{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Repo: nebius/slurm-deb-packages","description":"Nebius repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca","json_url":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca/signal.json","generated_at":"2026-06-11T04:10:10.869264+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/7725f455-b901-4dec-9e22-5301f32248ca","signal_json":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca/signal.json","source":"https://github.com/nebius/slurm-deb-packages","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Nebius published nebius/slurm-deb-packages (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/slurm-deb-packages · language Dockerfile. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/nebius/slurm-deb-packages","source_host":"github.com","occurred_at":"2024-06-04T13:43:41+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":"Dockerfile"},"context_markers":[{"label":"Lab","value":"Nebius","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"nebius/slurm-deb-packages","source":"source"},{"label":"Language","value":"Dockerfile","source":"source"},{"label":"Stars","value":"16","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/nebius/slurm-deb-packages"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:10.869264+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into 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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/slurm-deb-packages","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":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 Nebius's repo signal \"nebius/slurm-deb-packages\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/slurm-deb-packages","text":"Nebius published repo nebius/slurm-deb-packages."},{"subject":"nebius/slurm-deb-packages","predicate":"is classified as","object":"repo signal","text":"nebius/slurm-deb-packages is classified as repo signal."},{"subject":"nebius/slurm-deb-packages","predicate":"belongs to","object":"repos desk","text":"nebius/slurm-deb-packages belongs to repos desk."},{"subject":"nebius/slurm-deb-packages","predicate":"has context","object":"Dockerfile","text":"nebius/slurm-deb-packages has context Dockerfile."},{"subject":"nebius/slurm-deb-packages","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-deb-packages has evidence coverage 1 captured evidence page."},{"subject":"nebius/slurm-deb-packages","predicate":"has captured page count","object":"1","text":"nebius/slurm-deb-packages has captured page count 1."},{"subject":"nebius/slurm-deb-packages","predicate":"has readable page count","object":"1","text":"nebius/slurm-deb-packages has readable page count 1."},{"subject":"nebius/slurm-deb-packages","predicate":"has related signal count","object":"6","text":"nebius/slurm-deb-packages has related signal count 6."},{"subject":"nebius/slurm-deb-packages","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"nebius/slurm-deb-packages has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"nebius/slurm-deb-packages","predicate":"has source host","object":"github.com","text":"nebius/slurm-deb-packages has source host github.com."},{"subject":"nebius/slurm-deb-packages","predicate":"has lab","object":"Nebius","text":"nebius/slurm-deb-packages has lab Nebius."},{"subject":"nebius/slurm-deb-packages","predicate":"has signal desk","object":"repos","text":"nebius/slurm-deb-packages has signal desk repos."},{"subject":"nebius/slurm-deb-packages","predicate":"has source host","object":"github.com","text":"nebius/slurm-deb-packages has source host github.com."},{"subject":"nebius/slurm-deb-packages","predicate":"has repository","object":"nebius/slurm-deb-packages","text":"nebius/slurm-deb-packages has repository nebius/slurm-deb-packages."},{"subject":"nebius/slurm-deb-packages","predicate":"has language","object":"Dockerfile","text":"nebius/slurm-deb-packages has language Dockerfile."},{"subject":"nebius/slurm-deb-packages","predicate":"has stars","object":"16","text":"nebius/slurm-deb-packages has stars 16."},{"subject":"nebius/slurm-deb-packages","predicate":"has watch term","object":"Eval methodology","text":"nebius/slurm-deb-packages has watch term Eval methodology."},{"subject":"nebius/slurm-deb-packages","predicate":"has watch term","object":"Infrastructure","text":"nebius/slurm-deb-packages has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Nebius published nebius/slurm-deb-packages (Dockerfile). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo nebius/slurm-deb-packages · language Dockerfile. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/slurm-deb-packages","text":"Nebius published repo nebius/slurm-deb-packages."},{"subject":"nebius/slurm-deb-packages","predicate":"is classified as","object":"repo signal","text":"nebius/slurm-deb-packages is classified as repo signal."},{"subject":"nebius/slurm-deb-packages","predicate":"belongs to","object":"repos desk","text":"nebius/slurm-deb-packages belongs to repos desk."},{"subject":"nebius/slurm-deb-packages","predicate":"has context","object":"Dockerfile","text":"nebius/slurm-deb-packages has context Dockerfile."},{"subject":"nebius/slurm-deb-packages","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-deb-packages has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7725f455-b901-4dec-9e22-5301f32248ca","url":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca","json_url":"https://onlylabs.fyi/signals/7725f455-b901-4dec-9e22-5301f32248ca/signal.json","source_url":"https://github.com/nebius/slurm-deb-packages","title":"nebius/slurm-deb-packages","summary":"Nebius 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":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2024-06-04T13:43:41+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-deb-packages"]},"facets":{"repo":"nebius/slurm-deb-packages","language":"Dockerfile"},"traction":{"github_stars":16,"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-deb-packages","final_url":"https://github.com/nebius/slurm-deb-packages","title":"nebius/slurm-deb-packages repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:10.869264+00:00","bytes":9874,"raw_path":"c97edb49d0229b0dda90936ca21576294c313c801ba035170fb4122cbb23d841.json","content_hash":"3670a497505322bc84f825a82f1d6c54dc1dd7b495280766a3129f3da13d64c9","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/slurm-deb-packages Description: Slurm debian packages Language: Dockerfile License: Apache-2.0 Stars: 16 Forks: 9 Open issues: 1 Created: 2024-06-04T13:43:41Z Pushed: 2026-06-04T09:17:25Z Default branch: main Fork: no Archived: no README: Slurm Debian Package Builder This repository automates the process of building Debian packages for [Slurm](https://www.schedmd.com/slurm/why-slurm/) and [NVIDIA NCCL](https://github.com/NVIDIA/nccl). It also builds binary files for running [NCCL tests](https://github.com/NVIDIA/nccl-tests). Slurm is built using default options, with support for some additional libraries, such as [OpenPMIx (v5)](https://github.com/openpmix/openpmix). Overview Slurm is a highly scalable cluster management and job scheduling system for Linux clusters. To facilitate its installation and integration into Debian-based systems, this repository provides automated scripts to build `.deb` packages for Slurm and some of its key dependencies, including OpenPMIx and NCCL. Additionally, binary files for running NCCL tests are built to verify and benchmark the performance of the NCCL library in various configurations. Installing packages from the Nebius public repository..."},"evidence_pages":[{"url":"https://github.com/nebius/slurm-deb-packages","final_url":"https://github.com/nebius/slurm-deb-packages","title":"nebius/slurm-deb-packages repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:10.869264+00:00","bytes":9874,"raw_path":"c97edb49d0229b0dda90936ca21576294c313c801ba035170fb4122cbb23d841.json","content_hash":"3670a497505322bc84f825a82f1d6c54dc1dd7b495280766a3129f3da13d64c9","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/slurm-deb-packages Description: Slurm debian packages Language: Dockerfile License: Apache-2.0 Stars: 16 Forks: 9 Open issues: 1 Created: 2024-06-04T13:43:41Z Pushed: 2026-06-04T09:17:25Z Default branch: main Fork: no Archived: no README: Slurm Debian Package Builder This repository automates the process of building Debian packages for [Slurm](https://www.schedmd.com/slurm/why-slurm/) and [NVIDIA NCCL](https://github.com/NVIDIA/nccl). It also builds binary files for running [NCCL tests](https://github.com/NVIDIA/nccl-tests). Slurm is built using default options, with support for some additional libraries, such as [OpenPMIx (v5)](https://github.com/openpmix/openpmix). Overview Slurm is a highly scalable cluster management and job scheduling system for Linux clusters. To facilitate its installation and integration into Debian-based systems, this repository provides automated scripts to build `.deb` packages for Slurm and some of its key dependencies, including OpenPMIx and NCCL. Additionally, binary files for running NCCL tests are built to verify and benchmark the performance of the NCCL library in various configurations. Installing packages from the Nebius public repository..."}],"related_signals":[{"id":"827d4150-eb7c-45e7-9d0c-e32c2f8cedfb","url":"https://onlylabs.fyi/signals/827d4150-eb7c-45e7-9d0c-e32c2f8cedfb","source_url":"https://github.com/nebius/nebius-partner-cookbook","title":"nebius/nebius-partner-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-06-09T15:34:05+00:00","first_seen_at":"2026-06-11T07:00:50.9341+00:00","date_source":"source"},{"id":"bb3aaea8-d11f-4a82-9e97-5f4b81659cdb","url":"https://onlylabs.fyi/signals/bb3aaea8-d11f-4a82-9e97-5f4b81659cdb","source_url":"https://github.com/nebius/serverless-ai-cookbook","title":"nebius/serverless-ai-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-04-16T10:10:51+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"49bd2c6b-f298-4b2b-8d0d-a584e7fab75e","url":"https://onlylabs.fyi/signals/49bd2c6b-f298-4b2b-8d0d-a584e7fab75e","source_url":"https://github.com/nebius/nebius-physical-ai","title":"nebius/nebius-physical-ai","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-04-07T16:04:02+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"ad5e0b3d-0b56-44da-8158-e3252eb37480","url":"https://onlylabs.fyi/signals/ad5e0b3d-0b56-44da-8158-e3252eb37480","source_url":"https://github.com/nebius/terraform-provider-nebius","title":"nebius/terraform-provider-nebius","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-03-24T14:56:20+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"3ef467b7-124a-4a29-a4e5-c36beffa5f4b","url":"https://onlylabs.fyi/signals/3ef467b7-124a-4a29-a4e5-c36beffa5f4b","source_url":"https://github.com/nebius/contree-cli","title":"nebius/contree-cli","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-03-13T14:47:42+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"},{"id":"ace3029b-afb2-4b63-99ab-34603989dce4","url":"https://onlylabs.fyi/signals/ace3029b-afb2-4b63-99ab-34603989dce4","source_url":"https://github.com/nebius/packer-plugin-nebius","title":"nebius/packer-plugin-nebius","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2026-02-13T15:45:48+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source"}]}