{"schema_version":"onlylabs.public_signal.v1","title":"MiniMax Repo: MiniMax-AI/MiniMax-Provider-Verifier","description":"MiniMax repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ed204cf3-8e35-46ab-98fc-de4beab4f564","json_url":"https://onlylabs.fyi/signals/ed204cf3-8e35-46ab-98fc-de4beab4f564/signal.json","generated_at":"2026-06-11T03:57:40.751122+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/ed204cf3-8e35-46ab-98fc-de4beab4f564","signal_json":"https://onlylabs.fyi/signals/ed204cf3-8e35-46ab-98fc-de4beab4f564/signal.json","source":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"MiniMax published MiniMax-AI/MiniMax-Provider-Verifier (Python). 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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?","Which data-business lane explains this signal: Product and customer?","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 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polished launch channels.","text":"MiniMax-AI/MiniMax-Provider-Verifier 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-Provider-Verifier","predicate":"has source host","object":"github.com","text":"MiniMax-AI/MiniMax-Provider-Verifier has source host github.com."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"has lab","object":"MiniMax","text":"MiniMax-AI/MiniMax-Provider-Verifier has lab MiniMax."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"has signal desk","object":"repos","text":"MiniMax-AI/MiniMax-Provider-Verifier has signal desk repos."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"has source host","object":"github.com","text":"MiniMax-AI/MiniMax-Provider-Verifier has source host 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customer."}]},"intelligence":{"signal_desk":"repos","answer":"MiniMax published MiniMax-AI/MiniMax-Provider-Verifier (Python). 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-Provider-Verifier · language Python · Low stars, routine new repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/MiniMax-Provider-Verifier","text":"MiniMax published repo MiniMax-AI/MiniMax-Provider-Verifier."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/MiniMax-Provider-Verifier is classified as repo signal."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/MiniMax-Provider-Verifier belongs to repos desk."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"has context","object":"Python","text":"MiniMax-AI/MiniMax-Provider-Verifier has context Python."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/MiniMax-Provider-Verifier has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/MiniMax-Provider-Verifier","predicate":"matches data-business lanes","object":"Product and customer","text":"MiniMax-AI/MiniMax-Provider-Verifier matches data-business lanes Product and customer."}]},"signal":{"id":"ed204cf3-8e35-46ab-98fc-de4beab4f564","url":"https://onlylabs.fyi/signals/ed204cf3-8e35-46ab-98fc-de4beab4f564","json_url":"https://onlylabs.fyi/signals/ed204cf3-8e35-46ab-98fc-de4beab4f564/signal.json","source_url":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","title":"MiniMax-AI/MiniMax-Provider-Verifier","summary":"MiniMax 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":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2025-11-10T09:07:34+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-Provider-Verifier"]},"facets":{"repo":"MiniMax-AI/MiniMax-Provider-Verifier","language":"Python"},"traction":{"github_stars":46,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":14,"matched_terms":["deployment"],"reason":"MiniMax has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","final_url":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","title":"MiniMax-AI/MiniMax-Provider-Verifier repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:40.751122+00:00","bytes":21886,"raw_path":"119ddf0b36cc96ca2dba8551d3eca629ef84317475d51af527c31544fa6286f9.json","content_hash":"c42f02210df72c9de1b9019544fc631edaa4ae7bad81f1b8a4ad19b380b122d3","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/MiniMax-Provider-Verifier Description: MiniMax-Provider-Verifier offers a rigorous, vendor-agnostic way to verify whether third-party deployments of the Minimax M2 model are correct and reliable. 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Evaluation Metrics We evaluate multiple dimensions of vendor deployments, including tool-calling behavior, schema correctness, and system stability (e.g., detecting potential misconfigurations like incorrect top-k..."},"evidence_pages":[{"url":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","final_url":"https://github.com/MiniMax-AI/MiniMax-Provider-Verifier","title":"MiniMax-AI/MiniMax-Provider-Verifier repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:40.751122+00:00","bytes":21886,"raw_path":"119ddf0b36cc96ca2dba8551d3eca629ef84317475d51af527c31544fa6286f9.json","content_hash":"c42f02210df72c9de1b9019544fc631edaa4ae7bad81f1b8a4ad19b380b122d3","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/MiniMax-Provider-Verifier Description: MiniMax-Provider-Verifier offers a rigorous, vendor-agnostic way to verify whether third-party deployments of the Minimax M2 model are correct and reliable. 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