{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Release: Snowflake-Labs/geff v0.3.2","description":"Snowflake (Arctic) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4","json_url":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4/signal.json","generated_at":"2026-06-27T05:01:25.911Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:43.607726+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4","signal_json":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4/signal.json","source":"https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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":"Snowflake (Arctic) published Snowflake-Labs/geff v0.3.2 (Snowflake-Labs/geff). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2","source_host":"github.com","occurred_at":"2025-11-20T17:39:02+00:00","first_seen_at":"2026-06-26T23:54:43.607726+00:00","date_source":"source","context":"Snowflake-Labs/geff"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/geff","source":"source"},{"label":"Release","value":"v0.3.2","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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/b9198196-6776-48d9-9281-d6154112dbe4/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/evidence.json","required":false},{"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 Snowflake (Arctic)'s release signal \"Snowflake-Labs/geff v0.3.2\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/geff v0.3.2","text":"Snowflake (Arctic) released Snowflake-Labs/geff v0.3.2."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/geff v0.3.2 is classified as release signal."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/geff v0.3.2 belongs to releases desk."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has context","object":"Snowflake-Labs/geff","text":"Snowflake-Labs/geff v0.3.2 has context Snowflake-Labs/geff."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"Snowflake-Labs/geff v0.3.2 has evidence coverage 0 captured evidence pages."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has captured page count","object":"0","text":"Snowflake-Labs/geff v0.3.2 has captured page count 0."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has readable page count","object":"0","text":"Snowflake-Labs/geff v0.3.2 has readable page count 0."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/geff v0.3.2 has related signal count 6."},{"subject":"Snowflake-Labs/geff v0.3.2","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":"Snowflake-Labs/geff v0.3.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/geff v0.3.2 has source host github.com."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/geff v0.3.2 has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has signal desk","object":"releases","text":"Snowflake-Labs/geff v0.3.2 has signal desk releases."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/geff v0.3.2 has source host github.com."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has repository","object":"Snowflake-Labs/geff","text":"Snowflake-Labs/geff v0.3.2 has repository Snowflake-Labs/geff."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has release","object":"v0.3.2","text":"Snowflake-Labs/geff v0.3.2 has release v0.3.2."}]},"intelligence":{"signal_desk":"releases","answer":"Snowflake (Arctic) published Snowflake-Labs/geff v0.3.2 (Snowflake-Labs/geff). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/geff v0.3.2","text":"Snowflake (Arctic) released Snowflake-Labs/geff v0.3.2."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/geff v0.3.2 is classified as release signal."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/geff v0.3.2 belongs to releases desk."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has context","object":"Snowflake-Labs/geff","text":"Snowflake-Labs/geff v0.3.2 has context Snowflake-Labs/geff."},{"subject":"Snowflake-Labs/geff v0.3.2","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"Snowflake-Labs/geff v0.3.2 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"b9198196-6776-48d9-9281-d6154112dbe4","url":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4","json_url":"https://onlylabs.fyi/signals/b9198196-6776-48d9-9281-d6154112dbe4/signal.json","source_url":"https://github.com/Snowflake-Labs/geff/releases/tag/v0.3.2","title":"Snowflake-Labs/geff v0.3.2","summary":"Snowflake (Arctic) published release notes. onlylabs watches releases for what actually shipped.","context":"Snowflake-Labs/geff","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake 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