{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/k8s-cc-manager","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265","json_url":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265/signal.json","generated_at":"2026-06-27T00:40:40.422Z","evidence_latest_fetched_at":"2026-06-16T07:02:18.820427+00:00","signal_first_seen_at":"2026-06-16T07:00:35.946831+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265","signal_json":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265/signal.json","source":"https://github.com/NVIDIA/k8s-cc-manager","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"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":"NVIDIA published NVIDIA/k8s-cc-manager (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/k8s-cc-manager · language Python · Low-star routine repo from NVIDIA.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/k8s-cc-manager","source_host":"github.com","occurred_at":"2023-08-16T19:58:10+00:00","first_seen_at":"2026-06-16T07:00:35.946831+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/k8s-cc-manager","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"8","source":"traction"},{"label":"Notability","value":"Low-star routine repo from NVIDIA.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"gpu","source":"radar"},{"label":"Matched term","value":"support","source":"radar"}],"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/NVIDIA/k8s-cc-manager"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-16T07:02:18.820427+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["gpu","support"],"score":26,"reason":"NVIDIA has a repo signal matching infrastructure, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265/signal.json","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Infrastructure, 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 workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/k8s-cc-manager","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 NVIDIA's repo signal \"NVIDIA/k8s-cc-manager\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA published repo NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"is classified as","object":"repo signal","text":"NVIDIA/k8s-cc-manager is classified as repo signal."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"belongs to","object":"repos desk","text":"NVIDIA/k8s-cc-manager belongs to repos desk."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has context","object":"Python","text":"NVIDIA/k8s-cc-manager has context Python."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-cc-manager has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"NVIDIA/k8s-cc-manager matches data-business lanes Infrastructure, Product and customer."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has captured page count","object":"1","text":"NVIDIA/k8s-cc-manager has captured page count 1."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has readable page count","object":"1","text":"NVIDIA/k8s-cc-manager has readable page count 1."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has related signal count","object":"6","text":"NVIDIA/k8s-cc-manager has related signal count 6."},{"subject":"NVIDIA/k8s-cc-manager","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":"NVIDIA/k8s-cc-manager 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":"NVIDIA/k8s-cc-manager","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-cc-manager has source host github.com."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/k8s-cc-manager has lab NVIDIA."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has signal desk","object":"repos","text":"NVIDIA/k8s-cc-manager has signal desk repos."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has source host","object":"github.com","text":"NVIDIA/k8s-cc-manager has source host github.com."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has repository","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA/k8s-cc-manager has repository NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has language","object":"Python","text":"NVIDIA/k8s-cc-manager has language Python."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has stars","object":"8","text":"NVIDIA/k8s-cc-manager has stars 8."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has notability","object":"Low-star routine repo from NVIDIA.","text":"NVIDIA/k8s-cc-manager has notability Low-star routine repo from NVIDIA.."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has radar lane","object":"Infrastructure","text":"NVIDIA/k8s-cc-manager has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/k8s-cc-manager (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/k8s-cc-manager · language Python · Low-star routine repo from NVIDIA.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure, Product and customer in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/k8s-cc-manager","text":"NVIDIA published repo NVIDIA/k8s-cc-manager."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"is classified as","object":"repo signal","text":"NVIDIA/k8s-cc-manager is classified as repo signal."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"belongs to","object":"repos desk","text":"NVIDIA/k8s-cc-manager belongs to repos desk."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has context","object":"Python","text":"NVIDIA/k8s-cc-manager has context Python."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/k8s-cc-manager has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/k8s-cc-manager","predicate":"matches data-business lanes","object":"Infrastructure, Product and customer","text":"NVIDIA/k8s-cc-manager matches data-business lanes Infrastructure, Product and customer."}]},"signal":{"id":"436bccb6-d921-4cd1-9ed9-a47409307265","url":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265","json_url":"https://onlylabs.fyi/signals/436bccb6-d921-4cd1-9ed9-a47409307265/signal.json","source_url":"https://github.com/NVIDIA/k8s-cc-manager","title":"NVIDIA/k8s-cc-manager","summary":"NVIDIA 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":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2023-08-16T19:58:10+00:00","first_seen_at":"2026-06-16T07:00:35.946831+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/NVIDIA/k8s-cc-manager"]},"facets":{"repo":"NVIDIA/k8s-cc-manager","language":"Python"},"traction":{"github_stars":8,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":26,"matched_terms":["gpu","support"],"reason":"NVIDIA has a repo signal matching infrastructure, product and customer."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/k8s-cc-manager","final_url":"https://github.com/NVIDIA/k8s-cc-manager","title":"NVIDIA/k8s-cc-manager repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-16T07:02:18.820427+00:00","bytes":7774,"raw_path":"3a805a4f5e377bcc1e133528153b3c16fec55ca181cd681c013e3f204216a6db.json","content_hash":"8fb96d7e3facdc2cf79b2245f2681d1512e290b43a3a670a080242c39c91ce6a","excerpt_chars":1200,"truncated":false,"excerpt":"NVIDIA/k8s-cc-manager Description: The NVIDIA CC Manager is a Kubernetes component that will enable required CC mode on supported NVIDIA GPUs Language: Python License: Apache-2.0 Stars: 8 Forks: 13 Open issues: 5 Created: 2023-08-16T19:58:10Z Pushed: 2026-06-16T00:21:18Z Default branch: main Fork: no Archived: no README: NVIDIA CC Manager For Kubernetes The NVIDIA CC Manager is a Kubernetes component that will enable required CC mode on supported NVIDIA GPUs."},"evidence_pages":[],"related_signals":[{"id":"312d420e-340a-4fb3-b7b7-78feff631fa3","url":"https://onlylabs.fyi/signals/312d420e-340a-4fb3-b7b7-78feff631fa3","source_url":"https://github.com/NVIDIA/boro","title":"NVIDIA/boro","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-23T17:56:09+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"2179ffa6-0833-48e1-9f35-3c195c6e4e17","url":"https://onlylabs.fyi/signals/2179ffa6-0833-48e1-9f35-3c195c6e4e17","source_url":"https://github.com/NVIDIA/gmmts_lib","title":"NVIDIA/gmmts_lib","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-09T11:15:23+00:00","first_seen_at":"2026-06-26T23:50:17.923203+00:00","date_source":"source"},{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"96973dab-1edf-449e-837b-5f4863a310ee","url":"https://onlylabs.fyi/signals/96973dab-1edf-449e-837b-5f4863a310ee","source_url":"https://github.com/NVIDIA/media-function-operator-kit","title":"NVIDIA/media-function-operator-kit","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-03T06:31:11+00:00","first_seen_at":"2026-06-26T23:50:17.923203+00:00","date_source":"source"},{"id":"dc2436c6-a425-4d07-b568-f1d510b43498","url":"https://onlylabs.fyi/signals/dc2436c6-a425-4d07-b568-f1d510b43498","source_url":"https://github.com/NVIDIA/halos-outside-in-safety","title":"NVIDIA/halos-outside-in-safety","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-02T07:07:48+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source"},{"id":"580feb1e-cb8f-43fe-af8e-fb45a66773a1","url":"https://onlylabs.fyi/signals/580feb1e-cb8f-43fe-af8e-fb45a66773a1","source_url":"https://github.com/NVIDIA/aerial-omniverse-digital-twin","title":"NVIDIA/aerial-omniverse-digital-twin","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-01T20:46:54+00:00","first_seen_at":"2026-06-23T07:00:35.692093+00:00","date_source":"source"}]}