{"schema_version":"onlylabs.public_signal.v1","title":"MiniMax Repo: MiniMax-AI/MiniMax-M3","description":"MiniMax repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0","json_url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0/signal.json","generated_at":"2026-06-11T02:41:48.683071+00:00","org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/minimax","dossier_json_url":"https://onlylabs.fyi/labs/minimax/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0","signal_json":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0/signal.json","source":"https://github.com/MiniMax-AI/MiniMax-M3","lab_dossier":"https://onlylabs.fyi/labs/minimax","lab_dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis":"https://onlylabs.fyi/analysis/minimax","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/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":"MiniMax published MiniMax-AI/MiniMax-M3. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MiniMax-AI/MiniMax-M3 · Notable model from known lab, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/MiniMax-AI/MiniMax-M3","source_host":"github.com","occurred_at":"2026-06-01T06:05:17+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"MiniMax","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"MiniMax-AI/MiniMax-M3","source":"source"},{"label":"Stars","value":"210","source":"traction"},{"label":"Notability","value":"Notable model from known lab, moderate stars","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"},{"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/MiniMax-AI/MiniMax-M3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:41:48.683071+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0/signal.json","dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/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/b1e6d13f-ac0b-4910-bb42-45788b8112e0/signal.json","required":true},{"label":"source","url":"https://github.com/MiniMax-AI/MiniMax-M3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/minimax/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/minimax/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 MiniMax's repo signal \"MiniMax-AI/MiniMax-M3\" for frontier lab strategy."},"semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/MiniMax-M3","text":"MiniMax published repo MiniMax-AI/MiniMax-M3."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/MiniMax-M3 is classified as repo signal."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/MiniMax-M3 belongs to repos desk."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/MiniMax-M3 has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has captured page count","object":"1","text":"MiniMax-AI/MiniMax-M3 has captured page count 1."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has readable page count","object":"1","text":"MiniMax-AI/MiniMax-M3 has readable page count 1."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has related signal count","object":"6","text":"MiniMax-AI/MiniMax-M3 has related signal count 6."},{"subject":"MiniMax-AI/MiniMax-M3","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":"MiniMax-AI/MiniMax-M3 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":"MiniMax-AI/MiniMax-M3","predicate":"has source host","object":"github.com","text":"MiniMax-AI/MiniMax-M3 has source host github.com."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has lab","object":"MiniMax","text":"MiniMax-AI/MiniMax-M3 has lab MiniMax."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has signal desk","object":"repos","text":"MiniMax-AI/MiniMax-M3 has signal desk repos."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has source host","object":"github.com","text":"MiniMax-AI/MiniMax-M3 has source host github.com."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has repository","object":"MiniMax-AI/MiniMax-M3","text":"MiniMax-AI/MiniMax-M3 has repository MiniMax-AI/MiniMax-M3."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has stars","object":"210","text":"MiniMax-AI/MiniMax-M3 has stars 210."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has notability","object":"Notable model from known lab, moderate stars","text":"MiniMax-AI/MiniMax-M3 has notability Notable model from known lab, moderate stars."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has watch term","object":"Eval methodology","text":"MiniMax-AI/MiniMax-M3 has watch term Eval methodology."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has watch term","object":"Model card","text":"MiniMax-AI/MiniMax-M3 has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"MiniMax published MiniMax-AI/MiniMax-M3. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MiniMax-AI/MiniMax-M3 · Notable model from known lab, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/MiniMax-M3","text":"MiniMax published repo MiniMax-AI/MiniMax-M3."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/MiniMax-M3 is classified as repo signal."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/MiniMax-M3 belongs to repos desk."},{"subject":"MiniMax-AI/MiniMax-M3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/MiniMax-M3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b1e6d13f-ac0b-4910-bb42-45788b8112e0","url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0","json_url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0/signal.json","source_url":"https://github.com/MiniMax-AI/MiniMax-M3","title":"MiniMax-AI/MiniMax-M3","summary":"MiniMax 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":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T06:05:17+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/MiniMax-AI/MiniMax-M3"]},"facets":{"repo":"MiniMax-AI/MiniMax-M3"},"traction":{"github_stars":210,"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/MiniMax-AI/MiniMax-M3","final_url":"https://github.com/MiniMax-AI/MiniMax-M3","title":"MiniMax-AI/MiniMax-M3 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:48.683071+00:00","bytes":11933,"raw_path":"f9622a9fe1fb9ae508003cd728d9fc87589273f2cb380a1099c0fb1c79db8baa.json","content_hash":"f39c58192a814dea9fc4ece6174c3e589c62afdb1a5b7c756e0f6b4720017401","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/MiniMax-M3 Stars: 206 Forks: 18 Open issues: 13 Created: 2026-06-01T06:05:17Z Pushed: 2026-06-03T03:45:29Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source srcset=\"figures/MiniMaxLogo-Dark.png\" media=\"(prefers-color-scheme: dark)\"> <img src=\"figures/MiniMaxLogo-Light.png\" width=\"60%\" alt=\"MiniMax\"> </source> </picture> </div> <hr> <div align=\"center\" style=\"line-height: 1.4; font-size:16px; margin-top: 30px;\"> Join Our <a href=\"https://platform.minimaxi.com/docs/faq/contact-us\" target=\"_blank\" style=\"font-size:17px; margin: 2px;\"> 💬 WeChat </a> | <a href=\"https://discord.com/invite/DPC4AHFCBw\" target=\"_blank\" style=\"font-size:17px; margin: 2px;\"> 🧩 Discord </a> community. </div> <div align=\"center\" style=\"line-height: 1.2; font-size:16px;\"> <a href=\"https://agent.minimax.io/\" target=\"_blank\" style=\"display: inline-block; margin: 4px;\"> MiniMax Agent </a> | <a href=\"https://platform.minimax.io/docs/guides/text-generation\" target=\"_blank\" style=\"display: inline-block; margin: 4px;\"> ⚡️ API </a> | <a href=\"https://github.com/MiniMax-AI/MiniMax-MCP\" style=\"display: inline-block; margin: 4px;\"> MCP </a> | <a..."},"evidence_pages":[{"url":"https://github.com/MiniMax-AI/MiniMax-M3","final_url":"https://github.com/MiniMax-AI/MiniMax-M3","title":"MiniMax-AI/MiniMax-M3 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:48.683071+00:00","bytes":11933,"raw_path":"f9622a9fe1fb9ae508003cd728d9fc87589273f2cb380a1099c0fb1c79db8baa.json","content_hash":"f39c58192a814dea9fc4ece6174c3e589c62afdb1a5b7c756e0f6b4720017401","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/MiniMax-M3 Stars: 206 Forks: 18 Open issues: 13 Created: 2026-06-01T06:05:17Z Pushed: 2026-06-03T03:45:29Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source srcset=\"figures/MiniMaxLogo-Dark.png\" media=\"(prefers-color-scheme: dark)\"> <img src=\"figures/MiniMaxLogo-Light.png\" width=\"60%\" alt=\"MiniMax\"> </source> </picture> </div> <hr> <div align=\"center\" style=\"line-height: 1.4; font-size:16px; margin-top: 30px;\"> Join Our <a href=\"https://platform.minimaxi.com/docs/faq/contact-us\" target=\"_blank\" style=\"font-size:17px; margin: 2px;\"> 💬 WeChat </a> | <a href=\"https://discord.com/invite/DPC4AHFCBw\" target=\"_blank\" style=\"font-size:17px; margin: 2px;\"> 🧩 Discord </a> community. </div> <div align=\"center\" style=\"line-height: 1.2; font-size:16px;\"> <a href=\"https://agent.minimax.io/\" target=\"_blank\" style=\"display: inline-block; margin: 4px;\"> MiniMax Agent </a> | <a href=\"https://platform.minimax.io/docs/guides/text-generation\" target=\"_blank\" style=\"display: inline-block; margin: 4px;\"> ⚡️ API </a> | <a href=\"https://github.com/MiniMax-AI/MiniMax-MCP\" style=\"display: inline-block; margin: 4px;\"> MCP </a> | <a..."}],"related_signals":[{"id":"4f6b7646-7bf5-4577-9280-c18dcc7013c6","url":"https://onlylabs.fyi/signals/4f6b7646-7bf5-4577-9280-c18dcc7013c6","source_url":"https://github.com/MiniMax-AI/minimax-code","title":"MiniMax-AI/minimax-code","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T12:39:40+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"a80f974b-b457-4dd4-a75f-2bd5f14c7045","url":"https://onlylabs.fyi/signals/a80f974b-b457-4dd4-a75f-2bd5f14c7045","source_url":"https://github.com/MiniMax-AI/MiniMax-M2.7","title":"MiniMax-AI/MiniMax-M2.7","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-04-09T03:34:10+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","url":"https://onlylabs.fyi/signals/4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","source_url":"https://github.com/MiniMax-AI/cli","title":"MiniMax-AI/cli","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-25T15:34:45+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"333621c4-294f-4e2a-acef-14134b0a2958","url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958","source_url":"https://github.com/MiniMax-AI/skills","title":"MiniMax-AI/skills","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-17T07:19:25+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","url":"https://onlylabs.fyi/signals/b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","source_url":"https://github.com/MiniMax-AI/OpenRoom","title":"MiniMax-AI/OpenRoom","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-03T04:01:01+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"0ee0d03d-ca7a-4371-a9f5-b756dc6e1044","url":"https://onlylabs.fyi/signals/0ee0d03d-ca7a-4371-a9f5-b756dc6e1044","source_url":"https://github.com/MiniMax-AI/MiniMax-M2.5","title":"MiniMax-AI/MiniMax-M2.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-02-13T04:47:29+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"}]}