{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/vscode-flake8 v2026.7.11631004","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c2dcf27a-3acb-47fe-8219-4aac0fe36116","json_url":"https://onlylabs.fyi/signals/c2dcf27a-3acb-47fe-8219-4aac0fe36116/signal.json","generated_at":"2026-06-27T02:57:14.378Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:50:37.101972+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/c2dcf27a-3acb-47fe-8219-4aac0fe36116","signal_json":"https://onlylabs.fyi/signals/c2dcf27a-3acb-47fe-8219-4aac0fe36116/signal.json","source":"https://github.com/microsoft/vscode-flake8/releases/tag/v2026.7.11631004","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/vscode-flake8 v2026.7.11631004 (microsoft/vscode-flake8). 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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/c2dcf27a-3acb-47fe-8219-4aac0fe36116/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/vscode-flake8/releases/tag/v2026.7.11631004","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/vscode-flake8 v2026.7.11631004\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/vscode-flake8 v2026.7.11631004","text":"Microsoft released microsoft/vscode-flake8 v2026.7.11631004."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"is classified as","object":"release signal","text":"microsoft/vscode-flake8 v2026.7.11631004 is classified as release signal."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"belongs to","object":"releases desk","text":"microsoft/vscode-flake8 v2026.7.11631004 belongs to releases desk."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has context","object":"microsoft/vscode-flake8","text":"microsoft/vscode-flake8 v2026.7.11631004 has context microsoft/vscode-flake8."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"microsoft/vscode-flake8 v2026.7.11631004 has evidence coverage 0 captured evidence pages."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has captured page count","object":"0","text":"microsoft/vscode-flake8 v2026.7.11631004 has captured page count 0."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has readable page count","object":"0","text":"microsoft/vscode-flake8 v2026.7.11631004 has readable page count 0."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has related signal count","object":"6","text":"microsoft/vscode-flake8 v2026.7.11631004 has related signal count 6."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","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/vscode-flake8 v2026.7.11631004 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has source host","object":"github.com","text":"microsoft/vscode-flake8 v2026.7.11631004 has source host github.com."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has lab","object":"Microsoft","text":"microsoft/vscode-flake8 v2026.7.11631004 has lab Microsoft."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has signal desk","object":"releases","text":"microsoft/vscode-flake8 v2026.7.11631004 has signal desk releases."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has source host","object":"github.com","text":"microsoft/vscode-flake8 v2026.7.11631004 has source host github.com."},{"subject":"microsoft/vscode-flake8 v2026.7.11631004","predicate":"has repository","object":"microsoft/vscode-flake8","text":"microsoft/vscode-flake8 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