{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/kubectl-nv","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e1b9b991-12b9-4890-a257-be635483099d","json_url":"https://onlylabs.fyi/signals/e1b9b991-12b9-4890-a257-be635483099d/signal.json","generated_at":"2026-06-27T00:54:10.958Z","evidence_latest_fetched_at":"2026-06-19T07:02:42.420606+00:00","signal_first_seen_at":"2026-06-19T07:01:24.503136+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/e1b9b991-12b9-4890-a257-be635483099d","signal_json":"https://onlylabs.fyi/signals/e1b9b991-12b9-4890-a257-be635483099d/signal.json","source":"https://github.com/NVIDIA/kubectl-nv","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"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/kubectl-nv (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/kubectl-nv · language Go · Minor Kubernetes plugin with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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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: Infrastructure?","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/e1b9b991-12b9-4890-a257-be635483099d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/kubectl-nv","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/kubectl-nv\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/kubectl-nv","text":"NVIDIA published repo NVIDIA/kubectl-nv."},{"subject":"NVIDIA/kubectl-nv","predicate":"is classified as","object":"repo signal","text":"NVIDIA/kubectl-nv is classified as repo signal."},{"subject":"NVIDIA/kubectl-nv","predicate":"belongs to","object":"repos desk","text":"NVIDIA/kubectl-nv belongs to repos desk."},{"subject":"NVIDIA/kubectl-nv","predicate":"has context","object":"Go","text":"NVIDIA/kubectl-nv has context Go."},{"subject":"NVIDIA/kubectl-nv","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/kubectl-nv has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/kubectl-nv","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/kubectl-nv matches data-business lanes Infrastructure."},{"subject":"NVIDIA/kubectl-nv","predicate":"has captured page 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github.com."},{"subject":"NVIDIA/kubectl-nv","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/kubectl-nv has lab NVIDIA."},{"subject":"NVIDIA/kubectl-nv","predicate":"has signal desk","object":"repos","text":"NVIDIA/kubectl-nv has signal desk repos."},{"subject":"NVIDIA/kubectl-nv","predicate":"has source host","object":"github.com","text":"NVIDIA/kubectl-nv has source host github.com."},{"subject":"NVIDIA/kubectl-nv","predicate":"has repository","object":"NVIDIA/kubectl-nv","text":"NVIDIA/kubectl-nv has repository NVIDIA/kubectl-nv."},{"subject":"NVIDIA/kubectl-nv","predicate":"has language","object":"Go","text":"NVIDIA/kubectl-nv has language Go."},{"subject":"NVIDIA/kubectl-nv","predicate":"has stars","object":"11","text":"NVIDIA/kubectl-nv has stars 11."},{"subject":"NVIDIA/kubectl-nv","predicate":"has notability","object":"Minor Kubernetes plugin with low traction","text":"NVIDIA/kubectl-nv has notability Minor Kubernetes plugin with low 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/kubectl-nv · language Go · Minor Kubernetes plugin with low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/kubectl-nv","text":"NVIDIA published repo NVIDIA/kubectl-nv."},{"subject":"NVIDIA/kubectl-nv","predicate":"is classified as","object":"repo signal","text":"NVIDIA/kubectl-nv is classified as repo signal."},{"subject":"NVIDIA/kubectl-nv","predicate":"belongs to","object":"repos desk","text":"NVIDIA/kubectl-nv belongs to repos desk."},{"subject":"NVIDIA/kubectl-nv","predicate":"has context","object":"Go","text":"NVIDIA/kubectl-nv has context Go."},{"subject":"NVIDIA/kubectl-nv","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/kubectl-nv has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/kubectl-nv","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/kubectl-nv matches data-business lanes Infrastructure."}]},"signal":{"id":"e1b9b991-12b9-4890-a257-be635483099d","url":"https://onlylabs.fyi/signals/e1b9b991-12b9-4890-a257-be635483099d","json_url":"https://onlylabs.fyi/signals/e1b9b991-12b9-4890-a257-be635483099d/signal.json","source_url":"https://github.com/NVIDIA/kubectl-nv","title":"NVIDIA/kubectl-nv","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2024-02-20T17:39:38+00:00","first_seen_at":"2026-06-19T07:01:24.503136+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/kubectl-nv"]},"facets":{"repo":"NVIDIA/kubectl-nv","language":"Go"},"traction":{"github_stars":11,"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"}],"score":14,"matched_terms":["cluster"],"reason":"NVIDIA has a repo signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/kubectl-nv","final_url":"https://github.com/NVIDIA/kubectl-nv","title":"NVIDIA/kubectl-nv repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-19T07:02:42.420606+00:00","bytes":9244,"raw_path":"8af6645a40bc704888b2103ebef4f764d257c65c642342085f42e555385f5b22.json","content_hash":"9b56c5f68988ac82913ce89f33fc9bc3a5cfffa43110b61a0d2b602ca4220b75","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/kubectl-nv Description: Kubectl NV plugin, a tool for managing NVIDIA objects on a kubernetes cluster. Language: Go License: Apache-2.0 Stars: 11 Forks: 4 Open issues: 5 Created: 2024-02-20T17:39:38Z Pushed: 2026-06-18T18:22:44Z Default branch: main Fork: no Archived: no README: NVIDIA kubectl-nv A kubectl plugin for NVIDIA-powered Kubernetes clusters. See the full documentation at [docs/README.md](docs/README.md) kubectl-nv Kubectl NV plugin, a tool for managing NVIDIA objects on a kubernetes cluster. The kubectl-nv plugin is based on [https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins/](https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins/), meaning, once installed into the user's $PATH it will become part of the kubectl command line. As \"kubectl nv\". Currently, when a user faces a malfunction on their kubernetes cluster, users are directed to the [documentations page](https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/troubleshooting.html) where they are asked to run multiple commands, and if those commands fail to expose the root cause, users are asked to run a must-gather bash script and send the resulting files to support for..."},"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"}]}