{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/undocked","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6bb1664d-d7ef-4a65-a373-3dd86ded8c90","json_url":"https://onlylabs.fyi/signals/6bb1664d-d7ef-4a65-a373-3dd86ded8c90/signal.json","generated_at":"2026-06-11T03:55:50.235808+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/6bb1664d-d7ef-4a65-a373-3dd86ded8c90","signal_json":"https://onlylabs.fyi/signals/6bb1664d-d7ef-4a65-a373-3dd86ded8c90/signal.json","source":"https://github.com/microsoft/undocked","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/undocked (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/undocked · language PowerShell. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/undocked","source_host":"github.com","occurred_at":"2023-12-15T16:52:23+00:00","first_seen_at":"2026-06-06T07:00:06.411378+00:00","date_source":"source","context":"PowerShell"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source 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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?","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/6bb1664d-d7ef-4a65-a373-3dd86ded8c90/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/undocked","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/undocked\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/undocked","text":"Microsoft published repo microsoft/undocked."},{"subject":"microsoft/undocked","predicate":"is classified as","object":"repo signal","text":"microsoft/undocked is classified as repo signal."},{"subject":"microsoft/undocked","predicate":"belongs to","object":"repos desk","text":"microsoft/undocked belongs to repos desk."},{"subject":"microsoft/undocked","predicate":"has context","object":"PowerShell","text":"microsoft/undocked has context PowerShell."},{"subject":"microsoft/undocked","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/undocked has evidence coverage 1 captured evidence page."},{"subject":"microsoft/undocked","predicate":"has captured page count","object":"1","text":"microsoft/undocked has captured page count 1."},{"subject":"microsoft/undocked","predicate":"has readable page count","object":"1","text":"microsoft/undocked has readable page count 1."},{"subject":"microsoft/undocked","predicate":"has related signal count","object":"6","text":"microsoft/undocked has related signal count 6."},{"subject":"microsoft/undocked","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/undocked 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/undocked","predicate":"has source host","object":"github.com","text":"microsoft/undocked has source host github.com."},{"subject":"microsoft/undocked","predicate":"has lab","object":"Microsoft","text":"microsoft/undocked has lab Microsoft."},{"subject":"microsoft/undocked","predicate":"has signal desk","object":"repos","text":"microsoft/undocked has signal desk repos."},{"subject":"microsoft/undocked","predicate":"has source host","object":"github.com","text":"microsoft/undocked has source host github.com."},{"subject":"microsoft/undocked","predicate":"has repository","object":"microsoft/undocked","text":"microsoft/undocked has repository microsoft/undocked."},{"subject":"microsoft/undocked","predicate":"has language","object":"PowerShell","text":"microsoft/undocked has language PowerShell."},{"subject":"microsoft/undocked","predicate":"has stars","object":"34","text":"microsoft/undocked has stars 34."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/undocked (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/undocked · language PowerShell. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/undocked","text":"Microsoft published repo microsoft/undocked."},{"subject":"microsoft/undocked","predicate":"is classified as","object":"repo signal","text":"microsoft/undocked is classified as repo signal."},{"subject":"microsoft/undocked","predicate":"belongs to","object":"repos desk","text":"microsoft/undocked belongs to repos desk."},{"subject":"microsoft/undocked","predicate":"has context","object":"PowerShell","text":"microsoft/undocked has context PowerShell."},{"subject":"microsoft/undocked","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/undocked has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6bb1664d-d7ef-4a65-a373-3dd86ded8c90","url":"https://onlylabs.fyi/signals/6bb1664d-d7ef-4a65-a373-3dd86ded8c90","json_url":"https://onlylabs.fyi/signals/6bb1664d-d7ef-4a65-a373-3dd86ded8c90/signal.json","source_url":"https://github.com/microsoft/undocked","title":"microsoft/undocked","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"PowerShell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2023-12-15T16:52:23+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/undocked"]},"facets":{"repo":"microsoft/undocked","language":"PowerShell"},"traction":{"github_stars":34,"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/undocked","final_url":"https://github.com/microsoft/undocked","title":"microsoft/undocked repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:50.235808+00:00","bytes":11749,"raw_path":"49610cd43141b02428eb2b432738657fbfe325965e46e178b716c3d60884b186.json","content_hash":"639c77da21194e62503f17643ab51eaa21b1ffc4bc32dc2b9d6da15e27ec4c55","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/undocked Description: Simplifies the process of building internal, native Windows projects Language: PowerShell License: MIT Stars: 34 Forks: 10 Open issues: 8 Created: 2023-12-15T16:52:23Z Pushed: 2026-06-06T06:42:41Z Default branch: main Fork: no Archived: no README: Undocked Windows Development The goal of this project is to provide helpers for Windows components to build exactly as they would internally in the Windows OS repository, but without a lot of complicated manual steps. This project provides three main components: - [windows.undocked.props](vs/windows.undocked.props) - Visual Studio property file to simplify components' project files. - [windows.undocked.targets](vs/windows.undocked.targets) - Similar to the .props file, but only required if source link is being used. - [build.yml](onebranch/v1/build.yml) - Azure Pipelines template to correctly build in OneBranch (Microsoft's **internal** Azure Pipelines sandbox). Example With these helpers, new `vcxproj` files can be easily created, understood and maintained by a human. The following is an example for `myapp.exe`. ```xml