{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Repo: meituan-longcat/LongCat-Next","description":"Meituan (LongCat) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e","json_url":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e/signal.json","generated_at":"2026-06-11T02:51:56.608986+00:00","org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/meituan","dossier_json_url":"https://onlylabs.fyi/labs/meituan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e","signal_json":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e/signal.json","source":"https://github.com/meituan-longcat/LongCat-Next","lab_dossier":"https://onlylabs.fyi/labs/meituan","lab_dossier_json":"https://onlylabs.fyi/labs/meituan/dossier.json","analysis":"https://onlylabs.fyi/analysis/meituan","analysis_json":"https://onlylabs.fyi/analysis/meituan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meituan/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":"Meituan (LongCat) published meituan-longcat/LongCat-Next. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo meituan-longcat/LongCat-Next · New repo, moderate stars, not a major release. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/meituan-longcat/LongCat-Next","source_host":"github.com","occurred_at":"2026-03-25T14:59:18+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Meituan (LongCat)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"meituan-longcat/LongCat-Next","source":"source"},{"label":"Stars","value":"437","source":"traction"},{"label":"Notability","value":"New repo, moderate stars, not a major release","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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/meituan-longcat/LongCat-Next"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:56.608986+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e/signal.json","dossier_json":"https://onlylabs.fyi/labs/meituan/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/meituan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meituan/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/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e/signal.json","required":true},{"label":"source","url":"https://github.com/meituan-longcat/LongCat-Next","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/meituan/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/meituan/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 Meituan (LongCat)'s repo signal \"meituan-longcat/LongCat-Next\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published repo","object":"meituan-longcat/LongCat-Next","text":"Meituan (LongCat) published repo meituan-longcat/LongCat-Next."},{"subject":"meituan-longcat/LongCat-Next","predicate":"is classified as","object":"repo signal","text":"meituan-longcat/LongCat-Next is classified as repo signal."},{"subject":"meituan-longcat/LongCat-Next","predicate":"belongs to","object":"repos desk","text":"meituan-longcat/LongCat-Next belongs to repos desk."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Next has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has captured page count","object":"1","text":"meituan-longcat/LongCat-Next has captured page count 1."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has readable page count","object":"1","text":"meituan-longcat/LongCat-Next has readable page count 1."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has related signal count","object":"6","text":"meituan-longcat/LongCat-Next has related signal count 6."},{"subject":"meituan-longcat/LongCat-Next","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":"meituan-longcat/LongCat-Next 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":"meituan-longcat/LongCat-Next","predicate":"has source host","object":"github.com","text":"meituan-longcat/LongCat-Next has source host github.com."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/LongCat-Next has lab Meituan (LongCat)."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has signal desk","object":"repos","text":"meituan-longcat/LongCat-Next has signal desk repos."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has source host","object":"github.com","text":"meituan-longcat/LongCat-Next has source host github.com."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has repository","object":"meituan-longcat/LongCat-Next","text":"meituan-longcat/LongCat-Next has repository meituan-longcat/LongCat-Next."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has stars","object":"437","text":"meituan-longcat/LongCat-Next has stars 437."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has notability","object":"New repo, moderate stars, not a major release","text":"meituan-longcat/LongCat-Next has notability New repo, moderate stars, not a major release."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has watch term","object":"Eval methodology","text":"meituan-longcat/LongCat-Next has watch term Eval methodology."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has watch term","object":"Model card","text":"meituan-longcat/LongCat-Next has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"Meituan (LongCat) published meituan-longcat/LongCat-Next. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo meituan-longcat/LongCat-Next · New repo, moderate stars, not a major release. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published repo","object":"meituan-longcat/LongCat-Next","text":"Meituan (LongCat) published repo meituan-longcat/LongCat-Next."},{"subject":"meituan-longcat/LongCat-Next","predicate":"is classified as","object":"repo signal","text":"meituan-longcat/LongCat-Next is classified as repo signal."},{"subject":"meituan-longcat/LongCat-Next","predicate":"belongs to","object":"repos desk","text":"meituan-longcat/LongCat-Next belongs to repos desk."},{"subject":"meituan-longcat/LongCat-Next","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/LongCat-Next has evidence coverage 1 captured evidence page."}]},"signal":{"id":"aaabc3ba-90f3-4dfc-9a7a-64e177e8371e","url":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e","json_url":"https://onlylabs.fyi/signals/aaabc3ba-90f3-4dfc-9a7a-64e177e8371e/signal.json","source_url":"https://github.com/meituan-longcat/LongCat-Next","title":"meituan-longcat/LongCat-Next","summary":"Meituan (LongCat) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-25T14:59:18+00:00","first_seen_at":"2026-06-05T20:58:48.478227+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/meituan-longcat/LongCat-Next"]},"facets":{"repo":"meituan-longcat/LongCat-Next"},"traction":{"github_stars":437,"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/meituan-longcat/LongCat-Next","final_url":"https://github.com/meituan-longcat/LongCat-Next","title":"meituan-longcat/LongCat-Next repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:56.608986+00:00","bytes":26206,"raw_path":"bc4ac68bed0c4c66aac6e606a869a132e394d108b2c0680a35effb85d3d6a896.json","content_hash":"1252377af1ca4aaa371f395ff48397cdd496d9d43f88b1670a910d84fe8753d8","excerpt_chars":1200,"truncated":true,"excerpt":"meituan-longcat/LongCat-Next License: MIT Stars: 438 Forks: 23 Open issues: 9 Created: 2026-03-25T14:59:18Z Pushed: 2026-05-09T10:21:43Z Default branch: main Fork: no Archived: no README: LongCat-Next <div align=\"center\"> <img src=\"https://raw.githubusercontent.com/meituan-longcat/LongCat-Flash-Chat/main/figures/longcat_logo.svg\" width=\"300\" alt=\"LongCat Logo\"/> </div> <hr> <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://longcat.chat/longcat-next/intro\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Blog\" src=\"https://img.shields.io/badge/Blog-LongCatNext-white?logo=safari&logoColor=white&color=purple\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/meituan-longcat/LongCat-Next\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Hugging Face\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCatNext-ffc107?color=ffc107&logoColor=white\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://github.com/meituan-longcat/LongCat-Next\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"GitHub\"..."},"evidence_pages":[{"url":"https://github.com/meituan-longcat/LongCat-Next","final_url":"https://github.com/meituan-longcat/LongCat-Next","title":"meituan-longcat/LongCat-Next repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:56.608986+00:00","bytes":26206,"raw_path":"bc4ac68bed0c4c66aac6e606a869a132e394d108b2c0680a35effb85d3d6a896.json","content_hash":"1252377af1ca4aaa371f395ff48397cdd496d9d43f88b1670a910d84fe8753d8","excerpt_chars":1200,"truncated":true,"excerpt":"meituan-longcat/LongCat-Next License: MIT Stars: 438 Forks: 23 Open issues: 9 Created: 2026-03-25T14:59:18Z Pushed: 2026-05-09T10:21:43Z Default branch: main Fork: no Archived: no README: LongCat-Next <div align=\"center\"> <img src=\"https://raw.githubusercontent.com/meituan-longcat/LongCat-Flash-Chat/main/figures/longcat_logo.svg\" width=\"300\" alt=\"LongCat Logo\"/> </div> <hr> <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://longcat.chat/longcat-next/intro\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Blog\" src=\"https://img.shields.io/badge/Blog-LongCatNext-white?logo=safari&logoColor=white&color=purple\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/meituan-longcat/LongCat-Next\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"Hugging Face\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-LongCatNext-ffc107?color=ffc107&logoColor=white\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://github.com/meituan-longcat/LongCat-Next\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"GitHub\"..."}],"related_signals":[{"id":"94c3b1d1-3a74-4f03-a1e9-f29d4c43f3f4","url":"https://onlylabs.fyi/signals/94c3b1d1-3a74-4f03-a1e9-f29d4c43f3f4","source_url":"https://github.com/meituan-longcat/VitaBench-2.0","title":"meituan-longcat/VitaBench-2.0","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-05-26T08:19:36+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"fd1392be-b52c-47b6-a2d3-e1322ca8a782","url":"https://onlylabs.fyi/signals/fd1392be-b52c-47b6-a2d3-e1322ca8a782","source_url":"https://github.com/meituan-longcat/WBench","title":"meituan-longcat/WBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-05-22T10:46:52+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"d58efe03-b0c8-422f-b7aa-8d1bb585bf3f","url":"https://onlylabs.fyi/signals/d58efe03-b0c8-422f-b7aa-8d1bb585bf3f","source_url":"https://github.com/meituan-longcat/LARYBench","title":"meituan-longcat/LARYBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-04-09T03:09:15+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"6f33edd9-3c47-410e-9863-5abc2339ec9c","url":"https://onlylabs.fyi/signals/6f33edd9-3c47-410e-9863-5abc2339ec9c","source_url":"https://github.com/meituan-longcat/General365","title":"meituan-longcat/General365","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-04-08T03:47:55+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"42d49456-5784-4dd0-a110-c317e9c30dd2","url":"https://onlylabs.fyi/signals/42d49456-5784-4dd0-a110-c317e9c30dd2","source_url":"https://github.com/meituan-longcat/LongCat-AudioDiT","title":"meituan-longcat/LongCat-AudioDiT","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-30T02:39:14+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"38a79c48-16c0-4ef9-9741-ace9b10c76da","url":"https://onlylabs.fyi/signals/38a79c48-16c0-4ef9-9741-ace9b10c76da","source_url":"https://github.com/meituan-longcat/LongCat-Next-inference","title":"meituan-longcat/LongCat-Next-inference","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-03-26T07:09:06+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"}]}