{"schema_version":"onlylabs.public_signal.v1","title":"Parasail Fork: parasail-ai/kueue","description":"Parasail fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b","json_url":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b/signal.json","generated_at":"2026-07-26T18:51:54.355Z","evidence_latest_fetched_at":"2026-07-03T07:01:29.614906+00:00","signal_first_seen_at":"2026-07-03T07:00:55.577862+00:00","org":{"slug":"parasail","name":"Parasail","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/parasail","dossier_json_url":"https://onlylabs.fyi/labs/parasail/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b","signal_json":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b/signal.json","source":"https://github.com/parasail-ai/kueue","lab_dossier":"https://onlylabs.fyi/labs/parasail","lab_dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis":"https://onlylabs.fyi/analysis/parasail","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Parasail forked parasail-ai/kueue (forked from kubernetes-sigs/kueue). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo parasail-ai/kueue · parent kubernetes-sigs/kueue · Routine repo fork, minimal notability.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/parasail-ai/kueue","source_host":"github.com","occurred_at":"2026-07-02T21:14:16+00:00","first_seen_at":"2026-07-03T07:00:55.577862+00:00","date_source":"source","context":"forked from kubernetes-sigs/kueue"},"context_markers":[{"label":"Lab","value":"Parasail","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"parasail-ai/kueue","source":"source"},{"label":"Parent","value":"kubernetes-sigs/kueue","source":"source"},{"label":"Notability","value":"Routine repo fork, minimal notability.","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/parasail-ai/kueue"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-03T07:01:29.614906+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b/signal.json","dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/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 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/9f16bd4e-492b-4129-a3aa-51f2cbf9431b/signal.json","required":true},{"label":"source","url":"https://github.com/parasail-ai/kueue","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/parasail/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/parasail/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/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 Parasail's fork signal \"parasail-ai/kueue\" for neocloud strategy."},"semantic_triples":[{"subject":"Parasail","predicate":"forked","object":"parasail-ai/kueue","text":"Parasail forked parasail-ai/kueue."},{"subject":"parasail-ai/kueue","predicate":"is classified as","object":"fork signal","text":"parasail-ai/kueue is classified as fork signal."},{"subject":"parasail-ai/kueue","predicate":"belongs to","object":"forks desk","text":"parasail-ai/kueue belongs to forks desk."},{"subject":"parasail-ai/kueue","predicate":"has context","object":"forked from kubernetes-sigs/kueue","text":"parasail-ai/kueue has context forked from kubernetes-sigs/kueue."},{"subject":"parasail-ai/kueue","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/kueue has evidence coverage 1 captured evidence page."},{"subject":"parasail-ai/kueue","predicate":"has captured page count","object":"1","text":"parasail-ai/kueue has captured page count 1."},{"subject":"parasail-ai/kueue","predicate":"has readable page count","object":"1","text":"parasail-ai/kueue has readable page count 1."},{"subject":"parasail-ai/kueue","predicate":"has related signal count","object":"6","text":"parasail-ai/kueue has related signal count 6."},{"subject":"parasail-ai/kueue","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":"parasail-ai/kueue 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":"parasail-ai/kueue","predicate":"has source host","object":"github.com","text":"parasail-ai/kueue has source host github.com."},{"subject":"parasail-ai/kueue","predicate":"has lab","object":"Parasail","text":"parasail-ai/kueue has lab Parasail."},{"subject":"parasail-ai/kueue","predicate":"has signal desk","object":"forks","text":"parasail-ai/kueue has signal desk forks."},{"subject":"parasail-ai/kueue","predicate":"has source host","object":"github.com","text":"parasail-ai/kueue has source host github.com."},{"subject":"parasail-ai/kueue","predicate":"has repository","object":"parasail-ai/kueue","text":"parasail-ai/kueue has repository parasail-ai/kueue."},{"subject":"parasail-ai/kueue","predicate":"has parent","object":"kubernetes-sigs/kueue","text":"parasail-ai/kueue has parent kubernetes-sigs/kueue."},{"subject":"parasail-ai/kueue","predicate":"has notability","object":"Routine repo fork, minimal notability.","text":"parasail-ai/kueue has notability Routine repo fork, minimal notability.."},{"subject":"parasail-ai/kueue","predicate":"has watch term","object":"Infrastructure","text":"parasail-ai/kueue has watch term Infrastructure."},{"subject":"parasail-ai/kueue","predicate":"has watch term","object":"Safety and alignment","text":"parasail-ai/kueue has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"forks","answer":"Parasail forked parasail-ai/kueue (forked from kubernetes-sigs/kueue). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo parasail-ai/kueue · parent kubernetes-sigs/kueue · Routine repo fork, minimal notability.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Parasail","predicate":"forked","object":"parasail-ai/kueue","text":"Parasail forked parasail-ai/kueue."},{"subject":"parasail-ai/kueue","predicate":"is classified as","object":"fork signal","text":"parasail-ai/kueue is classified as fork signal."},{"subject":"parasail-ai/kueue","predicate":"belongs to","object":"forks desk","text":"parasail-ai/kueue belongs to forks desk."},{"subject":"parasail-ai/kueue","predicate":"has context","object":"forked from kubernetes-sigs/kueue","text":"parasail-ai/kueue has context forked from kubernetes-sigs/kueue."},{"subject":"parasail-ai/kueue","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/kueue has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9f16bd4e-492b-4129-a3aa-51f2cbf9431b","url":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b","json_url":"https://onlylabs.fyi/signals/9f16bd4e-492b-4129-a3aa-51f2cbf9431b/signal.json","source_url":"https://github.com/parasail-ai/kueue","title":"parasail-ai/kueue","summary":"Parasail forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from kubernetes-sigs/kueue","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2026-07-02T21:14:16+00:00","first_seen_at":"2026-07-03T07:00:55.577862+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/parasail-ai/kueue"]},"facets":{"repo":"parasail-ai/kueue","parent":"kubernetes-sigs/kueue"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/parasail-ai/kueue","final_url":"https://github.com/parasail-ai/kueue","title":"parasail-ai/kueue repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-03T07:01:29.614906+00:00","bytes":33842,"raw_path":"e9ae8f8ae61262bd49ea54ebd0f524a5322d2d5d30a0725b8a29e2f1620507db.json","content_hash":"044d48587c43584001132a1a4ecbaa10ed24cb256c039fb11a65ef84bf151515","excerpt_chars":1200,"truncated":true,"excerpt":"parasail-ai/kueue Description: Kubernetes-native Job Queueing License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-07-02T21:14:16Z Pushed: 2026-07-02T18:38:19Z Default branch: main Fork: yes Parent repository: kubernetes-sigs/kueue Archived: no README: Kueue [![GoReport Widget]][GoReport Status] [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/kubernetes-sigs/kueue) [GoReport Widget]: https://goreportcard.com/badge/sigs.k8s.io/kueue [GoReport Status]: https://goreportcard.com/report/sigs.k8s.io/kueue Kueue is a set of APIs and controller for [job](https://kueue.sigs.k8s.io/docs/concepts/workload) [queueing](https://kueue.sigs.k8s.io/docs/concepts#queueing). It is a job-level manager that decides when a job should be [admitted](https://kueue.sigs.k8s.io/docs/concepts#admission) to start (as in pods can be created) and when it should stop (as in active pods should be deleted). Read the [overview](https://kueue.sigs.k8s.io/docs/overview/) and watch the Kueue-related [talks & presentations](https://kueue.sigs.k8s.io/community/talks_and_presentations/) to learn more. Features overview - **Job management:** Support job queueing based on..."},"evidence_pages":[],"related_signals":[{"id":"353e6340-bfb9-4a68-963a-f5f2cb602b5b","url":"https://onlylabs.fyi/signals/353e6340-bfb9-4a68-963a-f5f2cb602b5b","source_url":"https://github.com/parasail-ai/search-grounded-ai-pipeline","title":"parasail-ai/search-grounded-ai-pipeline","context":"forked from pc1438/search-grounded-ai-pipeline","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2026-07-21T00:06:32+00:00","first_seen_at":"2026-07-21T07:01:52.787258+00:00","date_source":"source"},{"id":"4ff2f971-902e-4367-b710-11924dd8bf3a","url":"https://onlylabs.fyi/signals/4ff2f971-902e-4367-b710-11924dd8bf3a","source_url":"https://github.com/parasail-ai/triton","title":"parasail-ai/triton","context":"forked from triton-lang/triton","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-12-19T00:22:00+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"34e21bbf-1f37-4fd7-a91e-2ab89de06910","url":"https://onlylabs.fyi/signals/34e21bbf-1f37-4fd7-a91e-2ab89de06910","source_url":"https://github.com/parasail-ai/mistral-common","title":"parasail-ai/mistral-common","context":"forked from mistralai/mistral-common","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-10-28T22:51:43+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"a962fe8e-ef28-4f58-874b-7fc1dd12491b","url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b","source_url":"https://github.com/parasail-ai/curator","title":"parasail-ai/curator","context":"forked from bespokelabsai/curator","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-05-07T17:46:19+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"6c6fbedb-8ac9-48cd-a5dc-ac8af966da76","url":"https://onlylabs.fyi/signals/6c6fbedb-8ac9-48cd-a5dc-ac8af966da76","source_url":"https://github.com/parasail-ai/traefik-forward-auth","title":"parasail-ai/traefik-forward-auth","context":"forked from thomseddon/traefik-forward-auth","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-03-05T19:25:21+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"73bba283-8baa-468c-8a14-dd073489dac9","url":"https://onlylabs.fyi/signals/73bba283-8baa-468c-8a14-dd073489dac9","source_url":"https://github.com/parasail-ai/VLMEvalKit","title":"parasail-ai/VLMEvalKit","context":"forked from open-compass/VLMEvalKit","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2024-12-29T22:26:39+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"}]}