{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Fork: databricks/jsqsh","description":"Databricks (DBRX) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d","json_url":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d/signal.json","generated_at":"2026-06-11T03:10:37.591114+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d","signal_json":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d/signal.json","source":"https://github.com/databricks/jsqsh","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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":"Databricks (DBRX) forked databricks/jsqsh (forked from scgray/jsqsh). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo databricks/jsqsh · parent scgray/jsqsh. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/databricks/jsqsh","source_host":"github.com","occurred_at":"2023-04-30T14:54:18+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source","context":"forked from scgray/jsqsh"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/jsqsh","source":"source"},{"label":"Parent","value":"scgray/jsqsh","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/databricks/jsqsh"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:10:37.591114+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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/14edaced-d980-4e07-ad3e-340084d2412d/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/jsqsh","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/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 Databricks (DBRX)'s fork signal \"databricks/jsqsh\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"forked","object":"databricks/jsqsh","text":"Databricks (DBRX) forked databricks/jsqsh."},{"subject":"databricks/jsqsh","predicate":"is classified as","object":"fork signal","text":"databricks/jsqsh is classified as fork signal."},{"subject":"databricks/jsqsh","predicate":"belongs to","object":"forks desk","text":"databricks/jsqsh belongs to forks desk."},{"subject":"databricks/jsqsh","predicate":"has context","object":"forked from scgray/jsqsh","text":"databricks/jsqsh has context forked from scgray/jsqsh."},{"subject":"databricks/jsqsh","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/jsqsh has evidence coverage 1 captured evidence page."},{"subject":"databricks/jsqsh","predicate":"has captured page count","object":"1","text":"databricks/jsqsh has captured page count 1."},{"subject":"databricks/jsqsh","predicate":"has readable page count","object":"1","text":"databricks/jsqsh has readable page count 1."},{"subject":"databricks/jsqsh","predicate":"has related signal count","object":"6","text":"databricks/jsqsh has related signal count 6."},{"subject":"databricks/jsqsh","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":"databricks/jsqsh 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":"databricks/jsqsh","predicate":"has source host","object":"github.com","text":"databricks/jsqsh has source host github.com."},{"subject":"databricks/jsqsh","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/jsqsh has lab Databricks (DBRX)."},{"subject":"databricks/jsqsh","predicate":"has signal desk","object":"forks","text":"databricks/jsqsh has signal desk forks."},{"subject":"databricks/jsqsh","predicate":"has source host","object":"github.com","text":"databricks/jsqsh has source host github.com."},{"subject":"databricks/jsqsh","predicate":"has repository","object":"databricks/jsqsh","text":"databricks/jsqsh has repository databricks/jsqsh."},{"subject":"databricks/jsqsh","predicate":"has parent","object":"scgray/jsqsh","text":"databricks/jsqsh has parent scgray/jsqsh."}]},"intelligence":{"signal_desk":"forks","answer":"Databricks (DBRX) forked databricks/jsqsh (forked from scgray/jsqsh). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo databricks/jsqsh · parent scgray/jsqsh. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"forked","object":"databricks/jsqsh","text":"Databricks (DBRX) forked databricks/jsqsh."},{"subject":"databricks/jsqsh","predicate":"is classified as","object":"fork signal","text":"databricks/jsqsh is classified as fork signal."},{"subject":"databricks/jsqsh","predicate":"belongs to","object":"forks desk","text":"databricks/jsqsh belongs to forks desk."},{"subject":"databricks/jsqsh","predicate":"has context","object":"forked from scgray/jsqsh","text":"databricks/jsqsh has context forked from scgray/jsqsh."},{"subject":"databricks/jsqsh","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/jsqsh has evidence coverage 1 captured evidence page."}]},"signal":{"id":"14edaced-d980-4e07-ad3e-340084d2412d","url":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d","json_url":"https://onlylabs.fyi/signals/14edaced-d980-4e07-ad3e-340084d2412d/signal.json","source_url":"https://github.com/databricks/jsqsh","title":"databricks/jsqsh","summary":"Databricks (DBRX) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from scgray/jsqsh","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2023-04-30T14:54:18+00:00","first_seen_at":"2026-06-05T22:32:24.372839+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/databricks/jsqsh"]},"facets":{"repo":"databricks/jsqsh","parent":"scgray/jsqsh"},"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/databricks/jsqsh","final_url":"https://github.com/databricks/jsqsh","title":"databricks/jsqsh repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:37.591114+00:00","bytes":21376,"raw_path":"8b36ec9af663a4cf1c69e6649fa6798a2daa56b4ba22112607fc68c883e7f815.json","content_hash":"2100f86cf9dc9381a79682579efdc5668e7c6426c0e94ff067cc892dbff75fa8","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/jsqsh Description: Console based database query tool, featuring command line editing, piping of output to other programs, and much much more License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2023-04-30T14:54:18Z Pushed: 2024-02-01T21:51:58Z Default branch: master Fork: yes Parent repository: scgray/jsqsh Archived: no README: Welcome to JSqsh JSqsh (pronounced jay-skwish) is short for Java SQl Shell, a console based tool that allows the ability to query a database with functionality of your typical shell, such as command line editing, tab completion, variable expansion, redirection of output to files, or the ability to pipe the output of the query execution to an external program (grep, more, etc.). ![Awesome Screenshot](https://cloud.githubusercontent.com/assets/1461324/4958665/1ba4fc86-66b1-11e4-95b5-9a53cd7f47c8.jpg) JSqsh has extensive built-in documentation, however for those that prefer point-and-click learning, you can get an introduction to jsqsh using the jsqsh wiki: * [Wiki Home](https://github.com/scgray/jsqsh/wiki/Home) * [What's New?](https://github.com/scgray/jsqsh/wiki/What%27s-New%3F) * [Features](https://github.com/scgray/jsqsh/wiki/Features)..."},"evidence_pages":[{"url":"https://github.com/databricks/jsqsh","final_url":"https://github.com/databricks/jsqsh","title":"databricks/jsqsh repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:37.591114+00:00","bytes":21376,"raw_path":"8b36ec9af663a4cf1c69e6649fa6798a2daa56b4ba22112607fc68c883e7f815.json","content_hash":"2100f86cf9dc9381a79682579efdc5668e7c6426c0e94ff067cc892dbff75fa8","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/jsqsh Description: Console based database query tool, featuring command line editing, piping of output to other programs, and much much more License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2023-04-30T14:54:18Z Pushed: 2024-02-01T21:51:58Z Default branch: master Fork: yes Parent repository: scgray/jsqsh Archived: no README: Welcome to JSqsh JSqsh (pronounced jay-skwish) is short for Java SQl Shell, a console based tool that allows the ability to query a database with functionality of your typical shell, such as command line editing, tab completion, variable expansion, redirection of output to files, or the ability to pipe the output of the query execution to an external program (grep, more, etc.). ![Awesome Screenshot](https://cloud.githubusercontent.com/assets/1461324/4958665/1ba4fc86-66b1-11e4-95b5-9a53cd7f47c8.jpg) JSqsh has extensive built-in documentation, however for those that prefer point-and-click learning, you can get an introduction to jsqsh using the jsqsh wiki: * [Wiki Home](https://github.com/scgray/jsqsh/wiki/Home) * [What's New?](https://github.com/scgray/jsqsh/wiki/What%27s-New%3F) * [Features](https://github.com/scgray/jsqsh/wiki/Features)..."}],"related_signals":[{"id":"3d3a6811-3202-4bc5-bfab-2a2a5cc1893d","url":"https://onlylabs.fyi/signals/3d3a6811-3202-4bc5-bfab-2a2a5cc1893d","source_url":"https://github.com/databricks/protoc-gen-jsonschema","title":"databricks/protoc-gen-jsonschema","context":"forked from chrusty/protoc-gen-jsonschema","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-11-26T14:05:47+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"c66e83ce-3905-4812-9049-582e92a350b0","url":"https://onlylabs.fyi/signals/c66e83ce-3905-4812-9049-582e92a350b0","source_url":"https://github.com/databricks/glibc_version_header","title":"databricks/glibc_version_header","context":"forked from wheybags/glibc_version_header","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-10-29T08:33:28+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"8546ea2c-1240-49fc-9a68-db4371defd20","url":"https://onlylabs.fyi/signals/8546ea2c-1240-49fc-9a68-db4371defd20","source_url":"https://github.com/databricks/knowledge-repo-dev","title":"databricks/knowledge-repo-dev","context":"forked from databricks/knowledge-repo","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-06-30T19:29:05+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"7d05cc8c-7690-49e6-b3a4-a042a7282d08","url":"https://onlylabs.fyi/signals/7d05cc8c-7690-49e6-b3a4-a042a7282d08","source_url":"https://github.com/databricks/rollout-operator","title":"databricks/rollout-operator","context":"forked from grafana/rollout-operator","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-03-26T17:29:26+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"a74417e8-d029-4bd8-a266-b37921469d8c","url":"https://onlylabs.fyi/signals/a74417e8-d029-4bd8-a266-b37921469d8c","source_url":"https://github.com/databricks/alertmanager","title":"databricks/alertmanager","context":"forked from prometheus/alertmanager","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-02-13T19:01:15+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"d3d298e4-6b18-4020-ab18-41d4bc41e254","url":"https://onlylabs.fyi/signals/d3d298e4-6b18-4020-ab18-41d4bc41e254","source_url":"https://github.com/databricks/bazel-remote","title":"databricks/bazel-remote","context":"forked from buchgr/bazel-remote","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2024-02-05T13:09:00+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"}]}