{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/SWE-CARE","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13","json_url":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13/signal.json","generated_at":"2026-06-11T03:17:59.082976+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13","signal_json":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13/signal.json","source":"https://github.com/inclusionAI/SWE-CARE","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/SWE-CARE (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/SWE-CARE · language Python · 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/inclusionAI/SWE-CARE","source_host":"github.com","occurred_at":"2025-10-10T07:36:39+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/SWE-CARE","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"15","source":"traction"},{"label":"Notability","value":"New repo with low stars, routine","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/inclusionAI/SWE-CARE"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:59.082976+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/SWE-CARE","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/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 InclusionAI (Ant Group)'s repo signal \"inclusionAI/SWE-CARE\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/SWE-CARE","text":"InclusionAI (Ant Group) published repo inclusionAI/SWE-CARE."},{"subject":"inclusionAI/SWE-CARE","predicate":"is classified as","object":"repo signal","text":"inclusionAI/SWE-CARE is classified as repo signal."},{"subject":"inclusionAI/SWE-CARE","predicate":"belongs to","object":"repos desk","text":"inclusionAI/SWE-CARE belongs to repos desk."},{"subject":"inclusionAI/SWE-CARE","predicate":"has context","object":"Python","text":"inclusionAI/SWE-CARE has context Python."},{"subject":"inclusionAI/SWE-CARE","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/SWE-CARE has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/SWE-CARE","predicate":"has captured page count","object":"1","text":"inclusionAI/SWE-CARE has captured page count 1."},{"subject":"inclusionAI/SWE-CARE","predicate":"has readable page count","object":"1","text":"inclusionAI/SWE-CARE has readable page count 1."},{"subject":"inclusionAI/SWE-CARE","predicate":"has related signal count","object":"6","text":"inclusionAI/SWE-CARE has related signal count 6."},{"subject":"inclusionAI/SWE-CARE","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":"inclusionAI/SWE-CARE 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":"inclusionAI/SWE-CARE","predicate":"has source host","object":"github.com","text":"inclusionAI/SWE-CARE has source host github.com."},{"subject":"inclusionAI/SWE-CARE","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/SWE-CARE has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/SWE-CARE","predicate":"has signal desk","object":"repos","text":"inclusionAI/SWE-CARE has signal desk repos."},{"subject":"inclusionAI/SWE-CARE","predicate":"has source host","object":"github.com","text":"inclusionAI/SWE-CARE has source host github.com."},{"subject":"inclusionAI/SWE-CARE","predicate":"has repository","object":"inclusionAI/SWE-CARE","text":"inclusionAI/SWE-CARE has repository inclusionAI/SWE-CARE."},{"subject":"inclusionAI/SWE-CARE","predicate":"has language","object":"Python","text":"inclusionAI/SWE-CARE has language Python."},{"subject":"inclusionAI/SWE-CARE","predicate":"has stars","object":"15","text":"inclusionAI/SWE-CARE has stars 15."},{"subject":"inclusionAI/SWE-CARE","predicate":"has notability","object":"New repo with low stars, routine","text":"inclusionAI/SWE-CARE has notability New repo with low stars, routine."},{"subject":"inclusionAI/SWE-CARE","predicate":"has watch term","object":"Eval methodology","text":"inclusionAI/SWE-CARE has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/SWE-CARE (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/SWE-CARE · language Python · New repo with low stars, routine. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/SWE-CARE","text":"InclusionAI (Ant Group) published repo inclusionAI/SWE-CARE."},{"subject":"inclusionAI/SWE-CARE","predicate":"is classified as","object":"repo signal","text":"inclusionAI/SWE-CARE is classified as repo signal."},{"subject":"inclusionAI/SWE-CARE","predicate":"belongs to","object":"repos desk","text":"inclusionAI/SWE-CARE belongs to repos desk."},{"subject":"inclusionAI/SWE-CARE","predicate":"has context","object":"Python","text":"inclusionAI/SWE-CARE has context Python."},{"subject":"inclusionAI/SWE-CARE","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/SWE-CARE has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f9d020c4-e04f-40e7-89a0-37e88a746d13","url":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13","json_url":"https://onlylabs.fyi/signals/f9d020c4-e04f-40e7-89a0-37e88a746d13/signal.json","source_url":"https://github.com/inclusionAI/SWE-CARE","title":"inclusionAI/SWE-CARE","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2025-10-10T07:36:39+00:00","first_seen_at":"2026-06-05T22:32:24.915565+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/inclusionAI/SWE-CARE"]},"facets":{"repo":"inclusionAI/SWE-CARE","language":"Python"},"traction":{"github_stars":15,"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/inclusionAI/SWE-CARE","final_url":"https://github.com/inclusionAI/SWE-CARE","title":"inclusionAI/SWE-CARE repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:59.082976+00:00","bytes":29920,"raw_path":"d6c18e864e1b09487304353e33a0a02e3791a9d8fab24d8112c2fd7994b90108.json","content_hash":"c78add7f08f988cbbff149051dc1107259a9f202b5be4f683f926a66cae7ecd6","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/SWE-CARE Language: Python License: Apache-2.0 Stars: 15 Forks: 13 Open issues: 0 Created: 2025-10-10T07:36:39Z Pushed: 2026-04-21T07:29:00Z Default branch: main Fork: no Archived: no README: SWE-CARE: A Comprehensiveness-aware Benchmark for Evaluation of Code Review <p align=\"center\"> <a href=\"https://arxiv.org/pdf/2509.14856\"> <img src=\"https://img.shields.io/badge/Tech Report-arXiv-red\"></a> <a href=\"https://huggingface.co/datasets/inclusionAI/SWE-CARE\"> <img src=\"https://img.shields.io/badge/Dataset-HuggingFace-orange\"></a> <a href=\"https://github.com/inclusionAI/SWE-CARE/blob/main/LICENSE\"> <img src=\"https://img.shields.io/badge/License-Apache-blue\"></a> </p> A comprehensiveness-aware benchmark for repository-level CR evaluation. 📝 Overview Code review (CR) refers to the process of having other developers on the team check the code written by a particular developer. It aims to improve the code quality and find code defects and plays an important role in software quality maintenance. Some research had proposed some CR benchmarks and automatic CR approaches. However, existing CR benchmarks and approaches, lack of comprehensiveness, which is not close to the real..."},"evidence_pages":[{"url":"https://github.com/inclusionAI/SWE-CARE","final_url":"https://github.com/inclusionAI/SWE-CARE","title":"inclusionAI/SWE-CARE repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:59.082976+00:00","bytes":29920,"raw_path":"d6c18e864e1b09487304353e33a0a02e3791a9d8fab24d8112c2fd7994b90108.json","content_hash":"c78add7f08f988cbbff149051dc1107259a9f202b5be4f683f926a66cae7ecd6","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/SWE-CARE Language: Python License: Apache-2.0 Stars: 15 Forks: 13 Open issues: 0 Created: 2025-10-10T07:36:39Z Pushed: 2026-04-21T07:29:00Z Default branch: main Fork: no Archived: no README: SWE-CARE: A Comprehensiveness-aware Benchmark for Evaluation of Code Review <p align=\"center\"> <a href=\"https://arxiv.org/pdf/2509.14856\"> <img src=\"https://img.shields.io/badge/Tech Report-arXiv-red\"></a> <a href=\"https://huggingface.co/datasets/inclusionAI/SWE-CARE\"> <img src=\"https://img.shields.io/badge/Dataset-HuggingFace-orange\"></a> <a href=\"https://github.com/inclusionAI/SWE-CARE/blob/main/LICENSE\"> <img src=\"https://img.shields.io/badge/License-Apache-blue\"></a> </p> A comprehensiveness-aware benchmark for repository-level CR evaluation. 📝 Overview Code review (CR) refers to the process of having other developers on the team check the code written by a particular developer. It aims to improve the code quality and find code defects and plays an important role in software quality maintenance. Some research had proposed some CR benchmarks and automatic CR approaches. However, existing CR benchmarks and approaches, lack of comprehensiveness, which is not close to the real..."}],"related_signals":[{"id":"275d30a7-26c0-4331-8e3b-fcc34b6af9ef","url":"https://onlylabs.fyi/signals/275d30a7-26c0-4331-8e3b-fcc34b6af9ef","source_url":"https://github.com/inclusionAI/ARGenSeg","title":"inclusionAI/ARGenSeg","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-14T15:36:42+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"1817732d-ce18-4e4f-a139-c3fb5e507a49","url":"https://onlylabs.fyi/signals/1817732d-ce18-4e4f-a139-c3fb5e507a49","source_url":"https://github.com/inclusionAI/DR-Venus","title":"inclusionAI/DR-Venus","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-20T09:31:31+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"9a21494b-5ba2-424e-87c9-16abaf1356a3","url":"https://onlylabs.fyi/signals/9a21494b-5ba2-424e-87c9-16abaf1356a3","source_url":"https://github.com/inclusionAI/LLaDA2.0-Uni","title":"inclusionAI/LLaDA2.0-Uni","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-17T08:48:24+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"de8b40c9-261c-48b6-a3c5-5012b2eb971b","url":"https://onlylabs.fyi/signals/de8b40c9-261c-48b6-a3c5-5012b2eb971b","source_url":"https://github.com/inclusionAI/TC-AE","title":"inclusionAI/TC-AE","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-07T09:26:43+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"f4b1629a-a734-48e8-be6b-7f9e4b5525b6","url":"https://onlylabs.fyi/signals/f4b1629a-a734-48e8-be6b-7f9e4b5525b6","source_url":"https://github.com/inclusionAI/cuLA","title":"inclusionAI/cuLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-02T07:05:32+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"42164c78-e9e2-4639-b3d1-59d6b3e133e4","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","source_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-02-12T08:14:14+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"}]}