{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Release: Snowflake-Labs/spcs-templates v0.0.2","description":"Snowflake (Arctic) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67","json_url":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67/signal.json","generated_at":"2026-06-11T03:37:18.903378+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/abc47fb5-ff70-4369-a85f-9a43c73a7d67","signal_json":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67/signal.json","source":"https://github.com/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","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/spcs-templates v0.0.2 (Snowflake-Labs/spcs-templates). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release of templates, low impact. · spcsclusterctl - v0.0.2 Repository: Snowflake-Labs/spcs-templates Tag: v0.0.2 Published: 2025-09-02T19:20:35Z Prerelease: no Release notes: none published.. onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","source_host":"github.com","occurred_at":"2025-09-02T19:20:35+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source","context":"Snowflake-Labs/spcs-templates"},"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/spcs-templates","source":"source"},{"label":"Release","value":"spcsclusterctl - v0.0.2","source":"source"},{"label":"Notability","value":"Routine minor release of templates, low impact.","source":"signal"},{"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/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:18.903378+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67/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/abc47fb5-ff70-4369-a85f-9a43c73a7d67/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","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":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 Snowflake (Arctic)'s release signal \"Snowflake-Labs/spcs-templates v0.0.2\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/spcs-templates v0.0.2","text":"Snowflake (Arctic) released Snowflake-Labs/spcs-templates v0.0.2."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/spcs-templates v0.0.2 is classified as release signal."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/spcs-templates v0.0.2 belongs to releases desk."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has context","object":"Snowflake-Labs/spcs-templates","text":"Snowflake-Labs/spcs-templates v0.0.2 has context Snowflake-Labs/spcs-templates."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/spcs-templates v0.0.2 has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/spcs-templates v0.0.2 has captured page count 1."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/spcs-templates v0.0.2 has readable page count 1."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/spcs-templates v0.0.2 has related signal count 6."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","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/spcs-templates v0.0.2 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/spcs-templates v0.0.2","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/spcs-templates v0.0.2 has source host github.com."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/spcs-templates v0.0.2 has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has signal desk","object":"releases","text":"Snowflake-Labs/spcs-templates v0.0.2 has signal desk releases."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/spcs-templates v0.0.2 has source host github.com."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has repository","object":"Snowflake-Labs/spcs-templates","text":"Snowflake-Labs/spcs-templates v0.0.2 has repository Snowflake-Labs/spcs-templates."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has release","object":"spcsclusterctl - v0.0.2","text":"Snowflake-Labs/spcs-templates v0.0.2 has release spcsclusterctl - v0.0.2."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has notability","object":"Routine minor release of templates, low impact.","text":"Snowflake-Labs/spcs-templates v0.0.2 has notability Routine minor release of templates, low impact.."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has watch term","object":"Infrastructure","text":"Snowflake-Labs/spcs-templates v0.0.2 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Snowflake (Arctic) published Snowflake-Labs/spcs-templates v0.0.2 (Snowflake-Labs/spcs-templates). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release of templates, low impact. · spcsclusterctl - v0.0.2 Repository: Snowflake-Labs/spcs-templates Tag: v0.0.2 Published: 2025-09-02T19:20:35Z Prerelease: no Release notes: none published.. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"released","object":"Snowflake-Labs/spcs-templates v0.0.2","text":"Snowflake (Arctic) released Snowflake-Labs/spcs-templates v0.0.2."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"is classified as","object":"release signal","text":"Snowflake-Labs/spcs-templates v0.0.2 is classified as release signal."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"belongs to","object":"releases desk","text":"Snowflake-Labs/spcs-templates v0.0.2 belongs to releases desk."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has context","object":"Snowflake-Labs/spcs-templates","text":"Snowflake-Labs/spcs-templates v0.0.2 has context Snowflake-Labs/spcs-templates."},{"subject":"Snowflake-Labs/spcs-templates v0.0.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/spcs-templates v0.0.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"abc47fb5-ff70-4369-a85f-9a43c73a7d67","url":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67","json_url":"https://onlylabs.fyi/signals/abc47fb5-ff70-4369-a85f-9a43c73a7d67/signal.json","source_url":"https://github.com/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","title":"Snowflake-Labs/spcs-templates v0.0.2","summary":"Snowflake (Arctic) published release notes. onlylabs watches releases for what actually shipped.","context":"Snowflake-Labs/spcs-templates","kind":{"key":"release","label":"Release"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2025-09-02T19:20:35+00:00","first_seen_at":"2026-06-06T01:50:06.05122+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/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2"]},"facets":{"repo":"Snowflake-Labs/spcs-templates"},"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/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","final_url":"https://github.com/Snowflake-Labs/spcs-templates/releases/tag/v0.0.2","title":"Snowflake-Labs/spcs-templates v0.0.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:18.903378+00:00","bytes":10206,"raw_path":"4c9276f08e8f8c5ed8d3e733c40cb0cdfb42ebd3c014727217af94de2dad86c7.json","content_hash":"3e46b16e833d26ea1cae8fc02a9e19a920c842ce8e9ce30a3e4b150488620b01","excerpt_chars":1200,"truncated":false,"excerpt":"spcsclusterctl - 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