{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/OpenShell dev","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d","json_url":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d/signal.json","generated_at":"2026-06-11T03:46:02.632854+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/007afe23-28c9-4d05-a461-97155b86f90d","signal_json":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d/signal.json","source":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/OpenShell dev (NVIDIA/OpenShell). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine repo release, no traction · OpenShell Development Build Repository: NVIDIA/OpenShell Tag: dev Published: 2026-03-18T21:11:50Z Prerelease: yes Release notes: This build is automatically published on.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","source_host":"github.com","occurred_at":"2026-03-18T21:11:50+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"NVIDIA/OpenShell"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/OpenShell","source":"source"},{"label":"Release","value":"OpenShell Development Build","source":"source"},{"label":"Notability","value":"Routine repo release, no traction","source":"signal"}],"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/OpenShell/releases/tag/dev"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:46:02.632854+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d/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":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","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":"https://onlylabs.fyi/topics/releases/signals.json","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 NVIDIA's release signal \"NVIDIA/OpenShell dev\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/OpenShell dev","text":"NVIDIA released NVIDIA/OpenShell dev."},{"subject":"NVIDIA/OpenShell dev","predicate":"is classified as","object":"release signal","text":"NVIDIA/OpenShell dev is classified as release signal."},{"subject":"NVIDIA/OpenShell dev","predicate":"belongs to","object":"releases desk","text":"NVIDIA/OpenShell dev belongs to releases desk."},{"subject":"NVIDIA/OpenShell dev","predicate":"has context","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell dev has context NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell dev has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/OpenShell dev","predicate":"has captured page count","object":"1","text":"NVIDIA/OpenShell dev has captured page count 1."},{"subject":"NVIDIA/OpenShell dev","predicate":"has readable page count","object":"1","text":"NVIDIA/OpenShell dev has readable page count 1."},{"subject":"NVIDIA/OpenShell dev","predicate":"has related signal count","object":"6","text":"NVIDIA/OpenShell dev has related signal count 6."},{"subject":"NVIDIA/OpenShell dev","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"NVIDIA/OpenShell dev has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/OpenShell dev","predicate":"has source host","object":"github.com","text":"NVIDIA/OpenShell dev has source host github.com."},{"subject":"NVIDIA/OpenShell dev","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/OpenShell dev has lab NVIDIA."},{"subject":"NVIDIA/OpenShell dev","predicate":"has signal desk","object":"releases","text":"NVIDIA/OpenShell dev has signal desk releases."},{"subject":"NVIDIA/OpenShell dev","predicate":"has source host","object":"github.com","text":"NVIDIA/OpenShell dev has source host github.com."},{"subject":"NVIDIA/OpenShell dev","predicate":"has repository","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell dev has repository NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell dev","predicate":"has release","object":"OpenShell Development Build","text":"NVIDIA/OpenShell dev has release OpenShell Development Build."},{"subject":"NVIDIA/OpenShell dev","predicate":"has notability","object":"Routine repo release, no traction","text":"NVIDIA/OpenShell dev has notability Routine repo release, no traction."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/OpenShell dev (NVIDIA/OpenShell). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine repo release, no traction · OpenShell Development Build Repository: NVIDIA/OpenShell Tag: dev Published: 2026-03-18T21:11:50Z Prerelease: yes Release notes: This build is automatically published on.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/OpenShell dev","text":"NVIDIA released NVIDIA/OpenShell dev."},{"subject":"NVIDIA/OpenShell dev","predicate":"is classified as","object":"release signal","text":"NVIDIA/OpenShell dev is classified as release signal."},{"subject":"NVIDIA/OpenShell dev","predicate":"belongs to","object":"releases desk","text":"NVIDIA/OpenShell dev belongs to releases desk."},{"subject":"NVIDIA/OpenShell dev","predicate":"has context","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell dev has context NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell dev has evidence coverage 1 captured evidence page."}]},"signal":{"id":"007afe23-28c9-4d05-a461-97155b86f90d","url":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d","json_url":"https://onlylabs.fyi/signals/007afe23-28c9-4d05-a461-97155b86f90d/signal.json","source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","title":"NVIDIA/OpenShell dev","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/OpenShell","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-03-18T21:11:50+00:00","first_seen_at":"2026-06-05T20:58:43.255815+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/OpenShell/releases/tag/dev"]},"facets":{"repo":"NVIDIA/OpenShell"},"traction":{"github_stars":null,"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/NVIDIA/OpenShell/releases/tag/dev","final_url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","title":"NVIDIA/OpenShell dev","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:02.632854+00:00","bytes":339094,"raw_path":"c54b733266c10ed89a289c7aaed14ca7f8f6db9bbaa0fdd729e91955a7c4c7a4.json","content_hash":"2ae11827deda3226d90663ff7358ceb286d3b796ad237c2a747b5119409bffeb","excerpt_chars":1200,"truncated":false,"excerpt":"OpenShell Development Build Repository: NVIDIA/OpenShell Tag: dev Published: 2026-03-18T21:11:50Z Prerelease: yes Release notes: This build is automatically published on every commit to main that passes CI. > **NOTE**: This is a development build, not a tagged release, and may be unstable. Quick install ``` curl -LsSf https://raw.githubusercontent.com/NVIDIA/OpenShell/main/install.sh | OPENSHELL_VERSION=dev sh ```"},"evidence_pages":[{"url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","final_url":"https://github.com/NVIDIA/OpenShell/releases/tag/dev","title":"NVIDIA/OpenShell dev","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:02.632854+00:00","bytes":339094,"raw_path":"c54b733266c10ed89a289c7aaed14ca7f8f6db9bbaa0fdd729e91955a7c4c7a4.json","content_hash":"2ae11827deda3226d90663ff7358ceb286d3b796ad237c2a747b5119409bffeb","excerpt_chars":1200,"truncated":false,"excerpt":"OpenShell Development Build Repository: NVIDIA/OpenShell Tag: dev Published: 2026-03-18T21:11:50Z Prerelease: yes Release notes: This build is automatically published on every commit to main that passes CI. > **NOTE**: This is a development build, not a tagged release, and may be unstable. Quick install ``` curl -LsSf https://raw.githubusercontent.com/NVIDIA/OpenShell/main/install.sh | OPENSHELL_VERSION=dev sh ```"}],"related_signals":[{"id":"45f4cdf4-5665-44fd-b290-c27312411e95","url":"https://onlylabs.fyi/signals/45f4cdf4-5665-44fd-b290-c27312411e95","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.1.0-release","title":"NVIDIA/open-nvdebug nvdebug-v2.1.0-release","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:57:30+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"25a9df96-2996-450c-a19b-ac955b7e77b7","url":"https://onlylabs.fyi/signals/25a9df96-2996-450c-a19b-ac955b7e77b7","source_url":"https://github.com/NVIDIA/open-nvdebug/releases/tag/nvdebug-v2.0.0","title":"NVIDIA/open-nvdebug nvdebug-v2.0.0","context":"NVIDIA/open-nvdebug","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:55:39+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"837ce80c-4bdb-48fc-947b-8842ace3a199","url":"https://onlylabs.fyi/signals/837ce80c-4bdb-48fc-947b-8842ace3a199","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc02","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc02","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-11T05:19:43+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"1f40b37a-1570-4da9-b4ed-a722da3acd28","url":"https://onlylabs.fyi/signals/1f40b37a-1570-4da9-b4ed-a722da3acd28","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.25.0","title":"NVIDIA/cudnn-frontend v1.25.0","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T21:11:51+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"c5fe1a74-96b4-4f19-a620-d1b63758cdcb","url":"https://onlylabs.fyi/signals/c5fe1a74-96b4-4f19-a620-d1b63758cdcb","source_url":"https://github.com/NVIDIA/nv-rms-client/releases/tag/v0.9.0-mts-rc01","title":"NVIDIA/nv-rms-client v0.9.0-mts-rc01","context":"NVIDIA/nv-rms-client","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T19:02:10+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"},{"id":"565de597-ad94-49ff-91ef-632e549ba88d","url":"https://onlylabs.fyi/signals/565de597-ad94-49ff-91ef-632e549ba88d","source_url":"https://github.com/NVIDIA/elements/releases/tag/%40nvidia-elements/styles-v2.0.2","title":"NVIDIA/elements @nvidia-elements/styles-v2.0.2","context":"NVIDIA/elements","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-10T18:51:17+00:00","first_seen_at":"2026-06-11T07:01:14.42859+00:00","date_source":"source"}]}