{"schema_version":"onlylabs.public_signal.v1","title":"Meituan (LongCat) Repo: meituan-longcat/omni-flow","description":"Meituan (LongCat) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900","json_url":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900/signal.json","generated_at":"2026-07-26T18:52:14.867Z","evidence_latest_fetched_at":"2026-07-02T07:02:15.224653+00:00","signal_first_seen_at":"2026-07-02T07:01:29.309315+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/07297575-7bb4-4049-87e3-ca687c229900","signal_json":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900/signal.json","source":"https://github.com/meituan-longcat/omni-flow","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/omni-flow (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/omni-flow · language Python · Low traction, routine repository 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/omni-flow","source_host":"github.com","occurred_at":"2026-06-25T08:05:18+00:00","first_seen_at":"2026-07-02T07:01:29.309315+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/omni-flow","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"27","source":"traction"},{"label":"Notability","value":"Low traction, routine repository release.","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/meituan-longcat/omni-flow"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-02T07:02:15.224653+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900/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/07297575-7bb4-4049-87e3-ca687c229900/signal.json","required":true},{"label":"source","url":"https://github.com/meituan-longcat/omni-flow","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/omni-flow\" for neolab strategy."},"semantic_triples":[{"subject":"Meituan (LongCat)","predicate":"published repo","object":"meituan-longcat/omni-flow","text":"Meituan (LongCat) published repo meituan-longcat/omni-flow."},{"subject":"meituan-longcat/omni-flow","predicate":"is classified as","object":"repo signal","text":"meituan-longcat/omni-flow is classified as repo signal."},{"subject":"meituan-longcat/omni-flow","predicate":"belongs to","object":"repos desk","text":"meituan-longcat/omni-flow belongs to repos desk."},{"subject":"meituan-longcat/omni-flow","predicate":"has context","object":"Python","text":"meituan-longcat/omni-flow has context Python."},{"subject":"meituan-longcat/omni-flow","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/omni-flow has evidence coverage 1 captured evidence page."},{"subject":"meituan-longcat/omni-flow","predicate":"has captured page count","object":"1","text":"meituan-longcat/omni-flow has captured page count 1."},{"subject":"meituan-longcat/omni-flow","predicate":"has readable page count","object":"1","text":"meituan-longcat/omni-flow has readable page count 1."},{"subject":"meituan-longcat/omni-flow","predicate":"has related signal count","object":"6","text":"meituan-longcat/omni-flow has related signal count 6."},{"subject":"meituan-longcat/omni-flow","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/omni-flow 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/omni-flow","predicate":"has source host","object":"github.com","text":"meituan-longcat/omni-flow has source host github.com."},{"subject":"meituan-longcat/omni-flow","predicate":"has lab","object":"Meituan (LongCat)","text":"meituan-longcat/omni-flow has lab Meituan (LongCat)."},{"subject":"meituan-longcat/omni-flow","predicate":"has signal desk","object":"repos","text":"meituan-longcat/omni-flow has signal desk repos."},{"subject":"meituan-longcat/omni-flow","predicate":"has source host","object":"github.com","text":"meituan-longcat/omni-flow has source host github.com."},{"subject":"meituan-longcat/omni-flow","predicate":"has repository","object":"meituan-longcat/omni-flow","text":"meituan-longcat/omni-flow has repository meituan-longcat/omni-flow."},{"subject":"meituan-longcat/omni-flow","predicate":"has language","object":"Python","text":"meituan-longcat/omni-flow has language Python."},{"subject":"meituan-longcat/omni-flow","predicate":"has stars","object":"27","text":"meituan-longcat/omni-flow has stars 27."},{"subject":"meituan-longcat/omni-flow","predicate":"has notability","object":"Low traction, routine repository release.","text":"meituan-longcat/omni-flow has notability Low traction, routine repository release.."},{"subject":"meituan-longcat/omni-flow","predicate":"has watch term","object":"Eval methodology","text":"meituan-longcat/omni-flow has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Meituan (LongCat) published meituan-longcat/omni-flow (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/omni-flow · language Python · Low traction, routine repository 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/omni-flow","text":"Meituan (LongCat) published repo meituan-longcat/omni-flow."},{"subject":"meituan-longcat/omni-flow","predicate":"is classified as","object":"repo signal","text":"meituan-longcat/omni-flow is classified as repo signal."},{"subject":"meituan-longcat/omni-flow","predicate":"belongs to","object":"repos desk","text":"meituan-longcat/omni-flow belongs to repos desk."},{"subject":"meituan-longcat/omni-flow","predicate":"has context","object":"Python","text":"meituan-longcat/omni-flow has context Python."},{"subject":"meituan-longcat/omni-flow","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meituan-longcat/omni-flow has evidence coverage 1 captured evidence page."}]},"signal":{"id":"07297575-7bb4-4049-87e3-ca687c229900","url":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900","json_url":"https://onlylabs.fyi/signals/07297575-7bb4-4049-87e3-ca687c229900/signal.json","source_url":"https://github.com/meituan-longcat/omni-flow","title":"meituan-longcat/omni-flow","summary":"Meituan (LongCat) 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":"meituan","name":"Meituan (LongCat)","category":"neolab"},"occurred_at":"2026-06-25T08:05:18+00:00","first_seen_at":"2026-07-02T07:01:29.309315+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/omni-flow"]},"facets":{"repo":"meituan-longcat/omni-flow","language":"Python"},"traction":{"github_stars":27,"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/meituan-longcat/omni-flow","final_url":"https://github.com/meituan-longcat/omni-flow","title":"meituan-longcat/omni-flow repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-02T07:02:15.224653+00:00","bytes":13477,"raw_path":"1d432681782ff83734a23c711892ccd249491e942b379983f11376124f4b0c11.json","content_hash":"db111f5045ed61233199da63f4aafd53aa711d5e04b70075ee28ba7eb7c29de7","excerpt_chars":1200,"truncated":true,"excerpt":"meituan-longcat/omni-flow Description: A unified workflow orchestration and distributed KV cache sharing framework for multimodal inference. 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