{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/OpenShell v0.0.65","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74","json_url":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74/signal.json","generated_at":"2026-06-27T00:32:26.140Z","evidence_latest_fetched_at":"2026-06-18T07:03:33.008496+00:00","signal_first_seen_at":"2026-06-18T07:00:35.381006+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/331a718d-0287-4179-912e-9c4b0ae9bc74","signal_json":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74/signal.json","source":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.65","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 v0.0.65 (NVIDIA/OpenShell). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: NVIDIA's command-line tool for GPU-accelerated AI development. · OpenShell v0.0.65 Repository: NVIDIA/OpenShell Tag: v0.0.65 Published: 2026-06-17T15:39:55Z Prerelease: no Release notes: OpenShell v0.0.65 Quick install ```bash curl.... 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/v0.0.65","source_host":"github.com","occurred_at":"2026-06-17T15:39:55+00:00","first_seen_at":"2026-06-18T07:00:35.381006+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 v0.0.65","source":"source"},{"label":"Context","value":"NVIDIA's command-line tool for GPU-accelerated AI development.","source":"signal"},{"label":"Notability","value":"Routine version update of NVIDIA OpenShell tool.","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/NVIDIA/OpenShell/releases/tag/v0.0.65"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-18T07:03:33.008496+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74/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/331a718d-0287-4179-912e-9c4b0ae9bc74/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.65","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 v0.0.65\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/OpenShell v0.0.65","text":"NVIDIA released NVIDIA/OpenShell v0.0.65."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"is classified as","object":"release signal","text":"NVIDIA/OpenShell v0.0.65 is classified as release signal."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"belongs to","object":"releases desk","text":"NVIDIA/OpenShell v0.0.65 belongs to releases desk."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has context","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell v0.0.65 has context NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell v0.0.65 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has captured page count","object":"1","text":"NVIDIA/OpenShell v0.0.65 has captured page count 1."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has readable page count","object":"1","text":"NVIDIA/OpenShell v0.0.65 has readable page count 1."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has related signal count","object":"6","text":"NVIDIA/OpenShell v0.0.65 has related signal count 6."},{"subject":"NVIDIA/OpenShell v0.0.65","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 v0.0.65 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 v0.0.65","predicate":"has source host","object":"github.com","text":"NVIDIA/OpenShell v0.0.65 has source host github.com."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/OpenShell v0.0.65 has lab NVIDIA."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has signal desk","object":"releases","text":"NVIDIA/OpenShell v0.0.65 has signal desk releases."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has source host","object":"github.com","text":"NVIDIA/OpenShell v0.0.65 has source host github.com."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has repository","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell v0.0.65 has repository NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has release","object":"OpenShell v0.0.65","text":"NVIDIA/OpenShell v0.0.65 has release OpenShell v0.0.65."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has context","object":"NVIDIA's command-line tool for GPU-accelerated AI development.","text":"NVIDIA/OpenShell v0.0.65 has context NVIDIA's command-line tool for GPU-accelerated AI development.."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has notability","object":"Routine version update of NVIDIA OpenShell tool.","text":"NVIDIA/OpenShell v0.0.65 has notability Routine version update of NVIDIA OpenShell tool.."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/OpenShell v0.0.65 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/OpenShell v0.0.65 (NVIDIA/OpenShell). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: NVIDIA's command-line tool for GPU-accelerated AI development. · OpenShell v0.0.65 Repository: NVIDIA/OpenShell Tag: v0.0.65 Published: 2026-06-17T15:39:55Z Prerelease: no Release notes: OpenShell v0.0.65 Quick install ```bash curl.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/OpenShell v0.0.65","text":"NVIDIA released NVIDIA/OpenShell v0.0.65."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"is classified as","object":"release signal","text":"NVIDIA/OpenShell v0.0.65 is classified as release signal."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"belongs to","object":"releases desk","text":"NVIDIA/OpenShell v0.0.65 belongs to releases desk."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has context","object":"NVIDIA/OpenShell","text":"NVIDIA/OpenShell v0.0.65 has context NVIDIA/OpenShell."},{"subject":"NVIDIA/OpenShell v0.0.65","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell v0.0.65 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"331a718d-0287-4179-912e-9c4b0ae9bc74","url":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74","json_url":"https://onlylabs.fyi/signals/331a718d-0287-4179-912e-9c4b0ae9bc74/signal.json","source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.65","title":"NVIDIA/OpenShell v0.0.65","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":"2026-06-17T15:39:55+00:00","first_seen_at":"2026-06-18T07:00:35.381006+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/v0.0.65"]},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.65","final_url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.65","title":"NVIDIA/OpenShell v0.0.65","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-18T07:03:33.008496+00:00","bytes":57779,"raw_path":"89ecc5f4bfb9af9ff09f2e920ab75ddfba94061d0142ebdcde1f073c2bc23c7c.json","content_hash":"3b220d25821318e1f7f04b92fa65070ebb9be3dac790ce2bf3197b13e1182e1c","excerpt_chars":1200,"truncated":true,"excerpt":"OpenShell v0.0.65 Repository: NVIDIA/OpenShell Tag: v0.0.65 Published: 2026-06-17T15:39:55Z Prerelease: no Release notes: OpenShell v0.0.65 Quick install ```bash curl -LsSf https://raw.githubusercontent.com/NVIDIA/OpenShell/main/install.sh | OPENSHELL_VERSION=v0.0.65 sh ``` What's Changed * fix(server): retry sandbox delete phase conflicts by @TaylorMutch in https://github.com/NVIDIA/OpenShell/pull/1905 * feat(server): support TLS certificate hot-reload by @lunarwhite in https://github.com/NVIDIA/OpenShell/pull/1870 * feat(providers): add DeepInfra as a built-in inference provider by @mmilutinovic371 in https://github.com/NVIDIA/OpenShell/pull/1902 * docs(rfc): require issues before RFCs by @drew in https://github.com/NVIDIA/OpenShell/pull/1918 * test(e2e): retry forward proxy stale policy flake by @drew in https://github.com/NVIDIA/OpenShell/pull/1929 * fix(server): share gateway shutdown channel by @elezar in https://github.com/NVIDIA/OpenShell/pull/1945 * fix(e2e): refresh latest sandbox image for docker runs by @krishicks in https://github.com/NVIDIA/OpenShell/pull/1928 New Contributors * @lunarwhite made their first contribution in..."},"evidence_pages":[],"related_signals":[{"id":"42a9edb6-2b2c-4f0e-b3bb-896af74645b9","url":"https://onlylabs.fyi/signals/42a9edb6-2b2c-4f0e-b3bb-896af74645b9","source_url":"https://github.com/NVIDIA/cloudxr-framework/releases/tag/6.2.0","title":"NVIDIA/cloudxr-framework 6.2.0","context":"NVIDIA/cloudxr-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T20:23:39+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"335a99b8-e97f-4614-8873-316c0a1a0e62","url":"https://onlylabs.fyi/signals/335a99b8-e97f-4614-8873-316c0a1a0e62","source_url":"https://github.com/NVIDIA/nodewright/releases/tag/chart/v0.17.1","title":"NVIDIA/nodewright chart/v0.17.1","context":"NVIDIA/nodewright","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T19:43:37+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"cda1652a-f88a-4670-be06-1b776d3a9c0c","url":"https://onlylabs.fyi/signals/cda1652a-f88a-4670-be06-1b776d3a9c0c","source_url":"https://github.com/NVIDIA/OpenShell/releases/tag/v0.0.71","title":"NVIDIA/OpenShell v0.0.71","context":"NVIDIA/OpenShell","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T15:25:00+00:00","first_seen_at":"2026-06-26T23:50:17.750312+00:00","date_source":"source"},{"id":"ca583de2-5306-453f-b5c5-c20b1fa24bb2","url":"https://onlylabs.fyi/signals/ca583de2-5306-453f-b5c5-c20b1fa24bb2","source_url":"https://github.com/NVIDIA/k8s-launch-kit/releases/tag/v26.7.0-beta.1","title":"NVIDIA/k8s-launch-kit v26.7.0-beta.1","context":"NVIDIA/k8s-launch-kit","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T11:00:42+00:00","first_seen_at":"2026-06-26T23:50:17.855985+00:00","date_source":"source"},{"id":"99e3ad37-df71-412a-bbd6-63d7a4ae809f","url":"https://onlylabs.fyi/signals/99e3ad37-df71-412a-bbd6-63d7a4ae809f","source_url":"https://github.com/NVIDIA/TransformerEngine/releases/tag/v2.16.1","title":"NVIDIA/TransformerEngine v2.16.1","context":"NVIDIA/TransformerEngine","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-26T01:05:43+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"},{"id":"fd3bfd23-600d-438e-9dff-cf05341ec5d1","url":"https://onlylabs.fyi/signals/fd3bfd23-600d-438e-9dff-cf05341ec5d1","source_url":"https://github.com/NVIDIA/cccl/releases/tag/v3.3.4","title":"NVIDIA/cccl v3.3.4","context":"NVIDIA/cccl","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-25T20:42:37+00:00","first_seen_at":"2026-06-26T07:00:35.890963+00:00","date_source":"source"}]}