{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/olive-recipes","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2","json_url":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2/signal.json","generated_at":"2026-06-11T03:56:33.814162+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2","signal_json":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2/signal.json","source":"https://github.com/microsoft/olive-recipes","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published microsoft/olive-recipes (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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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","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/e91f82d6-4e84-43c8-ad38-6af71595f3c2/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/olive-recipes","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/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 Microsoft's 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Microsoft."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/olive-recipes (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/olive-recipes · language Python · Low stars, routine repo by Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/olive-recipes","text":"Microsoft published repo microsoft/olive-recipes."},{"subject":"microsoft/olive-recipes","predicate":"is classified as","object":"repo signal","text":"microsoft/olive-recipes is classified as repo signal."},{"subject":"microsoft/olive-recipes","predicate":"belongs to","object":"repos desk","text":"microsoft/olive-recipes belongs to repos desk."},{"subject":"microsoft/olive-recipes","predicate":"has context","object":"Python","text":"microsoft/olive-recipes has context Python."},{"subject":"microsoft/olive-recipes","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/olive-recipes has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e91f82d6-4e84-43c8-ad38-6af71595f3c2","url":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2","json_url":"https://onlylabs.fyi/signals/e91f82d6-4e84-43c8-ad38-6af71595f3c2/signal.json","source_url":"https://github.com/microsoft/olive-recipes","title":"microsoft/olive-recipes","summary":"Microsoft 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":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-05-22T18:25:04+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/microsoft/olive-recipes"]},"facets":{"repo":"microsoft/olive-recipes","language":"Python"},"traction":{"github_stars":57,"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/microsoft/olive-recipes","final_url":"https://github.com/microsoft/olive-recipes","title":"microsoft/olive-recipes repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:33.814162+00:00","bytes":93813,"raw_path":"2098f91b5bd00759b0c81e6c3ce8c69fe2a82a43f18427df2b14aa8bd3dc2b89.json","content_hash":"a20ba6b85cdbebbcbf9493623e1baafc305b7fd77840c0ecb6c78bb8e3e9dff9","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/olive-recipes Language: Python License: MIT Stars: 57 Forks: 52 Open issues: 73 Created: 2025-05-22T18:25:04Z Pushed: 2026-06-11T03:19:35Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\".assets/olive-white-text.png\"> <source media=\"(prefers-color-scheme: light)\" srcset=\".assets/olive-black-text.png\"> <img alt=\"olive\" src=\".assets/olive-black-text.png\" height=\"100\" style=\"max-width: 100%;\"> </picture> Olive Recipes For AI Model Optimization Toolkit </div> This repository compliments [Olive](https://github.com/microsoft/Olive), the AI model optimization toolkit, and includes recipes demonstrating its extensive features and use cases. Users of Olive can use these recipes as a reference to either optimize publicly available AI models or to optimize their own proprietary models. Supported models, architectures, devices and execution providers Below are list of available recipes grouped by different criteria. Click the link to expand. <details> <summary>Models grouped by model architecture</summary></br> <!-- begin_arch_models --> | bert | clip | deepseek | gemma | hiera | llama | llama3 |..."},"evidence_pages":[{"url":"https://github.com/microsoft/olive-recipes","final_url":"https://github.com/microsoft/olive-recipes","title":"microsoft/olive-recipes repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:33.814162+00:00","bytes":93813,"raw_path":"2098f91b5bd00759b0c81e6c3ce8c69fe2a82a43f18427df2b14aa8bd3dc2b89.json","content_hash":"a20ba6b85cdbebbcbf9493623e1baafc305b7fd77840c0ecb6c78bb8e3e9dff9","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/olive-recipes Language: Python License: MIT Stars: 57 Forks: 52 Open issues: 73 Created: 2025-05-22T18:25:04Z Pushed: 2026-06-11T03:19:35Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\".assets/olive-white-text.png\"> <source media=\"(prefers-color-scheme: light)\" srcset=\".assets/olive-black-text.png\"> <img alt=\"olive\" src=\".assets/olive-black-text.png\" height=\"100\" style=\"max-width: 100%;\"> </picture> Olive Recipes For AI Model Optimization Toolkit </div> This repository compliments [Olive](https://github.com/microsoft/Olive), the AI model optimization toolkit, and includes recipes demonstrating its extensive features and use cases. Users of Olive can use these recipes as a reference to either optimize publicly available AI models or to optimize their own proprietary models. Supported models, architectures, devices and execution providers Below are list of available recipes grouped by different criteria. Click the link to expand. <details> <summary>Models grouped by model architecture</summary></br> <!-- begin_arch_models --> | bert | clip | deepseek | gemma | hiera | llama | llama3 |..."}],"related_signals":[{"id":"8afe79f4-378b-4748-9e2a-3cf5e3253fdb","url":"https://onlylabs.fyi/signals/8afe79f4-378b-4748-9e2a-3cf5e3253fdb","source_url":"https://github.com/microsoft/Dev-Trio","title":"microsoft/Dev-Trio","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-08T03:41:01+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source"},{"id":"9e75fa50-dba7-4b77-9faf-166c323e3dff","url":"https://onlylabs.fyi/signals/9e75fa50-dba7-4b77-9faf-166c323e3dff","source_url":"https://github.com/microsoft/amplifier-app-paperclip","title":"microsoft/amplifier-app-paperclip","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T21:13:41+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"76cacf33-54b2-4074-bec0-23944d8fb67c","url":"https://onlylabs.fyi/signals/76cacf33-54b2-4074-bec0-23944d8fb67c","source_url":"https://github.com/microsoft/create-github-app-token-via-key-vault","title":"microsoft/create-github-app-token-via-key-vault","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T18:22:49+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"51a9ec5d-5f14-45d9-b57a-db362b5d1ace","url":"https://onlylabs.fyi/signals/51a9ec5d-5f14-45d9-b57a-db362b5d1ace","source_url":"https://github.com/microsoft/fabric-org-app-template","title":"microsoft/fabric-org-app-template","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T18:26:42+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"f26025da-153f-4d27-851c-7b4892602810","url":"https://onlylabs.fyi/signals/f26025da-153f-4d27-851c-7b4892602810","source_url":"https://github.com/microsoft/amplifier-bundle-amplifier-online","title":"microsoft/amplifier-bundle-amplifier-online","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T17:26:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"}]}