{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Fork: openai/azure-cli","description":"OpenAI fork signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca","json_url":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca/signal.json","generated_at":"2026-06-11T03:18:28.153273+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/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca","signal_json":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca/signal.json","source":"https://github.com/openai/azure-cli","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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","data_business":null},"answer_pack":{"answer":"OpenAI forked openai/azure-cli (forked from Azure/azure-cli). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo openai/azure-cli · parent Azure/azure-cli. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/openai/azure-cli","source_host":"github.com","occurred_at":"2023-12-11T01:18:05+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source","context":"forked from Azure/azure-cli"},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"openai/azure-cli","source":"source"},{"label":"Parent","value":"Azure/azure-cli","source":"source"},{"label":"Stars","value":"15","source":"traction"},{"label":"Watch term","value":"Infrastructure","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/openai/azure-cli"],"related_signals":4,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:28.153273+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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 4 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"Forks expose what frontier-lab engineers are building on before polished announcements, making them useful for partnership and product wedge discovery.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca/signal.json","required":true},{"label":"source","url":"https://github.com/openai/azure-cli","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":"https://onlylabs.fyi/topics/forks/signals.json","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 fork signal \"openai/azure-cli\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"forked","object":"openai/azure-cli","text":"OpenAI forked openai/azure-cli."},{"subject":"openai/azure-cli","predicate":"is classified as","object":"fork signal","text":"openai/azure-cli is classified as fork signal."},{"subject":"openai/azure-cli","predicate":"belongs to","object":"forks desk","text":"openai/azure-cli belongs to forks desk."},{"subject":"openai/azure-cli","predicate":"has context","object":"forked from Azure/azure-cli","text":"openai/azure-cli has context forked from Azure/azure-cli."},{"subject":"openai/azure-cli","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/azure-cli has evidence coverage 1 captured evidence page."},{"subject":"openai/azure-cli","predicate":"has captured page count","object":"1","text":"openai/azure-cli has captured page count 1."},{"subject":"openai/azure-cli","predicate":"has readable page count","object":"1","text":"openai/azure-cli has readable page count 1."},{"subject":"openai/azure-cli","predicate":"has related signal count","object":"4","text":"openai/azure-cli has related signal count 4."},{"subject":"openai/azure-cli","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":"openai/azure-cli 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":"openai/azure-cli","predicate":"has source host","object":"github.com","text":"openai/azure-cli has source host github.com."},{"subject":"openai/azure-cli","predicate":"has lab","object":"OpenAI","text":"openai/azure-cli has lab OpenAI."},{"subject":"openai/azure-cli","predicate":"has signal desk","object":"forks","text":"openai/azure-cli has signal desk forks."},{"subject":"openai/azure-cli","predicate":"has source host","object":"github.com","text":"openai/azure-cli has source host github.com."},{"subject":"openai/azure-cli","predicate":"has repository","object":"openai/azure-cli","text":"openai/azure-cli has repository openai/azure-cli."},{"subject":"openai/azure-cli","predicate":"has parent","object":"Azure/azure-cli","text":"openai/azure-cli has parent Azure/azure-cli."},{"subject":"openai/azure-cli","predicate":"has stars","object":"15","text":"openai/azure-cli has stars 15."},{"subject":"openai/azure-cli","predicate":"has watch term","object":"Infrastructure","text":"openai/azure-cli has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"OpenAI forked openai/azure-cli (forked from Azure/azure-cli). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo openai/azure-cli · parent Azure/azure-cli. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","semantic_triples":[{"subject":"OpenAI","predicate":"forked","object":"openai/azure-cli","text":"OpenAI forked openai/azure-cli."},{"subject":"openai/azure-cli","predicate":"is classified as","object":"fork signal","text":"openai/azure-cli is classified as fork signal."},{"subject":"openai/azure-cli","predicate":"belongs to","object":"forks desk","text":"openai/azure-cli belongs to forks desk."},{"subject":"openai/azure-cli","predicate":"has context","object":"forked from Azure/azure-cli","text":"openai/azure-cli has context forked from Azure/azure-cli."},{"subject":"openai/azure-cli","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/azure-cli has evidence coverage 1 captured evidence page."}]},"signal":{"id":"64ab2af3-5f4f-49bc-94ad-e20c6e9297ca","url":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca","json_url":"https://onlylabs.fyi/signals/64ab2af3-5f4f-49bc-94ad-e20c6e9297ca/signal.json","source_url":"https://github.com/openai/azure-cli","title":"openai/azure-cli","summary":"OpenAI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from Azure/azure-cli","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-12-11T01:18:05+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/azure-cli"]},"facets":{"repo":"openai/azure-cli","parent":"Azure/azure-cli"},"traction":{"github_stars":15,"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/azure-cli","final_url":"https://github.com/openai/azure-cli","title":"openai/azure-cli repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:28.153273+00:00","bytes":29772,"raw_path":"f35683bef9da824ededbb83c946c7787e0488429395ab3144e697af5b97f78c1.json","content_hash":"173acdb5d8bc31d9e56ac380bc15fa9c1c90801164d09fe456bb92b5181e03af","excerpt_chars":1200,"truncated":true,"excerpt":"openai/azure-cli Description: Azure Command-Line Interface Language: Python License: MIT Stars: 15 Forks: 8 Open issues: 0 Created: 2023-12-11T01:18:05Z Pushed: 2026-03-26T03:19:19Z Default branch: dev Fork: yes Parent repository: Azure/azure-cli Archived: yes README: Microsoft Azure CLI [![Python](https://img.shields.io/pypi/pyversions/azure-cli.svg?maxAge=2592000)](https://pypi.python.org/pypi/azure-cli) [![Build Status](https://dev.azure.com/azure-sdk/public/_apis/build/status/cli/Azure.azure-cli?branchName=dev)](https://dev.azure.com/azure-sdk/public/_build/latest?definitionId=246&branchName=dev) [![Slack](https://img.shields.io/badge/Slack-azurecli.slack.com-blue.svg)](https://azurecli.slack.com) A great cloud needs great tools; we're excited to introduce *Azure CLI*, our next generation multi-platform command line experience for Azure. Take a test run now from [Azure Cloud Shell](https://portal.azure.com/#cloudshell)! Installation Please refer to the [install guide](https://docs.microsoft.com/cli/azure/install-azure-cli) for detailed install instructions. A list of common install issues and their resolutions are available at [install..."},"evidence_pages":[{"url":"https://github.com/openai/azure-cli","final_url":"https://github.com/openai/azure-cli","title":"openai/azure-cli repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:28.153273+00:00","bytes":29772,"raw_path":"f35683bef9da824ededbb83c946c7787e0488429395ab3144e697af5b97f78c1.json","content_hash":"173acdb5d8bc31d9e56ac380bc15fa9c1c90801164d09fe456bb92b5181e03af","excerpt_chars":1200,"truncated":true,"excerpt":"openai/azure-cli Description: Azure Command-Line Interface Language: Python License: MIT Stars: 15 Forks: 8 Open issues: 0 Created: 2023-12-11T01:18:05Z Pushed: 2026-03-26T03:19:19Z Default branch: dev Fork: yes Parent repository: Azure/azure-cli Archived: yes README: Microsoft Azure CLI [![Python](https://img.shields.io/pypi/pyversions/azure-cli.svg?maxAge=2592000)](https://pypi.python.org/pypi/azure-cli) [![Build Status](https://dev.azure.com/azure-sdk/public/_apis/build/status/cli/Azure.azure-cli?branchName=dev)](https://dev.azure.com/azure-sdk/public/_build/latest?definitionId=246&branchName=dev) [![Slack](https://img.shields.io/badge/Slack-azurecli.slack.com-blue.svg)](https://azurecli.slack.com) A great cloud needs great tools; we're excited to introduce *Azure CLI*, our next generation multi-platform command line experience for Azure. Take a test run now from [Azure Cloud Shell](https://portal.azure.com/#cloudshell)! Installation Please refer to the [install guide](https://docs.microsoft.com/cli/azure/install-azure-cli) for detailed install instructions. A list of common install issues and their resolutions are available at [install..."}],"related_signals":[{"id":"eea4ddeb-7b0e-479c-91e3-0047aa2e16b4","url":"https://onlylabs.fyi/signals/eea4ddeb-7b0e-479c-91e3-0047aa2e16b4","source_url":"https://github.com/openai/chef-cookbook-hostname","title":"openai/chef-cookbook-hostname","context":"forked from gdb/chef-cookbook-hostname","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-11-18T00:55:03+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"fcda9c8c-b0e0-46a4-b4b0-b155b2425c1b","url":"https://onlylabs.fyi/signals/fcda9c8c-b0e0-46a4-b4b0-b155b2425c1b","source_url":"https://github.com/openai/compose-richtext","title":"openai/compose-richtext","context":"forked from halilozercan/compose-richtext","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-08-30T17:43:38+00:00","first_seen_at":"2026-06-06T01:49:43.028364+00:00","date_source":"source"},{"id":"018e3103-1570-4061-9da7-0c894cdffdf0","url":"https://onlylabs.fyi/signals/018e3103-1570-4061-9da7-0c894cdffdf0","source_url":"https://github.com/openai/GPT-3-Encoder","title":"openai/GPT-3-Encoder","context":"forked from latitudegames/GPT-3-Encoder","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2020-11-23T17:05:55+00:00","first_seen_at":"2026-06-06T01:49:43.028364+00:00","date_source":"source"},{"id":"f71898b6-d8f8-4c0d-a335-430e06cdf3be","url":"https://onlylabs.fyi/signals/f71898b6-d8f8-4c0d-a335-430e06cdf3be","source_url":"https://github.com/openai/kubernetes","title":"openai/kubernetes","context":"forked from kubernetes/kubernetes","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2020-06-18T23:30:47+00:00","first_seen_at":"2026-06-06T01:49:43.028364+00:00","date_source":"source"}]}