{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/adoptionpulse","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2e2f3154-0657-48f2-93b6-26ff12ff2432","json_url":"https://onlylabs.fyi/signals/2e2f3154-0657-48f2-93b6-26ff12ff2432/signal.json","generated_at":"2026-06-11T02:42:21.502746+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/2e2f3154-0657-48f2-93b6-26ff12ff2432","signal_json":"https://onlylabs.fyi/signals/2e2f3154-0657-48f2-93b6-26ff12ff2432/signal.json","source":"https://github.com/microsoft/adoptionpulse","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/adoptionpulse (HTML). 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/2e2f3154-0657-48f2-93b6-26ff12ff2432/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/adoptionpulse","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 repo signal \"microsoft/adoptionpulse\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/adoptionpulse","text":"Microsoft published repo microsoft/adoptionpulse."},{"subject":"microsoft/adoptionpulse","predicate":"is classified as","object":"repo signal","text":"microsoft/adoptionpulse is classified as repo signal."},{"subject":"microsoft/adoptionpulse","predicate":"belongs to","object":"repos desk","text":"microsoft/adoptionpulse belongs to repos desk."},{"subject":"microsoft/adoptionpulse","predicate":"has context","object":"HTML","text":"microsoft/adoptionpulse has context HTML."},{"subject":"microsoft/adoptionpulse","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/adoptionpulse has evidence coverage 1 captured evidence page."},{"subject":"microsoft/adoptionpulse","predicate":"has captured page count","object":"1","text":"microsoft/adoptionpulse has captured page count 1."},{"subject":"microsoft/adoptionpulse","predicate":"has readable page count","object":"1","text":"microsoft/adoptionpulse has readable page count 1."},{"subject":"microsoft/adoptionpulse","predicate":"has related signal count","object":"6","text":"microsoft/adoptionpulse has related signal count 6."},{"subject":"microsoft/adoptionpulse","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":"microsoft/adoptionpulse 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":"microsoft/adoptionpulse","predicate":"has source host","object":"github.com","text":"microsoft/adoptionpulse has source host github.com."},{"subject":"microsoft/adoptionpulse","predicate":"has lab","object":"Microsoft","text":"microsoft/adoptionpulse has lab Microsoft."},{"subject":"microsoft/adoptionpulse","predicate":"has signal desk","object":"repos","text":"microsoft/adoptionpulse has signal desk repos."},{"subject":"microsoft/adoptionpulse","predicate":"has source host","object":"github.com","text":"microsoft/adoptionpulse has source host github.com."},{"subject":"microsoft/adoptionpulse","predicate":"has repository","object":"microsoft/adoptionpulse","text":"microsoft/adoptionpulse has repository microsoft/adoptionpulse."},{"subject":"microsoft/adoptionpulse","predicate":"has language","object":"HTML","text":"microsoft/adoptionpulse has language HTML."},{"subject":"microsoft/adoptionpulse","predicate":"has notability","object":"Routine new repo, no notable traction","text":"microsoft/adoptionpulse has notability Routine new repo, no notable traction."},{"subject":"microsoft/adoptionpulse","predicate":"has watch term","object":"Safety and alignment","text":"microsoft/adoptionpulse has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/adoptionpulse (HTML). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/adoptionpulse · language HTML · Routine new repo, no notable traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/adoptionpulse","text":"Microsoft published repo microsoft/adoptionpulse."},{"subject":"microsoft/adoptionpulse","predicate":"is classified as","object":"repo signal","text":"microsoft/adoptionpulse is classified as repo signal."},{"subject":"microsoft/adoptionpulse","predicate":"belongs to","object":"repos desk","text":"microsoft/adoptionpulse belongs to repos desk."},{"subject":"microsoft/adoptionpulse","predicate":"has context","object":"HTML","text":"microsoft/adoptionpulse has context HTML."},{"subject":"microsoft/adoptionpulse","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/adoptionpulse has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2e2f3154-0657-48f2-93b6-26ff12ff2432","url":"https://onlylabs.fyi/signals/2e2f3154-0657-48f2-93b6-26ff12ff2432","json_url":"https://onlylabs.fyi/signals/2e2f3154-0657-48f2-93b6-26ff12ff2432/signal.json","source_url":"https://github.com/microsoft/adoptionpulse","title":"microsoft/adoptionpulse","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-30T20:25:55+00:00","first_seen_at":"2026-06-05T20:58:41.438741+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/adoptionpulse"]},"facets":{"repo":"microsoft/adoptionpulse","language":"HTML"},"traction":{"github_stars":0,"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/adoptionpulse","final_url":"https://github.com/microsoft/adoptionpulse","title":"microsoft/adoptionpulse repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:21.502746+00:00","bytes":9717,"raw_path":"a97dda5080a64ce30c8c15095df3db42108be817135a3d509994780cab6b939b.json","content_hash":"413611c5fa0e47c9068e4036ec910726e152f497c13915b8c3696a5c6391d814","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/adoptionpulse Language: HTML License: MIT Stars: 0 Forks: 1 Open issues: 0 Created: 2026-04-30T20:25:55Z Pushed: 2026-06-05T20:00:29Z Default branch: main Fork: no Archived: no README: Project > This repo has been populated by an initial template to help get you started. Please > make sure to update the content to build a great experience for community-building. As the maintainer of this project, please make a few updates: - Improving this README.MD file to provide a great experience - Updating SUPPORT.MD with content about this project's support experience - Understanding the security reporting process in SECURITY.MD - Remove this section from the README Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit [Contributor License Agreements](https://cla.opensource.microsoft.com). When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). 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As the maintainer of this project, please make a few updates: - Improving this README.MD file to provide a great experience - Updating SUPPORT.MD with content about this project's support experience - Understanding the security reporting process in SECURITY.MD - Remove this section from the README Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit [Contributor License Agreements](https://cla.opensource.microsoft.com). When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). 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