{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Repo: openai/gym","description":"OpenAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/08487b95-f96e-405f-879d-a9c99751ccb2","json_url":"https://onlylabs.fyi/signals/08487b95-f96e-405f-879d-a9c99751ccb2/signal.json","generated_at":"2026-06-11T03:56:31.800103+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/08487b95-f96e-405f-879d-a9c99751ccb2","signal_json":"https://onlylabs.fyi/signals/08487b95-f96e-405f-879d-a9c99751ccb2/signal.json","source":"https://github.com/openai/gym","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/gym (Python). 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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","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose 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/08487b95-f96e-405f-879d-a9c99751ccb2/signal.json","required":true},{"label":"source","url":"https://github.com/openai/gym","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/gym\" for frontier lab 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count","object":"6","text":"openai/gym has related signal count 6."},{"subject":"openai/gym","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":"openai/gym 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":"openai/gym","predicate":"has source host","object":"github.com","text":"openai/gym has source host github.com."},{"subject":"openai/gym","predicate":"has lab","object":"OpenAI","text":"openai/gym has lab OpenAI."},{"subject":"openai/gym","predicate":"has signal desk","object":"repos","text":"openai/gym has signal desk repos."},{"subject":"openai/gym","predicate":"has source host","object":"github.com","text":"openai/gym has source host github.com."},{"subject":"openai/gym","predicate":"has repository","object":"openai/gym","text":"openai/gym has repository openai/gym."},{"subject":"openai/gym","predicate":"has language","object":"Python","text":"openai/gym has language Python."},{"subject":"openai/gym","predicate":"has stars","object":"37,222","text":"openai/gym has stars 37,222."},{"subject":"openai/gym","predicate":"has watch term","object":"RL environments","text":"openai/gym has watch term RL environments."},{"subject":"openai/gym","predicate":"has watch term","object":"Infrastructure","text":"openai/gym has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"OpenAI published openai/gym (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/gym · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/gym","text":"OpenAI published repo openai/gym."},{"subject":"openai/gym","predicate":"is classified as","object":"repo signal","text":"openai/gym is classified as repo signal."},{"subject":"openai/gym","predicate":"belongs to","object":"repos desk","text":"openai/gym belongs to repos desk."},{"subject":"openai/gym","predicate":"has context","object":"Python","text":"openai/gym has context Python."},{"subject":"openai/gym","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/gym has evidence coverage 1 captured evidence page."}]},"signal":{"id":"08487b95-f96e-405f-879d-a9c99751ccb2","url":"https://onlylabs.fyi/signals/08487b95-f96e-405f-879d-a9c99751ccb2","json_url":"https://onlylabs.fyi/signals/08487b95-f96e-405f-879d-a9c99751ccb2/signal.json","source_url":"https://github.com/openai/gym","title":"openai/gym","summary":"OpenAI 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":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2016-04-27T14:59:16+00:00","first_seen_at":"2026-06-06T01:49:43.028364+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/gym"]},"facets":{"repo":"openai/gym","language":"Python"},"traction":{"github_stars":37222,"hn_points":5,"hn_comments":0,"hn_story_id":"18761799","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/openai/gym","final_url":"https://github.com/openai/gym","title":"openai/gym repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:31.800103+00:00","bytes":12014,"raw_path":"0e805b00739914736e20504217f321ce14a7f77643c3b503c5488b15382f374f.json","content_hash":"fd78100e04674147e5f97ea30e1735e242e3091320daf6d2a1ef03752ef7c48c","excerpt_chars":1200,"truncated":true,"excerpt":"openai/gym Description: A toolkit for developing and comparing reinforcement learning algorithms. Language: Python License: NOASSERTION Stars: 37222 Forks: 8705 Open issues: 128 Created: 2016-04-27T14:59:16Z Pushed: 2026-03-26T23:13:27Z Default branch: master Fork: no Archived: yes README: [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://pre-commit.com/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) Important Notice The team that has been maintaining Gym since 2021 has moved all future development to [Gymnasium](https://github.com/Farama-Foundation/Gymnasium), a drop in replacement for Gym (import gymnasium as gym), and Gym will not be receiving any future updates. Please switch over to Gymnasium as soon as you're able to do so. If you'd like to read more about the story behind this switch, please check out [this blog post](https://farama.org/Announcing-The-Farama-Foundation). Gym Gym is an open source Python library for developing and comparing reinforcement learning algorithms by providing a standard API to communicate between learning..."},"evidence_pages":[{"url":"https://github.com/openai/gym","final_url":"https://github.com/openai/gym","title":"openai/gym repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:31.800103+00:00","bytes":12014,"raw_path":"0e805b00739914736e20504217f321ce14a7f77643c3b503c5488b15382f374f.json","content_hash":"fd78100e04674147e5f97ea30e1735e242e3091320daf6d2a1ef03752ef7c48c","excerpt_chars":1200,"truncated":true,"excerpt":"openai/gym Description: A toolkit for developing and comparing reinforcement learning algorithms. Language: Python License: NOASSERTION Stars: 37222 Forks: 8705 Open issues: 128 Created: 2016-04-27T14:59:16Z Pushed: 2026-03-26T23:13:27Z Default branch: master Fork: no Archived: yes README: [![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://pre-commit.com/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) Important Notice The team that has been maintaining Gym since 2021 has moved all future development to [Gymnasium](https://github.com/Farama-Foundation/Gymnasium), a drop in replacement for Gym (import gymnasium as gym), and Gym will not be receiving any future updates. Please switch over to Gymnasium as soon as you're able to do so. If you'd like to read more about the story behind this switch, please check out [this blog post](https://farama.org/Announcing-The-Farama-Foundation). 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