{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Fork: novitalabs/MiniMax-Provider-Verifier","description":"Novita AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b","json_url":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b/signal.json","generated_at":"2026-06-11T02:42:55.087897+00:00","org":{"slug":"novita","name":"Novita AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/novita","dossier_json_url":"https://onlylabs.fyi/labs/novita/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b","signal_json":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b/signal.json","source":"https://github.com/novitalabs/MiniMax-Provider-Verifier","lab_dossier":"https://onlylabs.fyi/labs/novita","lab_dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis":"https://onlylabs.fyi/analysis/novita","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Novita AI forked novitalabs/MiniMax-Provider-Verifier (forked from MiniMax-AI/MiniMax-Provider-Verifier). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo novitalabs/MiniMax-Provider-Verifier · parent MiniMax-AI/MiniMax-Provider-Verifier · Routine fork of repository. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","source_host":"github.com","occurred_at":"2026-04-22T03:59:59+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source","context":"forked from MiniMax-AI/MiniMax-Provider-Verifier"},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/MiniMax-Provider-Verifier","source":"source"},{"label":"Parent","value":"MiniMax-AI/MiniMax-Provider-Verifier","source":"source"},{"label":"Notability","value":"Routine fork of repository","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/novitalabs/MiniMax-Provider-Verifier"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:55.087897+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b/signal.json","dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/novita/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/novita/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 Novita AI's fork signal \"novitalabs/MiniMax-Provider-Verifier\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"forked","object":"novitalabs/MiniMax-Provider-Verifier","text":"Novita AI forked novitalabs/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"is classified as","object":"fork signal","text":"novitalabs/MiniMax-Provider-Verifier is classified as fork signal."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"belongs to","object":"forks desk","text":"novitalabs/MiniMax-Provider-Verifier belongs to forks desk."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has context","object":"forked from MiniMax-AI/MiniMax-Provider-Verifier","text":"novitalabs/MiniMax-Provider-Verifier has context forked from MiniMax-AI/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/MiniMax-Provider-Verifier has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has captured page count","object":"1","text":"novitalabs/MiniMax-Provider-Verifier has captured page count 1."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has readable page count","object":"1","text":"novitalabs/MiniMax-Provider-Verifier has readable page count 1."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has related signal count","object":"6","text":"novitalabs/MiniMax-Provider-Verifier has related signal count 6."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"novitalabs/MiniMax-Provider-Verifier has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has source host","object":"github.com","text":"novitalabs/MiniMax-Provider-Verifier has source host github.com."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has lab","object":"Novita AI","text":"novitalabs/MiniMax-Provider-Verifier has lab Novita AI."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has signal desk","object":"forks","text":"novitalabs/MiniMax-Provider-Verifier has signal desk forks."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has source host","object":"github.com","text":"novitalabs/MiniMax-Provider-Verifier has source host github.com."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has repository","object":"novitalabs/MiniMax-Provider-Verifier","text":"novitalabs/MiniMax-Provider-Verifier has repository novitalabs/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has parent","object":"MiniMax-AI/MiniMax-Provider-Verifier","text":"novitalabs/MiniMax-Provider-Verifier has parent MiniMax-AI/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has notability","object":"Routine fork of repository","text":"novitalabs/MiniMax-Provider-Verifier has notability Routine fork of repository."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has watch term","object":"Eval methodology","text":"novitalabs/MiniMax-Provider-Verifier has watch term Eval methodology."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has watch term","object":"Infrastructure","text":"novitalabs/MiniMax-Provider-Verifier has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Novita AI forked novitalabs/MiniMax-Provider-Verifier (forked from MiniMax-AI/MiniMax-Provider-Verifier). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo novitalabs/MiniMax-Provider-Verifier · parent MiniMax-AI/MiniMax-Provider-Verifier · Routine fork of repository. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Novita AI","predicate":"forked","object":"novitalabs/MiniMax-Provider-Verifier","text":"Novita AI forked novitalabs/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"is classified as","object":"fork signal","text":"novitalabs/MiniMax-Provider-Verifier is classified as fork signal."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"belongs to","object":"forks desk","text":"novitalabs/MiniMax-Provider-Verifier belongs to forks desk."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has context","object":"forked from MiniMax-AI/MiniMax-Provider-Verifier","text":"novitalabs/MiniMax-Provider-Verifier has context forked from MiniMax-AI/MiniMax-Provider-Verifier."},{"subject":"novitalabs/MiniMax-Provider-Verifier","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/MiniMax-Provider-Verifier has evidence coverage 1 captured evidence page."}]},"signal":{"id":"57649e71-670f-4399-8fc0-5b4f40dcd51b","url":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b","json_url":"https://onlylabs.fyi/signals/57649e71-670f-4399-8fc0-5b4f40dcd51b/signal.json","source_url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","title":"novitalabs/MiniMax-Provider-Verifier","summary":"Novita AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from MiniMax-AI/MiniMax-Provider-Verifier","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-04-22T03:59:59+00:00","first_seen_at":"2026-06-05T22:32:19.042343+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/novitalabs/MiniMax-Provider-Verifier"]},"facets":{"repo":"novitalabs/MiniMax-Provider-Verifier","parent":"MiniMax-AI/MiniMax-Provider-Verifier"},"traction":{"github_stars":0,"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/novitalabs/MiniMax-Provider-Verifier","final_url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","title":"novitalabs/MiniMax-Provider-Verifier repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:55.087897+00:00","bytes":33573,"raw_path":"2e40d413331cbf3d6f5455fb9c6dd9cc6e44563797512794d3fd6aa3dbff5bdf.json","content_hash":"2056a7e0f7fe7ead969375116207c495ed52f47f6a4219a9738302dfd8ae54f1","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/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. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-22T03:59:59Z Pushed: 2026-04-01T15:31:13Z Default branch: main Fork: yes Parent repository: MiniMax-AI/MiniMax-Provider-Verifier Archived: no README: MiniMax-Provider-Verifier [English](README.md) | [中文](README_CN.md) **MiniMax-Provider-Verifier** offers a rigorous, vendor-agnostic way to verify whether third-party deployments of the Minimax M2 model are correct and reliable. Since the open-source release of M2, it has been widely adopted and integrated into production services by numerous users. To ensure this vast user base continues to benefit from an efficient, high-quality M2 experience—and to align with our vision of \"Intelligence with Everyone\"—this toolkit offers an objective, reproducible standard for validating model behavior. Evaluation Metrics We evaluate multiple dimensions of vendor deployments, including tool-calling behavior, schema correctness, and system stability (e.g., detecting potential..."},"evidence_pages":[{"url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","final_url":"https://github.com/novitalabs/MiniMax-Provider-Verifier","title":"novitalabs/MiniMax-Provider-Verifier repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:55.087897+00:00","bytes":33573,"raw_path":"2e40d413331cbf3d6f5455fb9c6dd9cc6e44563797512794d3fd6aa3dbff5bdf.json","content_hash":"2056a7e0f7fe7ead969375116207c495ed52f47f6a4219a9738302dfd8ae54f1","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/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. License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-04-22T03:59:59Z Pushed: 2026-04-01T15:31:13Z Default branch: main Fork: yes Parent repository: MiniMax-AI/MiniMax-Provider-Verifier Archived: no README: MiniMax-Provider-Verifier [English](README.md) | [中文](README_CN.md) **MiniMax-Provider-Verifier** offers a rigorous, vendor-agnostic way to verify whether third-party deployments of the Minimax M2 model are correct and reliable. Since the open-source release of M2, it has been widely adopted and integrated into production services by numerous users. To ensure this vast user base continues to benefit from an efficient, high-quality M2 experience—and to align with our vision of \"Intelligence with Everyone\"—this toolkit offers an objective, reproducible standard for validating model behavior. Evaluation Metrics We evaluate multiple dimensions of vendor deployments, including tool-calling behavior, schema correctness, and system stability (e.g., detecting potential..."}],"related_signals":[{"id":"5779a45c-310d-4f27-b254-ef974fc77617","url":"https://onlylabs.fyi/signals/5779a45c-310d-4f27-b254-ef974fc77617","source_url":"https://github.com/novitalabs/modded-nanogpt","title":"novitalabs/modded-nanogpt","context":"forked from KellerJordan/modded-nanogpt","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-03T08:52:09+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"624631ab-2a8f-4350-a5a7-2a9ac2b6976e","url":"https://onlylabs.fyi/signals/624631ab-2a8f-4350-a5a7-2a9ac2b6976e","source_url":"https://github.com/novitalabs/gateway-api-inference-extension","title":"novitalabs/gateway-api-inference-extension","context":"forked from kubernetes-sigs/gateway-api-inference-extension","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-11T07:47:54+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"4c5b786c-9484-422f-ae0c-ae135df3397e","url":"https://onlylabs.fyi/signals/4c5b786c-9484-422f-ae0c-ae135df3397e","source_url":"https://github.com/novitalabs/K2-Vendor-Verifier","title":"novitalabs/K2-Vendor-Verifier","context":"forked from MoonshotAI/K2-Vendor-Verifier","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-04-20T07:53:21+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"03f9361e-6bed-4a8f-8ab6-58b1bfc1ce30","url":"https://onlylabs.fyi/signals/03f9361e-6bed-4a8f-8ab6-58b1bfc1ce30","source_url":"https://github.com/novitalabs/Kimi-Vendor-Verifier","title":"novitalabs/Kimi-Vendor-Verifier","context":"forked from MoonshotAI/Kimi-Vendor-Verifier","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-04-20T07:50:31+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"1ea96c76-a565-4c04-920d-5963f5347013","url":"https://onlylabs.fyi/signals/1ea96c76-a565-4c04-920d-5963f5347013","source_url":"https://github.com/novitalabs/dynamo","title":"novitalabs/dynamo","context":"forked from ai-dynamo/dynamo","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-04-15T10:51:55+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"7c4ca9e6-b044-4f95-801c-0abecc59f4a5","url":"https://onlylabs.fyi/signals/7c4ca9e6-b044-4f95-801c-0abecc59f4a5","source_url":"https://github.com/novitalabs/SpecForge","title":"novitalabs/SpecForge","context":"forked from sgl-project/SpecForge","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-03-09T09:26:12+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"}]}