{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Release: nebius/slurm-plugins spank-nccl-inspector-preconf-2","description":"Nebius release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f","json_url":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f/signal.json","generated_at":"2026-06-11T04:06:09.218903+00:00","org":{"slug":"nebius","name":"Nebius","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/nebius","dossier_json_url":"https://onlylabs.fyi/labs/nebius/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f","signal_json":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f/signal.json","source":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","lab_dossier":"https://onlylabs.fyi/labs/nebius","lab_dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis":"https://onlylabs.fyi/analysis/nebius","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Nebius published nebius/slurm-plugins spank-nccl-inspector-preconf-2 (nebius/slurm-plugins). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine plugin release, niche tool · SPANK NCCL Inspector Preconf v2 Repository: nebius/slurm-plugins Tag: spank-nccl-inspector-preconf-2 Published: 2026-05-12T14:57:48Z Prerelease: no Release notes: |.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","source_host":"github.com","occurred_at":"2026-05-12T14:57:48+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":"nebius/slurm-plugins"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/slurm-plugins","source":"source"},{"label":"Release","value":"SPANK NCCL Inspector Preconf v2","source":"source"},{"label":"Notability","value":"Routine plugin release, niche tool","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/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:09.218903+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f/signal.json","dossier_json":"https://onlylabs.fyi/labs/nebius/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nebius/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nebius/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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","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/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nebius/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nebius/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 Nebius's release signal \"nebius/slurm-plugins spank-nccl-inspector-preconf-2\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","text":"Nebius released nebius/slurm-plugins spank-nccl-inspector-preconf-2."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"is classified as","object":"release signal","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 is classified as release signal."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"belongs to","object":"releases desk","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 belongs to releases desk."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has context","object":"nebius/slurm-plugins","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has context nebius/slurm-plugins."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has evidence coverage 1 captured evidence page."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has captured page count","object":"1","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has captured page count 1."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has readable page count","object":"1","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has readable page count 1."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has related signal count","object":"6","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has related signal count 6."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","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":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has source host","object":"github.com","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has source host github.com."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has lab","object":"Nebius","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has lab Nebius."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has signal desk","object":"releases","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has signal desk releases."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has source host","object":"github.com","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has source host github.com."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has repository","object":"nebius/slurm-plugins","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has repository nebius/slurm-plugins."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has release","object":"SPANK NCCL Inspector Preconf v2","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has release SPANK NCCL Inspector Preconf v2."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has notability","object":"Routine plugin release, niche tool","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has notability Routine plugin release, niche tool."}]},"intelligence":{"signal_desk":"releases","answer":"Nebius published nebius/slurm-plugins spank-nccl-inspector-preconf-2 (nebius/slurm-plugins). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine plugin release, niche tool · SPANK NCCL Inspector Preconf v2 Repository: nebius/slurm-plugins Tag: spank-nccl-inspector-preconf-2 Published: 2026-05-12T14:57:48Z Prerelease: no Release notes: |.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Nebius","predicate":"released","object":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","text":"Nebius released nebius/slurm-plugins spank-nccl-inspector-preconf-2."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"is classified as","object":"release signal","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 is classified as release signal."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"belongs to","object":"releases desk","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 belongs to releases desk."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has context","object":"nebius/slurm-plugins","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has context nebius/slurm-plugins."},{"subject":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-plugins spank-nccl-inspector-preconf-2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f","url":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f","json_url":"https://onlylabs.fyi/signals/963598f1-b9a6-48a3-bc0b-90ea1c6f4e6f/signal.json","source_url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","title":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","summary":"Nebius published release notes. onlylabs watches releases for what actually shipped.","context":"nebius/slurm-plugins","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-05-12T14:57:48+00:00","first_seen_at":"2026-06-05T22:32:09.881762+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/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2"]},"facets":{"repo":"nebius/slurm-plugins"},"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/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","final_url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","title":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:06:09.218903+00:00","bytes":45157,"raw_path":"ecf193d1d5dbe551419d4de4c7f05b8a605212415035b95558611a4b923a158e.json","content_hash":"7f6f2b4982ddca3ba1faaee9a1d31032048c8cb6b428a82320451bcccdc67d8f","excerpt_chars":1200,"truncated":false,"excerpt":"SPANK NCCL Inspector Preconf v2 Repository: nebius/slurm-plugins Tag: spank-nccl-inspector-preconf-2 Published: 2026-05-12T14:57:48Z Prerelease: no Release notes: | Slurm version | Arch | | :---: | :---: | | `25.05.6` | `amd64` | | `25.05.6` | `arm64` | | `25.11.2` | `amd64` | | `25.11.2` | `arm64` | | `25.11.3` | `amd64` | | `25.11.3` | `arm64` | | `25.11.4` | `amd64` | | `25.11.4` | `arm64` | | `25.11.5` | `amd64` | | `25.11.5` | `arm64` |"},"evidence_pages":[{"url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","final_url":"https://github.com/nebius/slurm-plugins/releases/tag/spank-nccl-inspector-preconf-2","title":"nebius/slurm-plugins spank-nccl-inspector-preconf-2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:06:09.218903+00:00","bytes":45157,"raw_path":"ecf193d1d5dbe551419d4de4c7f05b8a605212415035b95558611a4b923a158e.json","content_hash":"7f6f2b4982ddca3ba1faaee9a1d31032048c8cb6b428a82320451bcccdc67d8f","excerpt_chars":1200,"truncated":false,"excerpt":"SPANK NCCL Inspector Preconf v2 Repository: nebius/slurm-plugins Tag: spank-nccl-inspector-preconf-2 Published: 2026-05-12T14:57:48Z Prerelease: no Release notes: | Slurm version | Arch | | :---: | :---: | | `25.05.6` | `amd64` | | `25.05.6` | `arm64` | | `25.11.2` | `amd64` | | `25.11.2` | `arm64` | | `25.11.3` | `amd64` | | `25.11.3` | `arm64` | | `25.11.4` | `amd64` | | `25.11.4` | `arm64` | | `25.11.5` | `amd64` | | `25.11.5` | `arm64` |"}],"related_signals":[{"id":"32f64660-242a-4509-b148-7e7ba09c5a94","url":"https://onlylabs.fyi/signals/32f64660-242a-4509-b148-7e7ba09c5a94","source_url":"https://github.com/nebius/nebius-solutions-library/releases/tag/soperator-v4.0.2-1","title":"nebius/nebius-solutions-library soperator-v4.0.2-1","context":"nebius/nebius-solutions-library","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T15:20:25+00:00","first_seen_at":"2026-06-10T07:01:03.342868+00:00","date_source":"source"},{"id":"8594a3e5-bc9e-4e44-9ae8-ba61889f1c0c","url":"https://onlylabs.fyi/signals/8594a3e5-bc9e-4e44-9ae8-ba61889f1c0c","source_url":"https://github.com/nebius/soperator/releases/tag/4.0.2","title":"nebius/soperator 4.0.2","context":"nebius/soperator","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T15:14:50+00:00","first_seen_at":"2026-06-10T07:01:03.342868+00:00","date_source":"source"},{"id":"833252f9-dd40-4874-89f4-bb4cb63e2c69","url":"https://onlylabs.fyi/signals/833252f9-dd40-4874-89f4-bb4cb63e2c69","source_url":"https://github.com/nebius/nebius-solutions-library/releases/tag/soperator-v3.0.6-1","title":"nebius/nebius-solutions-library soperator-v3.0.6-1","context":"nebius/nebius-solutions-library","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T14:29:57+00:00","first_seen_at":"2026-06-10T07:01:03.342868+00:00","date_source":"source"},{"id":"6201acae-e427-4657-8e2e-992978e2167e","url":"https://onlylabs.fyi/signals/6201acae-e427-4657-8e2e-992978e2167e","source_url":"https://github.com/nebius/soperator/releases/tag/3.0.6","title":"nebius/soperator 3.0.6","context":"nebius/soperator","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T14:20:03+00:00","first_seen_at":"2026-06-10T07:01:03.342868+00:00","date_source":"source"},{"id":"8c7e1bbd-2a95-42d0-bc6a-a2e719007f7c","url":"https://onlylabs.fyi/signals/8c7e1bbd-2a95-42d0-bc6a-a2e719007f7c","source_url":"https://github.com/nebius/terraform-provider-nebius/releases/tag/v0.6.13","title":"nebius/terraform-provider-nebius v0.6.13","context":"nebius/terraform-provider-nebius","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T08:28:43+00:00","first_seen_at":"2026-06-10T07:01:03.342868+00:00","date_source":"source"},{"id":"66bfc31f-f1a8-4253-bbcd-a995a1474fbf","url":"https://onlylabs.fyi/signals/66bfc31f-f1a8-4253-bbcd-a995a1474fbf","source_url":"https://github.com/nebius/nebius-solutions-library/releases/tag/main-v2026-06-08","title":"nebius/nebius-solutions-library main-v2026-06-08","context":"nebius/nebius-solutions-library","kind":{"key":"release","label":"Release"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-08T10:43:03+00:00","first_seen_at":"2026-06-09T07:00:38.935375+00:00","date_source":"source"}]}