-4af3-99ae-0c71de12ade9","url":"https://onlylabs.fyi/signals/e8c7f065-45a3-4af3-99ae-0c71de12ade9","source_url":"https://github.com/QwenLM/WebWorld","title":"QwenLM/WebWorld","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-13T14:02:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"d44d7358-ccf7-4e31-b8a3-253b62d26b31","url":"https://onlylabs.fyi/signals/d44d7358-ccf7-4e31-b8a3-253b62d26b31","source_url":"https://github.com/QwenLM/RationaleRM","title":"QwenLM/RationaleRM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-02T14:15:02+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"}]}