{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/aspire-skills v0.0.1","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49","json_url":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49/signal.json","generated_at":"2026-06-11T03:46:04.232278+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/5659ba8a-e45f-447b-910c-8d581e95ef49","signal_json":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49/signal.json","source":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/aspire-skills v0.0.1 (microsoft/aspire-skills). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Initial release from Microsoft · v0.0.1 Repository: microsoft/aspire-skills Tag: v0.0.1 Published: 2026-05-27T15:24:20Z Prerelease: no Release notes: Aspire skills bundle 0.0.1. onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","source_host":"github.com","occurred_at":"2026-05-27T15:24:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","context":"microsoft/aspire-skills"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/aspire-skills","source":"source"},{"label":"Release","value":"v0.0.1","source":"source"},{"label":"Notability","value":"Initial release from Microsoft","source":"signal"}],"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/aspire-skills/releases/tag/v0.0.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:46:04.232278+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49/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":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","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":"https://onlylabs.fyi/topics/releases/signals.json","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 release signal \"microsoft/aspire-skills v0.0.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/aspire-skills v0.0.1","text":"Microsoft released microsoft/aspire-skills v0.0.1."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"is classified as","object":"release signal","text":"microsoft/aspire-skills v0.0.1 is classified as release signal."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"belongs to","object":"releases desk","text":"microsoft/aspire-skills v0.0.1 belongs to releases desk."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has context","object":"microsoft/aspire-skills","text":"microsoft/aspire-skills v0.0.1 has context microsoft/aspire-skills."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/aspire-skills v0.0.1 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has captured page count","object":"1","text":"microsoft/aspire-skills v0.0.1 has captured page count 1."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has readable page count","object":"1","text":"microsoft/aspire-skills v0.0.1 has readable page count 1."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has related signal count","object":"6","text":"microsoft/aspire-skills v0.0.1 has related signal count 6."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/aspire-skills v0.0.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has source host","object":"github.com","text":"microsoft/aspire-skills v0.0.1 has source host github.com."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has lab","object":"Microsoft","text":"microsoft/aspire-skills v0.0.1 has lab Microsoft."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has signal desk","object":"releases","text":"microsoft/aspire-skills v0.0.1 has signal desk releases."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has source host","object":"github.com","text":"microsoft/aspire-skills v0.0.1 has source host github.com."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has repository","object":"microsoft/aspire-skills","text":"microsoft/aspire-skills v0.0.1 has repository microsoft/aspire-skills."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has release","object":"v0.0.1","text":"microsoft/aspire-skills v0.0.1 has release v0.0.1."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has notability","object":"Initial release from Microsoft","text":"microsoft/aspire-skills v0.0.1 has notability Initial release from Microsoft."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/aspire-skills v0.0.1 (microsoft/aspire-skills). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Initial release from Microsoft · v0.0.1 Repository: microsoft/aspire-skills Tag: v0.0.1 Published: 2026-05-27T15:24:20Z Prerelease: no Release notes: Aspire skills bundle 0.0.1. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/aspire-skills v0.0.1","text":"Microsoft released microsoft/aspire-skills v0.0.1."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"is classified as","object":"release signal","text":"microsoft/aspire-skills v0.0.1 is classified as release signal."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"belongs to","object":"releases desk","text":"microsoft/aspire-skills v0.0.1 belongs to releases desk."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has context","object":"microsoft/aspire-skills","text":"microsoft/aspire-skills v0.0.1 has context microsoft/aspire-skills."},{"subject":"microsoft/aspire-skills v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/aspire-skills v0.0.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5659ba8a-e45f-447b-910c-8d581e95ef49","url":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49","json_url":"https://onlylabs.fyi/signals/5659ba8a-e45f-447b-910c-8d581e95ef49/signal.json","source_url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","title":"microsoft/aspire-skills v0.0.1","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/aspire-skills","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-27T15:24:20+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/aspire-skills/releases/tag/v0.0.1"]},"facets":{"repo":"microsoft/aspire-skills"},"traction":{"github_stars":null,"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/aspire-skills/releases/tag/v0.0.1","final_url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","title":"microsoft/aspire-skills v0.0.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:04.232278+00:00","bytes":4435,"raw_path":"30241fa364240544714976705d9ad22e3d6e09353de58bdcd1d936a9bed45fb0.json","content_hash":"7a5be059d46335cb570864d37c6f605b0ce32bd468f6f74cad1dfef19c5389c9","excerpt_chars":1200,"truncated":false,"excerpt":"v0.0.1 Repository: microsoft/aspire-skills Tag: v0.0.1 Published: 2026-05-27T15:24:20Z Prerelease: no Release notes: Aspire skills bundle 0.0.1"},"evidence_pages":[{"url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","final_url":"https://github.com/microsoft/aspire-skills/releases/tag/v0.0.1","title":"microsoft/aspire-skills v0.0.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:46:04.232278+00:00","bytes":4435,"raw_path":"30241fa364240544714976705d9ad22e3d6e09353de58bdcd1d936a9bed45fb0.json","content_hash":"7a5be059d46335cb570864d37c6f605b0ce32bd468f6f74cad1dfef19c5389c9","excerpt_chars":1200,"truncated":false,"excerpt":"v0.0.1 Repository: microsoft/aspire-skills Tag: v0.0.1 Published: 2026-05-27T15:24:20Z Prerelease: no Release notes: Aspire skills bundle 0.0.1"}],"related_signals":[{"id":"432f6193-5e4c-4f16-bbe0-6a87ef01916f","url":"https://onlylabs.fyi/signals/432f6193-5e4c-4f16-bbe0-6a87ef01916f","source_url":"https://github.com/microsoft/accessibility-insights-web/releases/tag/web%402.47.0","title":"microsoft/accessibility-insights-web web@2.47.0","context":"microsoft/accessibility-insights-web","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:37:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"afc38512-1630-4041-9fb3-39414d8d2b0a","url":"https://onlylabs.fyi/signals/afc38512-1630-4041-9fb3-39414d8d2b0a","source_url":"https://github.com/microsoft/content-processing-solution-accelerator/releases/tag/v2.1.1","title":"microsoft/content-processing-solution-accelerator v2.1.1","context":"microsoft/content-processing-solution-accelerator","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:06:46+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"5271de48-ab99-4310-8d2c-174188866071","url":"https://onlylabs.fyi/signals/5271de48-ab99-4310-8d2c-174188866071","source_url":"https://github.com/microsoft/CsWin32/releases/tag/v0.3.287","title":"microsoft/CsWin32 v0.3.287","context":"microsoft/CsWin32","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T04:22:28+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"6adcd577-5563-4fd8-85dd-268919492cf0","url":"https://onlylabs.fyi/signals/6adcd577-5563-4fd8-85dd-268919492cf0","source_url":"https://github.com/microsoft/sqltoolsservice/releases/tag/6.0.20260610.1","title":"microsoft/sqltoolsservice 6.0.20260610.1","context":"microsoft/sqltoolsservice","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T23:57:44+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"7557f4d3-5544-422b-b39d-1e668cb0dfa5","url":"https://onlylabs.fyi/signals/7557f4d3-5544-422b-b39d-1e668cb0dfa5","source_url":"https://github.com/microsoft/agent-framework/releases/tag/dotnet-1.10.0","title":"microsoft/agent-framework dotnet-1.10.0","context":"microsoft/agent-framework","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:50:17+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"},{"id":"e18f0e7d-b1df-421e-a845-19cad8151a11","url":"https://onlylabs.fyi/signals/e18f0e7d-b1df-421e-a845-19cad8151a11","source_url":"https://github.com/microsoft/ai4s-jobq/releases/tag/v3.13.1","title":"microsoft/ai4s-jobq v3.13.1","context":"microsoft/ai4s-jobq","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-10T17:19:31+00:00","first_seen_at":"2026-06-11T07:01:13.026392+00:00","date_source":"source"}]}