{"schema_version":"onlylabs.public_signal.v1","title":"Groq Fork: groq/dbt_artifacts","description":"Groq fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3","json_url":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3/signal.json","generated_at":"2026-06-11T02:54:10.651331+00:00","org":{"slug":"groq","name":"Groq","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/groq","dossier_json_url":"https://onlylabs.fyi/labs/groq/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3","signal_json":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3/signal.json","source":"https://github.com/groq/dbt_artifacts","lab_dossier":"https://onlylabs.fyi/labs/groq","lab_dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis":"https://onlylabs.fyi/analysis/groq","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/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":"Groq forked groq/dbt_artifacts (forked from brooklyn-data/dbt_artifacts). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo groq/dbt_artifacts · parent brooklyn-data/dbt_artifacts · Routine fork, low traction.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/groq/dbt_artifacts","source_host":"github.com","occurred_at":"2025-06-04T01:06:06+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source","context":"forked from brooklyn-data/dbt_artifacts"},"context_markers":[{"label":"Lab","value":"Groq","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"groq/dbt_artifacts","source":"source"},{"label":"Parent","value":"brooklyn-data/dbt_artifacts","source":"source"},{"label":"Notability","value":"Routine fork, low traction.","source":"signal"},{"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/groq/dbt_artifacts"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:10.651331+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3/signal.json","dossier_json":"https://onlylabs.fyi/labs/groq/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/groq/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/groq/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/555c7c26-090c-4fff-9cb1-85d48ef930b3/signal.json","required":true},{"label":"source","url":"https://github.com/groq/dbt_artifacts","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/groq/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/groq/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 Groq's fork signal \"groq/dbt_artifacts\" for neocloud strategy."},"semantic_triples":[{"subject":"Groq","predicate":"forked","object":"groq/dbt_artifacts","text":"Groq forked groq/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"is classified as","object":"fork signal","text":"groq/dbt_artifacts is classified as fork signal."},{"subject":"groq/dbt_artifacts","predicate":"belongs to","object":"forks desk","text":"groq/dbt_artifacts belongs to forks desk."},{"subject":"groq/dbt_artifacts","predicate":"has context","object":"forked from brooklyn-data/dbt_artifacts","text":"groq/dbt_artifacts has context forked from brooklyn-data/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/dbt_artifacts has evidence coverage 1 captured evidence page."},{"subject":"groq/dbt_artifacts","predicate":"has captured page count","object":"1","text":"groq/dbt_artifacts has captured page count 1."},{"subject":"groq/dbt_artifacts","predicate":"has readable page count","object":"1","text":"groq/dbt_artifacts has readable page count 1."},{"subject":"groq/dbt_artifacts","predicate":"has related signal count","object":"6","text":"groq/dbt_artifacts has related signal count 6."},{"subject":"groq/dbt_artifacts","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":"groq/dbt_artifacts 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":"groq/dbt_artifacts","predicate":"has source host","object":"github.com","text":"groq/dbt_artifacts has source host github.com."},{"subject":"groq/dbt_artifacts","predicate":"has lab","object":"Groq","text":"groq/dbt_artifacts has lab Groq."},{"subject":"groq/dbt_artifacts","predicate":"has signal desk","object":"forks","text":"groq/dbt_artifacts has signal desk forks."},{"subject":"groq/dbt_artifacts","predicate":"has source host","object":"github.com","text":"groq/dbt_artifacts has source host github.com."},{"subject":"groq/dbt_artifacts","predicate":"has repository","object":"groq/dbt_artifacts","text":"groq/dbt_artifacts has repository groq/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"has parent","object":"brooklyn-data/dbt_artifacts","text":"groq/dbt_artifacts has parent brooklyn-data/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"has notability","object":"Routine fork, low traction.","text":"groq/dbt_artifacts has notability Routine fork, low traction.."},{"subject":"groq/dbt_artifacts","predicate":"has watch term","object":"Agents and tool use","text":"groq/dbt_artifacts has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"Groq forked groq/dbt_artifacts (forked from brooklyn-data/dbt_artifacts). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo groq/dbt_artifacts · parent brooklyn-data/dbt_artifacts · Routine fork, low traction.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Groq","predicate":"forked","object":"groq/dbt_artifacts","text":"Groq forked groq/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"is classified as","object":"fork signal","text":"groq/dbt_artifacts is classified as fork signal."},{"subject":"groq/dbt_artifacts","predicate":"belongs to","object":"forks desk","text":"groq/dbt_artifacts belongs to forks desk."},{"subject":"groq/dbt_artifacts","predicate":"has context","object":"forked from brooklyn-data/dbt_artifacts","text":"groq/dbt_artifacts has context forked from brooklyn-data/dbt_artifacts."},{"subject":"groq/dbt_artifacts","predicate":"has evidence coverage","object":"1 captured evidence page","text":"groq/dbt_artifacts has evidence coverage 1 captured evidence page."}]},"signal":{"id":"555c7c26-090c-4fff-9cb1-85d48ef930b3","url":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3","json_url":"https://onlylabs.fyi/signals/555c7c26-090c-4fff-9cb1-85d48ef930b3/signal.json","source_url":"https://github.com/groq/dbt_artifacts","title":"groq/dbt_artifacts","summary":"Groq forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from brooklyn-data/dbt_artifacts","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-06-04T01:06:06+00:00","first_seen_at":"2026-06-05T22:32:07.605043+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/groq/dbt_artifacts"]},"facets":{"repo":"groq/dbt_artifacts","parent":"brooklyn-data/dbt_artifacts"},"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/groq/dbt_artifacts","final_url":"https://github.com/groq/dbt_artifacts","title":"groq/dbt_artifacts repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:10.651331+00:00","bytes":29617,"raw_path":"f40d1121e2a96a5fc3ce9b8d952ec8aa6aad51cd4d74073bdaf5a32b012a71d1.json","content_hash":"5b1750637adb393164b9ba8bd34022c673dd600ab55f8dd16dc408cf3369d3a6","excerpt_chars":1200,"truncated":true,"excerpt":"groq/dbt_artifacts Language: Shell License: Apache-2.0 Stars: 0 Forks: 2 Open issues: 0 Created: 2025-06-04T01:06:06Z Pushed: 2025-06-05T18:00:38Z Default branch: main Fork: yes Parent repository: brooklyn-data/dbt_artifacts Archived: no README: dbt Artifacts Package This package builds a mart of tables and views describing the project it is installed in. In pre V1 versions of the package, the artifacts dbt produces were uploaded to the warehouse, hence the name of the package. That's no longer the case, but the name has stuck! [![Main branch test package](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_test_package.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_test_package.yml) [![Main branch lint package](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_lint_package.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_lint_package.yml) [![Documentation](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/publish_docs_on_release.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/publish_docs_on_release.yml) Contributing..."},"evidence_pages":[{"url":"https://github.com/groq/dbt_artifacts","final_url":"https://github.com/groq/dbt_artifacts","title":"groq/dbt_artifacts repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:10.651331+00:00","bytes":29617,"raw_path":"f40d1121e2a96a5fc3ce9b8d952ec8aa6aad51cd4d74073bdaf5a32b012a71d1.json","content_hash":"5b1750637adb393164b9ba8bd34022c673dd600ab55f8dd16dc408cf3369d3a6","excerpt_chars":1200,"truncated":true,"excerpt":"groq/dbt_artifacts Language: Shell License: Apache-2.0 Stars: 0 Forks: 2 Open issues: 0 Created: 2025-06-04T01:06:06Z Pushed: 2025-06-05T18:00:38Z Default branch: main Fork: yes Parent repository: brooklyn-data/dbt_artifacts Archived: no README: dbt Artifacts Package This package builds a mart of tables and views describing the project it is installed in. In pre V1 versions of the package, the artifacts dbt produces were uploaded to the warehouse, hence the name of the package. That's no longer the case, but the name has stuck! [![Main branch test package](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_test_package.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_test_package.yml) [![Main branch lint package](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_lint_package.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/main_lint_package.yml) [![Documentation](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/publish_docs_on_release.yml/badge.svg)](https://github.com/brooklyn-data/dbt_artifacts/actions/workflows/publish_docs_on_release.yml) Contributing..."}],"related_signals":[{"id":"030dacbc-2dfb-4aed-8289-ce67e63e4a73","url":"https://onlylabs.fyi/signals/030dacbc-2dfb-4aed-8289-ce67e63e4a73","source_url":"https://github.com/groq/opentelemetry-collector-contrib","title":"groq/opentelemetry-collector-contrib","context":"forked from open-telemetry/opentelemetry-collector-contrib","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-08-13T16:50:52+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"e86ab1e8-9d3d-43bf-81f7-3321fb5a5131","url":"https://onlylabs.fyi/signals/e86ab1e8-9d3d-43bf-81f7-3321fb5a5131","source_url":"https://github.com/groq/harbor","title":"groq/harbor","context":"forked from goharbor/harbor","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-07-04T14:54:18+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"5f2d22d0-b3ab-4110-857a-578dec7c81c4","url":"https://onlylabs.fyi/signals/5f2d22d0-b3ab-4110-857a-578dec7c81c4","source_url":"https://github.com/groq/pint","title":"groq/pint","context":"forked from cloudflare/pint","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-05-12T17:35:39+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"efb66b85-fb27-4d83-b4f5-17b024687b86","url":"https://onlylabs.fyi/signals/efb66b85-fb27-4d83-b4f5-17b024687b86","source_url":"https://github.com/groq/snmp_exporter","title":"groq/snmp_exporter","context":"forked from prometheus/snmp_exporter","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-03-03T22:28:17+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"62b14c37-71df-470a-aea8-056732e3a251","url":"https://onlylabs.fyi/signals/62b14c37-71df-470a-aea8-056732e3a251","source_url":"https://github.com/groq/tree-sitter-nix","title":"groq/tree-sitter-nix","context":"forked from nix-community/tree-sitter-nix","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-02-20T02:13:15+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"},{"id":"c54f12f0-5251-47d8-8d33-fcccce7f1927","url":"https://onlylabs.fyi/signals/c54f12f0-5251-47d8-8d33-fcccce7f1927","source_url":"https://github.com/groq/sloth","title":"groq/sloth","context":"forked from slok/sloth","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"groq","name":"Groq","category":"neocloud"},"occurred_at":"2025-02-03T22:55:11+00:00","first_seen_at":"2026-06-05T22:32:07.605043+00:00","date_source":"source"}]}