{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/PowerToys","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a","json_url":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a/signal.json","generated_at":"2026-06-11T03:56:46.251587+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/ab68ae90-85ea-4058-bff5-a72c0277308a","signal_json":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a/signal.json","source":"https://github.com/microsoft/PowerToys","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/PowerToys (C#). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/PowerToys · language C#. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/PowerToys","source_host":"github.com","occurred_at":"2019-05-01T17:44:02+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"C#"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/PowerToys","source":"source"},{"label":"Language","value":"C#","source":"source"},{"label":"Stars","value":"134,059","source":"traction"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"product","source":"radar"}],"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/PowerToys"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:56:46.251587+00:00"},"data_business":{"matches":true,"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["product"],"score":16,"reason":"Microsoft has a repo signal matching product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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.","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?","Which data-business lane explains this signal: Product and customer?","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/ab68ae90-85ea-4058-bff5-a72c0277308a/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/PowerToys","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/PowerToys\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/PowerToys","text":"Microsoft published repo microsoft/PowerToys."},{"subject":"microsoft/PowerToys","predicate":"is classified as","object":"repo signal","text":"microsoft/PowerToys is classified as repo signal."},{"subject":"microsoft/PowerToys","predicate":"belongs to","object":"repos desk","text":"microsoft/PowerToys belongs to repos desk."},{"subject":"microsoft/PowerToys","predicate":"has context","object":"C#","text":"microsoft/PowerToys has context C#."},{"subject":"microsoft/PowerToys","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/PowerToys has evidence coverage 1 captured evidence page."},{"subject":"microsoft/PowerToys","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/PowerToys matches data-business lanes Product and customer."},{"subject":"microsoft/PowerToys","predicate":"has captured page count","object":"1","text":"microsoft/PowerToys has captured page count 1."},{"subject":"microsoft/PowerToys","predicate":"has readable page count","object":"1","text":"microsoft/PowerToys has readable page count 1."},{"subject":"microsoft/PowerToys","predicate":"has related signal count","object":"6","text":"microsoft/PowerToys has related signal count 6."},{"subject":"microsoft/PowerToys","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/PowerToys 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/PowerToys","predicate":"has source host","object":"github.com","text":"microsoft/PowerToys has source host github.com."},{"subject":"microsoft/PowerToys","predicate":"has lab","object":"Microsoft","text":"microsoft/PowerToys has lab Microsoft."},{"subject":"microsoft/PowerToys","predicate":"has signal desk","object":"repos","text":"microsoft/PowerToys has signal desk repos."},{"subject":"microsoft/PowerToys","predicate":"has source host","object":"github.com","text":"microsoft/PowerToys has source host github.com."},{"subject":"microsoft/PowerToys","predicate":"has repository","object":"microsoft/PowerToys","text":"microsoft/PowerToys has repository microsoft/PowerToys."},{"subject":"microsoft/PowerToys","predicate":"has language","object":"C#","text":"microsoft/PowerToys has language C#."},{"subject":"microsoft/PowerToys","predicate":"has stars","object":"134,059","text":"microsoft/PowerToys has stars 134,059."},{"subject":"microsoft/PowerToys","predicate":"has radar lane","object":"Product and customer","text":"microsoft/PowerToys has radar lane Product and customer."},{"subject":"microsoft/PowerToys","predicate":"has matched term","object":"product","text":"microsoft/PowerToys has matched term product."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/PowerToys (C#). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/PowerToys · language C#. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/PowerToys","text":"Microsoft published repo microsoft/PowerToys."},{"subject":"microsoft/PowerToys","predicate":"is classified as","object":"repo signal","text":"microsoft/PowerToys is classified as repo signal."},{"subject":"microsoft/PowerToys","predicate":"belongs to","object":"repos desk","text":"microsoft/PowerToys belongs to repos desk."},{"subject":"microsoft/PowerToys","predicate":"has context","object":"C#","text":"microsoft/PowerToys has context C#."},{"subject":"microsoft/PowerToys","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/PowerToys has evidence coverage 1 captured evidence page."},{"subject":"microsoft/PowerToys","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/PowerToys matches data-business lanes Product and customer."}]},"signal":{"id":"ab68ae90-85ea-4058-bff5-a72c0277308a","url":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a","json_url":"https://onlylabs.fyi/signals/ab68ae90-85ea-4058-bff5-a72c0277308a/signal.json","source_url":"https://github.com/microsoft/PowerToys","title":"microsoft/PowerToys","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2019-05-01T17:44:02+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/PowerToys"]},"facets":{"repo":"microsoft/PowerToys","language":"C#"},"traction":{"github_stars":134059,"hn_points":82,"hn_comments":29,"hn_story_id":"19845287","hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":16,"matched_terms":["product"],"reason":"Microsoft has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/microsoft/PowerToys","final_url":"https://github.com/microsoft/PowerToys","title":"microsoft/PowerToys repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:46.251587+00:00","bytes":18247,"raw_path":"b9e9024e7c05556f2bd391bddd76ebb4685fe8ba154b0c97b8ddb13257e2c3b0.json","content_hash":"376a97068d0417a30ba832ac0c35cb3f66139b346974358933394defee6af555","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/PowerToys Description: Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows Language: C# License: MIT Stars: 134053 Forks: 8045 Open issues: 7132 Created: 2019-05-01T17:44:02Z Pushed: 2026-06-11T02:37:16Z Default branch: main Fork: no Archived: no README: <p align=\"center\"> <picture> <source media=\"(prefers-color-scheme: light)\" srcset=\"./doc/images/readme/pt-hero.light.png\" /> <img src=\"./doc/images/readme/pt-hero.dark.png\" /> </picture> </p> <h1 align=\"center\"> <span>Microsoft PowerToys</span> </h1> <p align=\"center\"> <span align=\"center\">Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks.</span> </p> <h3 align=\"center\"> <a href=\"#-installation\">Installation</a> <span> · </span> <a href=\"https://aka.ms/powertoys-docs\">Documentation</a> <span> · </span> <a href=\"https://aka.ms/powertoys-releaseblog\">Blog</a> <span> · </span> <a href=\"#-whats-new\">Release notes</a> </h3> 🔨 Utilities PowerToys includes over 30 utilities to help you customize and optimize your Windows experience: | | | | | --- | --- | --- | | [<img src=\"doc/images/icons/AdvancedPaste.png\"..."},"evidence_pages":[{"url":"https://github.com/microsoft/PowerToys","final_url":"https://github.com/microsoft/PowerToys","title":"microsoft/PowerToys repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:46.251587+00:00","bytes":18247,"raw_path":"b9e9024e7c05556f2bd391bddd76ebb4685fe8ba154b0c97b8ddb13257e2c3b0.json","content_hash":"376a97068d0417a30ba832ac0c35cb3f66139b346974358933394defee6af555","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/PowerToys Description: Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows Language: C# License: MIT Stars: 134053 Forks: 8045 Open issues: 7132 Created: 2019-05-01T17:44:02Z Pushed: 2026-06-11T02:37:16Z Default branch: main Fork: no Archived: no README: <p align=\"center\"> <picture> <source media=\"(prefers-color-scheme: light)\" srcset=\"./doc/images/readme/pt-hero.light.png\" /> <img src=\"./doc/images/readme/pt-hero.dark.png\" /> </picture> </p> <h1 align=\"center\"> <span>Microsoft PowerToys</span> </h1> <p align=\"center\"> <span align=\"center\">Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks.</span> </p> <h3 align=\"center\"> <a href=\"#-installation\">Installation</a> <span> · </span> <a href=\"https://aka.ms/powertoys-docs\">Documentation</a> <span> · </span> <a href=\"https://aka.ms/powertoys-releaseblog\">Blog</a> <span> · </span> <a href=\"#-whats-new\">Release notes</a> </h3> 🔨 Utilities PowerToys includes over 30 utilities to help you customize and optimize your Windows experience: | | | | | --- | --- | --- | | [<img src=\"doc/images/icons/AdvancedPaste.png\"..."}],"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"}]}