{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/PR-Metrics v1.7.7","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573","json_url":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573/signal.json","generated_at":"2026-06-27T03:37:37.105Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:35.511753+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/2f547c51-01fe-4213-b296-a09afe474573","signal_json":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573/signal.json","source":"https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7","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/PR-Metrics v1.7.7 (microsoft/PR-Metrics). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7","source_host":"github.com","occurred_at":"2025-10-29T14:57:43+00:00","first_seen_at":"2026-06-26T23:54:35.511753+00:00","date_source":"source","context":"microsoft/PR-Metrics"},"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/PR-Metrics","source":"source"},{"label":"Release","value":"Release v1.7.7","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573/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/2f547c51-01fe-4213-b296-a09afe474573/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7","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":false},{"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/PR-Metrics v1.7.7\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/PR-Metrics v1.7.7","text":"Microsoft released microsoft/PR-Metrics v1.7.7."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"is classified as","object":"release signal","text":"microsoft/PR-Metrics v1.7.7 is classified as release signal."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"belongs to","object":"releases desk","text":"microsoft/PR-Metrics v1.7.7 belongs to releases desk."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has context","object":"microsoft/PR-Metrics","text":"microsoft/PR-Metrics v1.7.7 has context microsoft/PR-Metrics."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PR-Metrics v1.7.7 has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has captured page count","object":"0","text":"microsoft/PR-Metrics v1.7.7 has captured page count 0."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has readable page count","object":"0","text":"microsoft/PR-Metrics v1.7.7 has readable page count 0."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has related signal count","object":"6","text":"microsoft/PR-Metrics v1.7.7 has related signal count 6."},{"subject":"microsoft/PR-Metrics v1.7.7","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/PR-Metrics v1.7.7 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has source host","object":"github.com","text":"microsoft/PR-Metrics v1.7.7 has source host github.com."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has lab","object":"Microsoft","text":"microsoft/PR-Metrics v1.7.7 has lab Microsoft."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has signal desk","object":"releases","text":"microsoft/PR-Metrics v1.7.7 has signal desk releases."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has source host","object":"github.com","text":"microsoft/PR-Metrics v1.7.7 has source host github.com."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has repository","object":"microsoft/PR-Metrics","text":"microsoft/PR-Metrics v1.7.7 has repository microsoft/PR-Metrics."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has release","object":"Release v1.7.7","text":"microsoft/PR-Metrics v1.7.7 has release Release v1.7.7."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/PR-Metrics v1.7.7 (microsoft/PR-Metrics). This release signal is evidence of what shipped, changed, or was packaged for users. onlylabs links this event to 0 captured evidence pages and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/PR-Metrics v1.7.7","text":"Microsoft released microsoft/PR-Metrics v1.7.7."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"is classified as","object":"release signal","text":"microsoft/PR-Metrics v1.7.7 is classified as release signal."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"belongs to","object":"releases desk","text":"microsoft/PR-Metrics v1.7.7 belongs to releases desk."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has context","object":"microsoft/PR-Metrics","text":"microsoft/PR-Metrics v1.7.7 has context microsoft/PR-Metrics."},{"subject":"microsoft/PR-Metrics v1.7.7","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/PR-Metrics v1.7.7 has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"2f547c51-01fe-4213-b296-a09afe474573","url":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573","json_url":"https://onlylabs.fyi/signals/2f547c51-01fe-4213-b296-a09afe474573/signal.json","source_url":"https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7","title":"microsoft/PR-Metrics v1.7.7","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/PR-Metrics","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-10-29T14:57:43+00:00","first_seen_at":"2026-06-26T23:54:35.511753+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/PR-Metrics/releases/tag/v1.7.7"]},"facets":{"repo":"microsoft/PR-Metrics"},"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":null,"evidence_pages":[],"related_signals":[{"id":"7edfdc1b-a871-4f13-bf42-757866d037e7","url":"https://onlylabs.fyi/signals/7edfdc1b-a871-4f13-bf42-757866d037e7","source_url":"https://github.com/microsoft/azure-linux-image-tools/releases/tag/v1.5.0","title":"microsoft/azure-linux-image-tools v1.5.0","context":"microsoft/azure-linux-image-tools","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:29:28+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"fa8f6ee5-0f3e-49dd-83b0-0217648c771e","url":"https://onlylabs.fyi/signals/fa8f6ee5-0f3e-49dd-83b0-0217648c771e","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/v0.5.0","title":"microsoft/agent-host-protocol v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:49+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"9cdbc2e5-de33-4579-ba60-21735ca54836","url":"https://onlylabs.fyi/signals/9cdbc2e5-de33-4579-ba60-21735ca54836","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/clients/go/v0.5.0","title":"microsoft/agent-host-protocol clients/go/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:23:24+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"7e86312d-15ee-4778-8358-6e39e38e3a14","url":"https://onlylabs.fyi/signals/7e86312d-15ee-4778-8358-6e39e38e3a14","source_url":"https://github.com/microsoft/agent-host-protocol/releases/tag/spec/v0.5.0","title":"microsoft/agent-host-protocol spec/v0.5.0","context":"microsoft/agent-host-protocol","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T23:22:30+00:00","first_seen_at":"2026-06-26T23:50:36.547368+00:00","date_source":"source"},{"id":"c211d32e-594f-4498-aa88-35f06c397f59","url":"https://onlylabs.fyi/signals/c211d32e-594f-4498-aa88-35f06c397f59","source_url":"https://github.com/microsoft/project-osmos/releases/tag/v0.4.4","title":"microsoft/project-osmos v0.4.4","context":"microsoft/project-osmos","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:48:30+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"},{"id":"a899db64-6fbb-40d1-b69e-d9ae58843c51","url":"https://onlylabs.fyi/signals/a899db64-6fbb-40d1-b69e-d9ae58843c51","source_url":"https://github.com/microsoft/vcpkg/releases/tag/2026.06.24","title":"microsoft/vcpkg 2026.06.24","context":"microsoft/vcpkg","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T22:24:29+00:00","first_seen_at":"2026-06-26T23:50:36.665541+00:00","date_source":"source"}]}