{"schema_version":"onlylabs.public_signal.v1","title":"Nebius Repo: nebius/slurm-exporter","description":"Nebius repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f","json_url":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f/signal.json","generated_at":"2026-06-11T04:10:06.595147+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/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f","signal_json":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f/signal.json","source":"https://github.com/nebius/slurm-exporter","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-exporter. 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-exporter · Routine new repo, tool for SLURM, no traction. 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-exporter","source_host":"github.com","occurred_at":"2025-08-13T12:58:11+00:00","first_seen_at":"2026-06-05T22:32:09.881762+00:00","date_source":"source","context":null},"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-exporter","source":"source"},{"label":"Notability","value":"Routine new repo, tool for SLURM, no traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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-exporter"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:10:06.595147+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f/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/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f/signal.json","required":true},{"label":"source","url":"https://github.com/nebius/slurm-exporter","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-exporter\" for neocloud strategy."},"semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/slurm-exporter","text":"Nebius published repo nebius/slurm-exporter."},{"subject":"nebius/slurm-exporter","predicate":"is classified as","object":"repo signal","text":"nebius/slurm-exporter is classified as repo signal."},{"subject":"nebius/slurm-exporter","predicate":"belongs to","object":"repos desk","text":"nebius/slurm-exporter belongs to repos desk."},{"subject":"nebius/slurm-exporter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-exporter has evidence coverage 1 captured evidence page."},{"subject":"nebius/slurm-exporter","predicate":"has captured page count","object":"1","text":"nebius/slurm-exporter has captured page count 1."},{"subject":"nebius/slurm-exporter","predicate":"has readable page count","object":"1","text":"nebius/slurm-exporter has readable page count 1."},{"subject":"nebius/slurm-exporter","predicate":"has related signal count","object":"6","text":"nebius/slurm-exporter has related signal count 6."},{"subject":"nebius/slurm-exporter","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-exporter 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-exporter","predicate":"has source host","object":"github.com","text":"nebius/slurm-exporter has source host github.com."},{"subject":"nebius/slurm-exporter","predicate":"has lab","object":"Nebius","text":"nebius/slurm-exporter has lab Nebius."},{"subject":"nebius/slurm-exporter","predicate":"has signal desk","object":"repos","text":"nebius/slurm-exporter has signal desk repos."},{"subject":"nebius/slurm-exporter","predicate":"has source host","object":"github.com","text":"nebius/slurm-exporter has source host github.com."},{"subject":"nebius/slurm-exporter","predicate":"has repository","object":"nebius/slurm-exporter","text":"nebius/slurm-exporter has repository nebius/slurm-exporter."},{"subject":"nebius/slurm-exporter","predicate":"has notability","object":"Routine new repo, tool for SLURM, no traction","text":"nebius/slurm-exporter has notability Routine new repo, tool for SLURM, no traction."},{"subject":"nebius/slurm-exporter","predicate":"has watch term","object":"Eval methodology","text":"nebius/slurm-exporter has watch term Eval methodology."},{"subject":"nebius/slurm-exporter","predicate":"has watch term","object":"Data pipeline","text":"nebius/slurm-exporter has watch term Data pipeline."},{"subject":"nebius/slurm-exporter","predicate":"has watch term","object":"Infrastructure","text":"nebius/slurm-exporter has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Nebius published nebius/slurm-exporter. 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-exporter · Routine new repo, tool for SLURM, no traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Nebius","predicate":"published repo","object":"nebius/slurm-exporter","text":"Nebius published repo nebius/slurm-exporter."},{"subject":"nebius/slurm-exporter","predicate":"is classified as","object":"repo signal","text":"nebius/slurm-exporter is classified as repo signal."},{"subject":"nebius/slurm-exporter","predicate":"belongs to","object":"repos desk","text":"nebius/slurm-exporter belongs to repos desk."},{"subject":"nebius/slurm-exporter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"nebius/slurm-exporter has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f","url":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f","json_url":"https://onlylabs.fyi/signals/ec10a50a-e530-4ac1-ab8b-7c2f71ef4e4f/signal.json","source_url":"https://github.com/nebius/slurm-exporter","title":"nebius/slurm-exporter","summary":"Nebius published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nebius","name":"Nebius","category":"neocloud"},"occurred_at":"2025-08-13T12:58:11+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-exporter"]},"facets":{"repo":"nebius/slurm-exporter"},"traction":{"github_stars":0,"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-exporter","final_url":"https://github.com/nebius/slurm-exporter","title":"nebius/slurm-exporter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:06.595147+00:00","bytes":17312,"raw_path":"77e76c865949fcb0ce8b2358c5ddf3414c4178d4271823ca3809643f8f586a13.json","content_hash":"414a3dbd0cbfac7778d703f208741921f93a93ba4db1d00a697a88844a0498cd","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/slurm-exporter License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-08-13T12:58:11Z Pushed: 2025-09-15T10:17:02Z Default branch: main Fork: no Archived: no README: SLURM Exporter Overview The SLURM Exporter is a component of Soperator that collects metrics from SLURM clusters and exports them in Prometheus format. It provides comprehensive monitoring capabilities for SLURM cluster health, job status, node states, and controller performance metrics. The exporter integrates seamlessly with the Prometheus monitoring stack and enables observability for SLURM workloads running on Kubernetes through Soperator. Key Features - **Asynchronous metrics collection** with configurable intervals (default: 30s) - **Real-time monitoring** of SLURM nodes, jobs, and controller performance - **Prometheus-native metrics** with standardized naming conventions - **Rich labeling** for detailed filtering and aggregation - **Controller RPC diagnostics** similar to SLURM's `sdiag` command - **Kubernetes-native deployment** as part of Soperator Configuration The SLURM Exporter can be configured using either command-line flags or environment variables. Environment variables take..."},"evidence_pages":[{"url":"https://github.com/nebius/slurm-exporter","final_url":"https://github.com/nebius/slurm-exporter","title":"nebius/slurm-exporter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:06.595147+00:00","bytes":17312,"raw_path":"77e76c865949fcb0ce8b2358c5ddf3414c4178d4271823ca3809643f8f586a13.json","content_hash":"414a3dbd0cbfac7778d703f208741921f93a93ba4db1d00a697a88844a0498cd","excerpt_chars":1200,"truncated":true,"excerpt":"nebius/slurm-exporter License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-08-13T12:58:11Z Pushed: 2025-09-15T10:17:02Z Default branch: main Fork: no Archived: no README: SLURM Exporter Overview The SLURM Exporter is a component of Soperator that collects metrics from SLURM clusters and exports them in Prometheus format. It provides comprehensive monitoring capabilities for SLURM cluster health, job status, node states, and controller performance metrics. The exporter integrates seamlessly with the Prometheus monitoring stack and enables observability for SLURM workloads running on Kubernetes through Soperator. Key Features - **Asynchronous metrics collection** with configurable intervals (default: 30s) - **Real-time monitoring** of SLURM nodes, jobs, and controller performance - **Prometheus-native metrics** with standardized naming conventions - **Rich labeling** for detailed filtering and aggregation - **Controller RPC diagnostics** similar to SLURM's `sdiag` command - **Kubernetes-native deployment** as part of Soperator Configuration The SLURM Exporter can be configured using either command-line flags or environment variables. Environment variables take..."}],"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"}]}