{"schema_version":"onlylabs.public_signal.v1","title":"AI21 Labs Repo: AI21Labs/pre-commit-hadolint","description":"AI21 Labs repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658","json_url":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658/signal.json","generated_at":"2026-06-11T02:42:11.94435+00:00","org":{"slug":"ai21","name":"AI21 Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ai21","dossier_json_url":"https://onlylabs.fyi/labs/ai21/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658","signal_json":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658/signal.json","source":"https://github.com/AI21Labs/pre-commit-hadolint","lab_dossier":"https://onlylabs.fyi/labs/ai21","lab_dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis":"https://onlylabs.fyi/analysis/ai21","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"AI21 Labs published AI21Labs/pre-commit-hadolint (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo AI21Labs/pre-commit-hadolint · language Python · Routine small repo, low stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/AI21Labs/pre-commit-hadolint","source_host":"github.com","occurred_at":"2026-05-12T08:34:02+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"AI21 Labs","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"AI21Labs/pre-commit-hadolint","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"3","source":"traction"},{"label":"Notability","value":"Routine small repo, low stars","source":"signal"}],"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/AI21Labs/pre-commit-hadolint"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:11.94435+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658/signal.json","dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/a8d5a050-6c2c-48fc-8704-64a597e69658/signal.json","required":true},{"label":"source","url":"https://github.com/AI21Labs/pre-commit-hadolint","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ai21/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ai21/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 AI21 Labs's repo signal \"AI21Labs/pre-commit-hadolint\" for neolab strategy."},"semantic_triples":[{"subject":"AI21 Labs","predicate":"published repo","object":"AI21Labs/pre-commit-hadolint","text":"AI21 Labs published repo AI21Labs/pre-commit-hadolint."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"is classified as","object":"repo signal","text":"AI21Labs/pre-commit-hadolint is classified as repo signal."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"belongs to","object":"repos desk","text":"AI21Labs/pre-commit-hadolint belongs to repos desk."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has context","object":"Python","text":"AI21Labs/pre-commit-hadolint has context Python."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/pre-commit-hadolint has evidence coverage 1 captured evidence page."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has captured page count","object":"1","text":"AI21Labs/pre-commit-hadolint has captured page count 1."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has readable page count","object":"1","text":"AI21Labs/pre-commit-hadolint has readable page count 1."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has related signal count","object":"6","text":"AI21Labs/pre-commit-hadolint has related signal count 6."},{"subject":"AI21Labs/pre-commit-hadolint","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":"AI21Labs/pre-commit-hadolint 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":"AI21Labs/pre-commit-hadolint","predicate":"has source host","object":"github.com","text":"AI21Labs/pre-commit-hadolint has source host github.com."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has lab","object":"AI21 Labs","text":"AI21Labs/pre-commit-hadolint has lab AI21 Labs."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has signal desk","object":"repos","text":"AI21Labs/pre-commit-hadolint has signal desk repos."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has source host","object":"github.com","text":"AI21Labs/pre-commit-hadolint has source host github.com."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has repository","object":"AI21Labs/pre-commit-hadolint","text":"AI21Labs/pre-commit-hadolint has repository AI21Labs/pre-commit-hadolint."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has language","object":"Python","text":"AI21Labs/pre-commit-hadolint has language Python."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has stars","object":"3","text":"AI21Labs/pre-commit-hadolint has stars 3."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has notability","object":"Routine small repo, low stars","text":"AI21Labs/pre-commit-hadolint has notability Routine small repo, low stars."}]},"intelligence":{"signal_desk":"repos","answer":"AI21 Labs published AI21Labs/pre-commit-hadolint (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo AI21Labs/pre-commit-hadolint · language Python · Routine small repo, low stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"AI21 Labs","predicate":"published repo","object":"AI21Labs/pre-commit-hadolint","text":"AI21 Labs published repo AI21Labs/pre-commit-hadolint."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"is classified as","object":"repo signal","text":"AI21Labs/pre-commit-hadolint is classified as repo signal."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"belongs to","object":"repos desk","text":"AI21Labs/pre-commit-hadolint belongs to repos desk."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has context","object":"Python","text":"AI21Labs/pre-commit-hadolint has context Python."},{"subject":"AI21Labs/pre-commit-hadolint","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/pre-commit-hadolint has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a8d5a050-6c2c-48fc-8704-64a597e69658","url":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658","json_url":"https://onlylabs.fyi/signals/a8d5a050-6c2c-48fc-8704-64a597e69658/signal.json","source_url":"https://github.com/AI21Labs/pre-commit-hadolint","title":"AI21Labs/pre-commit-hadolint","summary":"AI21 Labs published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"ai21","name":"AI21 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