{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/OpenShell-Community","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/39525fae-2d89-4024-ae6d-9c55d5694bfc","json_url":"https://onlylabs.fyi/signals/39525fae-2d89-4024-ae6d-9c55d5694bfc/signal.json","generated_at":"2026-06-11T02:52:51.262155+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/39525fae-2d89-4024-ae6d-9c55d5694bfc","signal_json":"https://onlylabs.fyi/signals/39525fae-2d89-4024-ae6d-9c55d5694bfc/signal.json","source":"https://github.com/NVIDIA/OpenShell-Community","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":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/OpenShell-Community (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/OpenShell-Community · language Dockerfile · Low star count, routine repo.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/OpenShell-Community","source_host":"github.com","occurred_at":"2026-03-01T03:52:47+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source","context":"Dockerfile"},"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/OpenShell-Community","source":"source"},{"label":"Language","value":"Dockerfile","source":"source"},{"label":"Stars","value":"150","source":"traction"},{"label":"Notability","value":"Low star count, routine repo.","source":"signal"},{"label":"Watch 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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?","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/39525fae-2d89-4024-ae6d-9c55d5694bfc/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/OpenShell-Community","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":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 repo signal \"NVIDIA/OpenShell-Community\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/OpenShell-Community","text":"NVIDIA published repo NVIDIA/OpenShell-Community."},{"subject":"NVIDIA/OpenShell-Community","predicate":"is classified as","object":"repo signal","text":"NVIDIA/OpenShell-Community is classified as repo signal."},{"subject":"NVIDIA/OpenShell-Community","predicate":"belongs to","object":"repos desk","text":"NVIDIA/OpenShell-Community belongs to repos desk."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has context","object":"Dockerfile","text":"NVIDIA/OpenShell-Community has context Dockerfile."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell-Community has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has captured page 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host","object":"github.com","text":"NVIDIA/OpenShell-Community has source host github.com."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/OpenShell-Community has lab NVIDIA."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has signal desk","object":"repos","text":"NVIDIA/OpenShell-Community has signal desk repos."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has source host","object":"github.com","text":"NVIDIA/OpenShell-Community has source host github.com."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has repository","object":"NVIDIA/OpenShell-Community","text":"NVIDIA/OpenShell-Community has repository NVIDIA/OpenShell-Community."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has language","object":"Dockerfile","text":"NVIDIA/OpenShell-Community has language Dockerfile."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has stars","object":"150","text":"NVIDIA/OpenShell-Community has stars 150."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has notability","object":"Low star count, routine repo.","text":"NVIDIA/OpenShell-Community has notability Low star count, routine repo.."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has watch term","object":"Infrastructure","text":"NVIDIA/OpenShell-Community has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/OpenShell-Community (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/OpenShell-Community · language Dockerfile · Low star count, routine repo.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/OpenShell-Community","text":"NVIDIA published repo NVIDIA/OpenShell-Community."},{"subject":"NVIDIA/OpenShell-Community","predicate":"is classified as","object":"repo signal","text":"NVIDIA/OpenShell-Community is classified as repo signal."},{"subject":"NVIDIA/OpenShell-Community","predicate":"belongs to","object":"repos desk","text":"NVIDIA/OpenShell-Community belongs to repos desk."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has context","object":"Dockerfile","text":"NVIDIA/OpenShell-Community has context Dockerfile."},{"subject":"NVIDIA/OpenShell-Community","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/OpenShell-Community has evidence coverage 1 captured evidence page."}]},"signal":{"id":"39525fae-2d89-4024-ae6d-9c55d5694bfc","url":"https://onlylabs.fyi/signals/39525fae-2d89-4024-ae6d-9c55d5694bfc","json_url":"https://onlylabs.fyi/signals/39525fae-2d89-4024-ae6d-9c55d5694bfc/signal.json","source_url":"https://github.com/NVIDIA/OpenShell-Community","title":"NVIDIA/OpenShell-Community","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Dockerfile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-03-01T03:52:47+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-Community"]},"facets":{"repo":"NVIDIA/OpenShell-Community","language":"Dockerfile"},"traction":{"github_stars":150,"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-Community","final_url":"https://github.com/NVIDIA/OpenShell-Community","title":"NVIDIA/OpenShell-Community repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:51.262155+00:00","bytes":11464,"raw_path":"285ec607eb2be7fdce4619278817b041a3b0de65cd09a8ef6da01e11b1f56331.json","content_hash":"147cb81fc1b9ad7245434a8d7b9a2a2e5661003998944b3c79eadb5d4131bdda","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/OpenShell-Community Description: OpenShell is the safe, private runtime for autonomous AI agents. 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Language: Dockerfile License: Apache-2.0 Stars: 156 Forks: 52 Open issues: 16 Created: 2026-03-01T03:52:47Z Pushed: 2026-05-29T16:15:11Z Default branch: main Fork: no Archived: no README: OpenShell Community [![License](https://img.shields.io/badge/License-Apache_2.0-blue)](https://github.com/NVIDIA/OpenShell/blob/main/LICENSE) [![PyPI](https://img.shields.io/badge/PyPI-openshell-orange?logo=pypi)](https://pypi.org/project/openshell/) [![Security Policy](https://img.shields.io/badge/Security-Report%20a%20Vulnerability-red)](SECURITY.md) [![Project Status](https://img.shields.io/badge/status-alpha-orange)](https://docs.nvidia.com/openshell/latest/about/release-notes.html) [OpenShell](https://github.com/NVIDIA/OpenShell) is the runtime environment for autonomous agents -- the infrastructure where they live, work, and verify. 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The core engine includes the sandbox runtime, policy engine, gateway (with k3s harness),..."}],"related_signals":[{"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":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}