{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/openvmm-deps","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40","json_url":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40/signal.json","generated_at":"2026-06-11T03:55:39.617624+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/d1ab7b31-72b9-4a88-98ac-55ad1525bb40","signal_json":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40/signal.json","source":"https://github.com/microsoft/openvmm-deps","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/openvmm-deps (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/openvmm-deps · language Shell. 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/openvmm-deps","source_host":"github.com","occurred_at":"2023-08-22T17:37:25+00:00","first_seen_at":"2026-06-07T07:00:21.222898+00:00","date_source":"source","context":"Shell"},"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/openvmm-deps","source":"source"},{"label":"Language","value":"Shell","source":"source"},{"label":"Stars","value":"14","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/microsoft/openvmm-deps"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:55:39.617624+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40/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":null,"opportunities_json":null},"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?","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/d1ab7b31-72b9-4a88-98ac-55ad1525bb40/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/openvmm-deps","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/openvmm-deps\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/openvmm-deps","text":"Microsoft published repo microsoft/openvmm-deps."},{"subject":"microsoft/openvmm-deps","predicate":"is classified as","object":"repo signal","text":"microsoft/openvmm-deps is classified as repo signal."},{"subject":"microsoft/openvmm-deps","predicate":"belongs to","object":"repos desk","text":"microsoft/openvmm-deps belongs to repos desk."},{"subject":"microsoft/openvmm-deps","predicate":"has context","object":"Shell","text":"microsoft/openvmm-deps has context Shell."},{"subject":"microsoft/openvmm-deps","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openvmm-deps has evidence coverage 1 captured evidence page."},{"subject":"microsoft/openvmm-deps","predicate":"has captured page count","object":"1","text":"microsoft/openvmm-deps has captured page count 1."},{"subject":"microsoft/openvmm-deps","predicate":"has readable page count","object":"1","text":"microsoft/openvmm-deps has readable page count 1."},{"subject":"microsoft/openvmm-deps","predicate":"has related signal count","object":"6","text":"microsoft/openvmm-deps has related signal count 6."},{"subject":"microsoft/openvmm-deps","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/openvmm-deps 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/openvmm-deps","predicate":"has source host","object":"github.com","text":"microsoft/openvmm-deps has source host github.com."},{"subject":"microsoft/openvmm-deps","predicate":"has lab","object":"Microsoft","text":"microsoft/openvmm-deps has lab Microsoft."},{"subject":"microsoft/openvmm-deps","predicate":"has signal desk","object":"repos","text":"microsoft/openvmm-deps has signal desk repos."},{"subject":"microsoft/openvmm-deps","predicate":"has source host","object":"github.com","text":"microsoft/openvmm-deps has source host github.com."},{"subject":"microsoft/openvmm-deps","predicate":"has repository","object":"microsoft/openvmm-deps","text":"microsoft/openvmm-deps has repository microsoft/openvmm-deps."},{"subject":"microsoft/openvmm-deps","predicate":"has language","object":"Shell","text":"microsoft/openvmm-deps has language Shell."},{"subject":"microsoft/openvmm-deps","predicate":"has stars","object":"14","text":"microsoft/openvmm-deps has stars 14."},{"subject":"microsoft/openvmm-deps","predicate":"has watch term","object":"Infrastructure","text":"microsoft/openvmm-deps has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/openvmm-deps (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/openvmm-deps · language Shell. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/openvmm-deps","text":"Microsoft published repo microsoft/openvmm-deps."},{"subject":"microsoft/openvmm-deps","predicate":"is classified as","object":"repo signal","text":"microsoft/openvmm-deps is classified as repo signal."},{"subject":"microsoft/openvmm-deps","predicate":"belongs to","object":"repos desk","text":"microsoft/openvmm-deps belongs to repos desk."},{"subject":"microsoft/openvmm-deps","predicate":"has context","object":"Shell","text":"microsoft/openvmm-deps has context Shell."},{"subject":"microsoft/openvmm-deps","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openvmm-deps has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d1ab7b31-72b9-4a88-98ac-55ad1525bb40","url":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40","json_url":"https://onlylabs.fyi/signals/d1ab7b31-72b9-4a88-98ac-55ad1525bb40/signal.json","source_url":"https://github.com/microsoft/openvmm-deps","title":"microsoft/openvmm-deps","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2023-08-22T17:37:25+00:00","first_seen_at":"2026-06-07T07:00:21.222898+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/openvmm-deps"]},"facets":{"repo":"microsoft/openvmm-deps","language":"Shell"},"traction":{"github_stars":14,"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/openvmm-deps","final_url":"https://github.com/microsoft/openvmm-deps","title":"microsoft/openvmm-deps repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:39.617624+00:00","bytes":11109,"raw_path":"83b63e01cdc7832fcb870dcbb6bcab7266ae4ba9e7a71e1ba5788bcf68481b66.json","content_hash":"0a350e158eee52b6fdb930e921755acd2d4362c78ff38045fa09224eb3a27465","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/openvmm-deps Description: Dependencies for OpenVMM Language: Shell License: MIT Stars: 14 Forks: 11 Open issues: 8 Created: 2023-08-22T17:37:25Z Pushed: 2026-06-10T19:46:19Z Default branch: main Fork: no Archived: no README: This repo contains a small build system for openvmm dependencies. To use, first clone this repo: ```bash git clone https://github.com/microsoft/openvmm-deps ``` If you are cross-compiling you will need qemu-user-static: ```bash apt install qemu-user-static ``` Then build the Dockerfile to produce the results for the desired architecture: ```bash docker build --platform x86_64 --output type=local,dest=out . docker build --platform aarch64 --output type=local,dest=out . ``` The output directory is laid out so that each top-level subdirectory maps to one GitHub release artifact: ``` out/ openvmm-deps/ sdk + dbgrd + shell + petritools sysroots initrd/ shared busybox-based test rootfs (cpio.gz) linux-6.1/ vmlinux, bzImage/Image, config (kernel only) linux-6.18/ vmlinux, bzImage/Image, config (kernel only) qemu/ qemu-system-aarch64, qemu-system-x86_64 ``` The release pipeline packs each of these into its own tarball: | Artifact | Contents | |..."},"evidence_pages":[{"url":"https://github.com/microsoft/openvmm-deps","final_url":"https://github.com/microsoft/openvmm-deps","title":"microsoft/openvmm-deps repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:39.617624+00:00","bytes":11109,"raw_path":"83b63e01cdc7832fcb870dcbb6bcab7266ae4ba9e7a71e1ba5788bcf68481b66.json","content_hash":"0a350e158eee52b6fdb930e921755acd2d4362c78ff38045fa09224eb3a27465","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/openvmm-deps Description: Dependencies for OpenVMM Language: Shell License: MIT Stars: 14 Forks: 11 Open issues: 8 Created: 2023-08-22T17:37:25Z Pushed: 2026-06-10T19:46:19Z Default branch: main Fork: no Archived: no README: This repo contains a small build system for openvmm dependencies. To use, first clone this repo: ```bash git clone https://github.com/microsoft/openvmm-deps ``` If you are cross-compiling you will need qemu-user-static: ```bash apt install qemu-user-static ``` Then build the Dockerfile to produce the results for the desired architecture: ```bash docker build --platform x86_64 --output type=local,dest=out . docker build --platform aarch64 --output type=local,dest=out . ``` The output directory is laid out so that each top-level subdirectory maps to one GitHub release artifact: ``` out/ openvmm-deps/ sdk + dbgrd + shell + petritools sysroots initrd/ shared busybox-based test rootfs (cpio.gz) linux-6.1/ vmlinux, bzImage/Image, config (kernel only) linux-6.18/ vmlinux, bzImage/Image, config (kernel only) qemu/ qemu-system-aarch64, qemu-system-x86_64 ``` The release pipeline packs each of these into its own tarball: | Artifact | Contents | |..."}],"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"}]}