{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sf-samples","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/78974749-6067-4cd0-b4cf-2601db7c87dc","json_url":"https://onlylabs.fyi/signals/78974749-6067-4cd0-b4cf-2601db7c87dc/signal.json","generated_at":"2026-06-11T04:07:06.204441+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/78974749-6067-4cd0-b4cf-2601db7c87dc","signal_json":"https://onlylabs.fyi/signals/78974749-6067-4cd0-b4cf-2601db7c87dc/signal.json","source":"https://github.com/Snowflake-Labs/sf-samples","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/sf-samples. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sf-samples · Snowflake-Labs/sf-samples Description: Sample files, code snippets and downloads for Snowflake labs and tutorials. License: Apache-2.0 Stars: 273 Forks: 314 Open issues:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/sf-samples","source_host":"github.com","occurred_at":"2021-08-04T15:04:56+00:00","first_seen_at":"2026-06-06T01:50:06.05122+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/sf-samples","source":"source"},{"label":"Stars","value":"273","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/sf-samples"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:06.204441+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/78974749-6067-4cd0-b4cf-2601db7c87dc/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":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/78974749-6067-4cd0-b4cf-2601db7c87dc/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/sf-samples","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":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 Snowflake (Arctic)'s repo signal \"Snowflake-Labs/sf-samples\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sf-samples","text":"Snowflake (Arctic) published repo Snowflake-Labs/sf-samples."},{"subject":"Snowflake-Labs/sf-samples","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sf-samples is classified as repo signal."},{"subject":"Snowflake-Labs/sf-samples","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sf-samples belongs to repos desk."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sf-samples has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/sf-samples has captured page count 1."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/sf-samples has readable page count 1."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/sf-samples has related signal count 6."},{"subject":"Snowflake-Labs/sf-samples","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":"Snowflake-Labs/sf-samples 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":"Snowflake-Labs/sf-samples","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sf-samples has source host github.com."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/sf-samples has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/sf-samples has signal desk repos."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sf-samples has source host github.com."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has repository","object":"Snowflake-Labs/sf-samples","text":"Snowflake-Labs/sf-samples has repository Snowflake-Labs/sf-samples."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has stars","object":"273","text":"Snowflake-Labs/sf-samples has stars 273."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has watch term","object":"Data pipeline","text":"Snowflake-Labs/sf-samples has watch term Data pipeline."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has watch term","object":"Infrastructure","text":"Snowflake-Labs/sf-samples has watch term Infrastructure."},{"subject":"Snowflake-Labs/sf-samples","predicate":"has watch term","object":"Agents and tool use","text":"Snowflake-Labs/sf-samples has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/sf-samples. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sf-samples · Snowflake-Labs/sf-samples Description: Sample files, code snippets and downloads for Snowflake labs and tutorials. 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License: Apache-2.0 Stars: 273 Forks: 314 Open issues: 46 Created: 2021-08-04T15:04:56Z Pushed: 2026-06-10T01:04:14Z Default branch: main Fork: no Archived: no README: Snowflake Samples Working examples for every corner of the Snowflake platform — SQL snippets, Python apps, full-stack demos, quickstart companions, dbt projects, Native Apps, Cortex agents, and everything in between. Built by the community, maintained in the open. **55+ samples** across AI, data engineering, Snowpark, Streamlit, Iceberg, ML, SPCS, geospatial, and more. Each one lives in its own directory under [`samples/`](samples/) with a README explaining how to run it. > Many of these samples are companion code for [quickstarts](https://quickstarts.snowflake.com), blog posts, and conference talks. Looking for something specific? Some product areas have their own dedicated repos with more focused, maintained collections: | If you're looking for... | Go here | |--------------------------|---------| | **Snowflake Notebooks** (demos, tutorials, data science) |..."},"evidence_pages":[{"url":"https://github.com/Snowflake-Labs/sf-samples","final_url":"https://github.com/Snowflake-Labs/sf-samples","title":"Snowflake-Labs/sf-samples repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:06.204441+00:00","bytes":19609,"raw_path":"a86346588ce57f4c9fe8aa0f3e1d7af222f6357fbff092d3085271cf3832dcda.json","content_hash":"7ce497ea8b7dcd7c99579d40fb361dabf7c856cbbd8206896e095f8b34a3e815","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sf-samples Description: Sample files, code snippets and downloads for Snowflake labs and tutorials. 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