{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/OpenShell-Community","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4","json_url":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4/signal.json","generated_at":"2026-06-11T02:42:55.444034+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4","signal_json":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4/signal.json","source":"https://github.com/NousResearch/OpenShell-Community","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research forked NousResearch/OpenShell-Community (forked from NVIDIA/OpenShell-Community). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/OpenShell-Community · parent NVIDIA/OpenShell-Community · Routine fork, minimal stars.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/NousResearch/OpenShell-Community","source_host":"github.com","occurred_at":"2026-04-20T15:45:42+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","context":"forked from NVIDIA/OpenShell-Community"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/OpenShell-Community","source":"source"},{"label":"Parent","value":"NVIDIA/OpenShell-Community","source":"source"},{"label":"Stars","value":"7","source":"traction"},{"label":"Notability","value":"Routine fork, minimal stars.","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/NousResearch/OpenShell-Community"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:55.444034+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/OpenShell-Community","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Nous Research's fork signal \"NousResearch/OpenShell-Community\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/OpenShell-Community","text":"Nous Research forked NousResearch/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"is classified as","object":"fork signal","text":"NousResearch/OpenShell-Community is classified as fork signal."},{"subject":"NousResearch/OpenShell-Community","predicate":"belongs to","object":"forks desk","text":"NousResearch/OpenShell-Community belongs to forks desk."},{"subject":"NousResearch/OpenShell-Community","predicate":"has context","object":"forked from NVIDIA/OpenShell-Community","text":"NousResearch/OpenShell-Community has context forked from NVIDIA/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/OpenShell-Community has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/OpenShell-Community","predicate":"has captured page count","object":"1","text":"NousResearch/OpenShell-Community has captured page count 1."},{"subject":"NousResearch/OpenShell-Community","predicate":"has readable page count","object":"1","text":"NousResearch/OpenShell-Community has readable page count 1."},{"subject":"NousResearch/OpenShell-Community","predicate":"has related signal count","object":"6","text":"NousResearch/OpenShell-Community has related signal count 6."},{"subject":"NousResearch/OpenShell-Community","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"NousResearch/OpenShell-Community has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"NousResearch/OpenShell-Community","predicate":"has source host","object":"github.com","text":"NousResearch/OpenShell-Community has source host github.com."},{"subject":"NousResearch/OpenShell-Community","predicate":"has lab","object":"Nous Research","text":"NousResearch/OpenShell-Community has lab Nous Research."},{"subject":"NousResearch/OpenShell-Community","predicate":"has signal desk","object":"forks","text":"NousResearch/OpenShell-Community has signal desk forks."},{"subject":"NousResearch/OpenShell-Community","predicate":"has source host","object":"github.com","text":"NousResearch/OpenShell-Community has source host github.com."},{"subject":"NousResearch/OpenShell-Community","predicate":"has repository","object":"NousResearch/OpenShell-Community","text":"NousResearch/OpenShell-Community has repository NousResearch/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"has parent","object":"NVIDIA/OpenShell-Community","text":"NousResearch/OpenShell-Community has parent NVIDIA/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"has stars","object":"7","text":"NousResearch/OpenShell-Community has stars 7."},{"subject":"NousResearch/OpenShell-Community","predicate":"has notability","object":"Routine fork, minimal stars.","text":"NousResearch/OpenShell-Community has notability Routine fork, minimal stars.."},{"subject":"NousResearch/OpenShell-Community","predicate":"has watch term","object":"Infrastructure","text":"NousResearch/OpenShell-Community has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/OpenShell-Community (forked from NVIDIA/OpenShell-Community). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/OpenShell-Community · parent NVIDIA/OpenShell-Community · Routine fork, minimal stars.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/OpenShell-Community","text":"Nous Research forked NousResearch/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"is classified as","object":"fork signal","text":"NousResearch/OpenShell-Community is classified as fork signal."},{"subject":"NousResearch/OpenShell-Community","predicate":"belongs to","object":"forks desk","text":"NousResearch/OpenShell-Community belongs to forks desk."},{"subject":"NousResearch/OpenShell-Community","predicate":"has context","object":"forked from NVIDIA/OpenShell-Community","text":"NousResearch/OpenShell-Community has context forked from NVIDIA/OpenShell-Community."},{"subject":"NousResearch/OpenShell-Community","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/OpenShell-Community has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f4453673-903a-4284-ae22-31e9123171a4","url":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4","json_url":"https://onlylabs.fyi/signals/f4453673-903a-4284-ae22-31e9123171a4/signal.json","source_url":"https://github.com/NousResearch/OpenShell-Community","title":"NousResearch/OpenShell-Community","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from NVIDIA/OpenShell-Community","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-20T15:45:42+00:00","first_seen_at":"2026-06-06T01:49:37.982614+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/NousResearch/OpenShell-Community"]},"facets":{"repo":"NousResearch/OpenShell-Community","parent":"NVIDIA/OpenShell-Community"},"traction":{"github_stars":7,"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/NousResearch/OpenShell-Community","final_url":"https://github.com/NousResearch/OpenShell-Community","title":"NousResearch/OpenShell-Community repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:55.444034+00:00","bytes":25729,"raw_path":"c4794b1b9ae8f7efceacb2b25691cc48277706560d60e671da346a94ce982167.json","content_hash":"848bce374068b1b37948c4685ed50a96bf5e8196c8d83bb7dcf09cdd0caba6de","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/OpenShell-Community Description: OpenShell is the safe, private runtime for autonomous AI agents. License: Apache-2.0 Stars: 7 Forks: 2 Open issues: 0 Created: 2026-04-20T15:45:42Z Pushed: 2026-04-11T23:00:46Z Default branch: main Fork: yes Parent repository: NVIDIA/OpenShell-Community 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. It provides a programmable factory where agents can generate synthetic data to fix edge cases and safely iterate through thousands of failures in isolated sandboxes. The core engine includes the sandbox runtime, policy engine,..."},"evidence_pages":[{"url":"https://github.com/NousResearch/OpenShell-Community","final_url":"https://github.com/NousResearch/OpenShell-Community","title":"NousResearch/OpenShell-Community repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:55.444034+00:00","bytes":25729,"raw_path":"c4794b1b9ae8f7efceacb2b25691cc48277706560d60e671da346a94ce982167.json","content_hash":"848bce374068b1b37948c4685ed50a96bf5e8196c8d83bb7dcf09cdd0caba6de","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/OpenShell-Community Description: OpenShell is the safe, private runtime for autonomous AI agents. License: Apache-2.0 Stars: 7 Forks: 2 Open issues: 0 Created: 2026-04-20T15:45:42Z Pushed: 2026-04-11T23:00:46Z Default branch: main Fork: yes Parent repository: NVIDIA/OpenShell-Community 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. It provides a programmable factory where agents can generate synthetic data to fix edge cases and safely iterate through thousands of failures in isolated sandboxes. The core engine includes the sandbox runtime, policy engine,..."}],"related_signals":[{"id":"007a4fd1-4440-4405-853a-0a96c587ccb2","url":"https://onlylabs.fyi/signals/007a4fd1-4440-4405-853a-0a96c587ccb2","source_url":"https://github.com/NousResearch/Automodel","title":"NousResearch/Automodel","context":"forked from NVIDIA-NeMo/Automodel","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:18:10+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"cded9ac1-e648-4965-8bda-97827b4128d0","url":"https://onlylabs.fyi/signals/cded9ac1-e648-4965-8bda-97827b4128d0","source_url":"https://github.com/NousResearch/Megatron-LM","title":"NousResearch/Megatron-LM","context":"forked from NVIDIA/Megatron-LM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:29+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"a66f6267-7e1f-452a-8efd-640d342f9ce6","url":"https://onlylabs.fyi/signals/a66f6267-7e1f-452a-8efd-640d342f9ce6","source_url":"https://github.com/NousResearch/Megatron-Bridge","title":"NousResearch/Megatron-Bridge","context":"forked from NVIDIA-NeMo/Megatron-Bridge","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:08+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"8f913bfb-f7f5-4ebc-9d01-416bfaecdb12","url":"https://onlylabs.fyi/signals/8f913bfb-f7f5-4ebc-9d01-416bfaecdb12","source_url":"https://github.com/NousResearch/agent-governance-toolkit","title":"NousResearch/agent-governance-toolkit","context":"forked from microsoft/agent-governance-toolkit","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-10T22:34:18+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"b857381d-51f3-446f-9a61-234abaced3d1","url":"https://onlylabs.fyi/signals/b857381d-51f3-446f-9a61-234abaced3d1","source_url":"https://github.com/NousResearch/Nemotron","title":"NousResearch/Nemotron","context":"forked from NVIDIA-NeMo/Nemotron","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-27T14:08:47+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"a0d4e67f-3f35-4ea4-ab24-efba1dfd20b7","url":"https://onlylabs.fyi/signals/a0d4e67f-3f35-4ea4-ab24-efba1dfd20b7","source_url":"https://github.com/NousResearch/NemoClaw","title":"NousResearch/NemoClaw","context":"forked from NVIDIA/NemoClaw","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-24T18:35:00+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"}]}