{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Repo: meituan-longcat/UNO-Bench","description":"Meituan (LongCat) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2d1064fc-c967-4361-a529-524d85dd7b0a","json_url":"https://onlylabs.fyi/signals/2d1064fc-c967-4361-a529-524d85dd7b0a/signal.json","generated_at":"2026-06-11T03:20:49.738101+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/2d1064fc-c967-4361-a529-524d85dd7b0a","signal_json":"https://onlylabs.fyi/signals/2d1064fc-c967-4361-a529-524d85dd7b0a/signal.json","source":"https://github.com/meituan-longcat/UNO-Bench","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/UNO-Bench (Python). 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/UNO-Bench · language Python · New benchmark repo from Meituan, modest traction.. 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/UNO-Bench","source_host":"github.com","occurred_at":"2025-10-24T04:20:18+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source","context":"Python"},"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/UNO-Bench","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"78","source":"traction"},{"label":"Notability","value":"New benchmark repo from Meituan, modest traction.","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"}],"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/UNO-Bench"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:20:49.738101+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2d1064fc-c967-4361-a529-524d85dd7b0a/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/2d1064fc-c967-4361-a529-524d85dd7b0a/signal.json","required":true},{"label":"source","url":"https://github.com/meituan-longcat/UNO-Bench","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/UNO-Bench\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published repo","object":"meituan-longcat/UNO-Bench","text":"Meituan (LongCat) published repo meituan-longcat/UNO-Bench."},{"subject":"meituan-longcat/UNO-Bench","predicate":"is classified as","object":"repo signal","text":"meituan-longcat/UNO-Bench is classified as repo signal."},{"subject":"meituan-longcat/UNO-Bench","predicate":"belongs to","object":"repos desk","text":"meituan-longcat/UNO-Bench belongs to repos desk."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has context","object":"Python","text":"meituan-longcat/UNO-Bench has context Python."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/UNO-Bench has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has captured page count","object":"1","text":"meituan-longcat/UNO-Bench has captured page count 1."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has readable page count","object":"1","text":"meituan-longcat/UNO-Bench has readable page count 1."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has related signal count","object":"6","text":"meituan-longcat/UNO-Bench has related signal count 6."},{"subject":"meituan-longcat/UNO-Bench","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/UNO-Bench 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/UNO-Bench","predicate":"has source host","object":"github.com","text":"meituan-longcat/UNO-Bench has source host github.com."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/UNO-Bench has lab Meituan (LongCat)."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has signal desk","object":"repos","text":"meituan-longcat/UNO-Bench has signal desk repos."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has source host","object":"github.com","text":"meituan-longcat/UNO-Bench has source host github.com."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has repository","object":"meituan-longcat/UNO-Bench","text":"meituan-longcat/UNO-Bench has repository meituan-longcat/UNO-Bench."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has language","object":"Python","text":"meituan-longcat/UNO-Bench has language Python."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has stars","object":"78","text":"meituan-longcat/UNO-Bench has stars 78."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has notability","object":"New benchmark repo from Meituan, modest traction.","text":"meituan-longcat/UNO-Bench has notability New benchmark repo from Meituan, modest traction.."},{"subject":"meituan-longcat/UNO-Bench","predicate":"has watch term","object":"Eval methodology","text":"meituan-longcat/UNO-Bench has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Meituan (LongCat) published meituan-longcat/UNO-Bench (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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We’re now focused on Chinese scenarios — and actively seeking partners to co-build English & multilingual versions! Let’s expand global impact together. Language: Python License: MIT Stars: 78 Forks: 0 Open issues: 2 Created: 2025-10-24T04:20:18Z Pushed: 2026-01-12T02:51:14Z Default branch: main Fork: no Archived: no README:

UNO-Bench: A Unified Benchmark for Exploring the Compositional Law Between Uni-modal and Omni-modal in Omni Models

UNO-Bench: A Unified Benchmark for Exploring the Compositional Law Between Uni-modal and Omni-modal in Omni Models