{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Repo: openai/homebrew-tools","description":"OpenAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8","json_url":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8/signal.json","generated_at":"2026-06-11T02:51:40.790895+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8","signal_json":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8/signal.json","source":"https://github.com/openai/homebrew-tools","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"OpenAI published openai/homebrew-tools (Ruby). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8/signal.json","required":true},{"label":"source","url":"https://github.com/openai/homebrew-tools","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/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 OpenAI's repo signal \"openai/homebrew-tools\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/homebrew-tools","text":"OpenAI published repo openai/homebrew-tools."},{"subject":"openai/homebrew-tools","predicate":"is classified as","object":"repo signal","text":"openai/homebrew-tools is classified as repo signal."},{"subject":"openai/homebrew-tools","predicate":"belongs to","object":"repos desk","text":"openai/homebrew-tools belongs to repos desk."},{"subject":"openai/homebrew-tools","predicate":"has context","object":"Ruby","text":"openai/homebrew-tools has context Ruby."},{"subject":"openai/homebrew-tools","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/homebrew-tools has evidence coverage 1 captured evidence page."},{"subject":"openai/homebrew-tools","predicate":"has captured page count","object":"1","text":"openai/homebrew-tools has captured page count 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term","object":"Agents and tool use","text":"openai/homebrew-tools has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"OpenAI published openai/homebrew-tools (Ruby). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/homebrew-tools · language Ruby · Low stars, trivial repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/homebrew-tools","text":"OpenAI published repo openai/homebrew-tools."},{"subject":"openai/homebrew-tools","predicate":"is classified as","object":"repo signal","text":"openai/homebrew-tools is classified as repo signal."},{"subject":"openai/homebrew-tools","predicate":"belongs to","object":"repos desk","text":"openai/homebrew-tools belongs to repos desk."},{"subject":"openai/homebrew-tools","predicate":"has context","object":"Ruby","text":"openai/homebrew-tools has context Ruby."},{"subject":"openai/homebrew-tools","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/homebrew-tools has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ada4c50c-a7ce-48e6-a60d-b8c6f51106d8","url":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8","json_url":"https://onlylabs.fyi/signals/ada4c50c-a7ce-48e6-a60d-b8c6f51106d8/signal.json","source_url":"https://github.com/openai/homebrew-tools","title":"openai/homebrew-tools","summary":"OpenAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Ruby","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-15T17:07:01+00:00","first_seen_at":"2026-06-05T05:42:58.317915+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/openai/homebrew-tools"]},"facets":{"repo":"openai/homebrew-tools","language":"Ruby"},"traction":{"github_stars":6,"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/openai/homebrew-tools","final_url":"https://github.com/openai/homebrew-tools","title":"openai/homebrew-tools repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:40.790895+00:00","bytes":7994,"raw_path":"677d1dfc0325d9846d66b20eec46969dbdecba4182b8a5e6a0924cd1780ca780.json","content_hash":"35aaf147f4eccaec190c8a5ec753fe8daa967e580d7fc536eaa2cf6168e9f45e","excerpt_chars":1200,"truncated":false,"excerpt":"openai/homebrew-tools Description: Homebrew for the OpenAI CLI. 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