{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/Forge v1.0.57","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b","json_url":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b/signal.json","generated_at":"2026-06-26T23:20:42.662Z","evidence_latest_fetched_at":"2026-06-13T07:02:01.160552+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+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/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b","signal_json":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b/signal.json","source":"https://github.com/microsoft/Forge/releases/tag/v1.0.57","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/Forge v1.0.57 (microsoft/Forge). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor patch release of existing repo, low community traction. · v1.0.57 Repository: microsoft/Forge Tag: v1.0.57 Published: 2021-03-04T19:56:21Z Prerelease: no Release notes: New Features *.... 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/Forge/releases/tag/v1.0.57","source_host":"github.com","occurred_at":"2021-03-04T19:56:21+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"microsoft/Forge"},"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/Forge","source":"source"},{"label":"Release","value":"v1.0.57","source":"source"},{"label":"Notability","value":"Minor patch release of existing repo, low community traction.","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/Forge/releases/tag/v1.0.57"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-13T07:02:01.160552+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b/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/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Forge/releases/tag/v1.0.57","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/Forge v1.0.57\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Forge v1.0.57","text":"Microsoft released microsoft/Forge v1.0.57."},{"subject":"microsoft/Forge v1.0.57","predicate":"is classified as","object":"release signal","text":"microsoft/Forge v1.0.57 is classified as release signal."},{"subject":"microsoft/Forge v1.0.57","predicate":"belongs to","object":"releases desk","text":"microsoft/Forge v1.0.57 belongs to releases desk."},{"subject":"microsoft/Forge v1.0.57","predicate":"has context","object":"microsoft/Forge","text":"microsoft/Forge v1.0.57 has context microsoft/Forge."},{"subject":"microsoft/Forge v1.0.57","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Forge v1.0.57 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Forge v1.0.57","predicate":"has captured page count","object":"1","text":"microsoft/Forge v1.0.57 has captured page count 1."},{"subject":"microsoft/Forge v1.0.57","predicate":"has readable page count","object":"1","text":"microsoft/Forge v1.0.57 has readable page count 1."},{"subject":"microsoft/Forge v1.0.57","predicate":"has related signal count","object":"6","text":"microsoft/Forge v1.0.57 has related signal count 6."},{"subject":"microsoft/Forge v1.0.57","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/Forge v1.0.57 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/Forge v1.0.57","predicate":"has source host","object":"github.com","text":"microsoft/Forge v1.0.57 has source host github.com."},{"subject":"microsoft/Forge v1.0.57","predicate":"has lab","object":"Microsoft","text":"microsoft/Forge v1.0.57 has lab Microsoft."},{"subject":"microsoft/Forge v1.0.57","predicate":"has signal desk","object":"releases","text":"microsoft/Forge v1.0.57 has signal desk releases."},{"subject":"microsoft/Forge v1.0.57","predicate":"has source host","object":"github.com","text":"microsoft/Forge v1.0.57 has source host github.com."},{"subject":"microsoft/Forge v1.0.57","predicate":"has repository","object":"microsoft/Forge","text":"microsoft/Forge v1.0.57 has repository microsoft/Forge."},{"subject":"microsoft/Forge v1.0.57","predicate":"has release","object":"v1.0.57","text":"microsoft/Forge v1.0.57 has release v1.0.57."},{"subject":"microsoft/Forge v1.0.57","predicate":"has notability","object":"Minor patch release of existing repo, low community traction.","text":"microsoft/Forge v1.0.57 has notability Minor patch release of existing repo, low community traction.."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/Forge v1.0.57 (microsoft/Forge). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor patch release of existing repo, low community traction. · v1.0.57 Repository: microsoft/Forge Tag: v1.0.57 Published: 2021-03-04T19:56:21Z Prerelease: no Release notes: New Features *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/Forge v1.0.57","text":"Microsoft released microsoft/Forge v1.0.57."},{"subject":"microsoft/Forge v1.0.57","predicate":"is classified as","object":"release signal","text":"microsoft/Forge v1.0.57 is classified as release signal."},{"subject":"microsoft/Forge v1.0.57","predicate":"belongs to","object":"releases desk","text":"microsoft/Forge v1.0.57 belongs to releases desk."},{"subject":"microsoft/Forge v1.0.57","predicate":"has context","object":"microsoft/Forge","text":"microsoft/Forge v1.0.57 has context microsoft/Forge."},{"subject":"microsoft/Forge v1.0.57","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Forge v1.0.57 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f750f04b-5d5f-4d76-9f7b-ce890fa8f11b","url":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b","json_url":"https://onlylabs.fyi/signals/f750f04b-5d5f-4d76-9f7b-ce890fa8f11b/signal.json","source_url":"https://github.com/microsoft/Forge/releases/tag/v1.0.57","title":"microsoft/Forge v1.0.57","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/Forge","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2021-03-04T19:56:21+00:00","first_seen_at":"2026-06-13T07:00:27.571701+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/Forge/releases/tag/v1.0.57"]},"facets":{"repo":"microsoft/Forge"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/Forge/releases/tag/v1.0.57","final_url":"https://github.com/microsoft/Forge/releases/tag/v1.0.57","title":"microsoft/Forge v1.0.57","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:02:01.160552+00:00","bytes":4111,"raw_path":"efdbc1b19e46ab9144416c432400647b9859d1d9d4eb3e0b287190faf1c0b611.json","content_hash":"17f71b4bc912c56f42142965392489b159f892a941ef5ab489779f3f1ddeb46c","excerpt_chars":1200,"truncated":true,"excerpt":"v1.0.57 Repository: microsoft/Forge Tag: v1.0.57 Published: 2021-03-04T19:56:21Z Prerelease: no Release notes: New Features * [PR](https://github.com/microsoft/Forge/pull/40) - **NET Standard 2.0** support added. Find the dll in the same NuGet package under \\lib\\netstandard2.0\\Microsoft.Forge.TreeWalker.dll * [PR](https://github.com/microsoft/Forge/pull/40) - **.pdb** symbols file added to support better debugging. * [PR](https://github.com/microsoft/Forge/pull/35) - Added **ITreeWalkerCallbacksV2**. The BeforeVisitNode and AfterVisitNode methods now use the TreeNodeContext parameter. New properties can now be added without it being a breaking change. (by @zhengmu) * [PR](https://github.com/microsoft/Forge/pull/32) - **CurrentNodeSkipActionContext** feature added to TreeNodeContext. When set, the tree walker will skip all actions defined in the current tree node, and proceed to AfterVisitNode then ChildSelector. Update this property inside BeforeVisitNode if you wish to use this feature for the current tree node. The string context is available to check in the current TreeNode's ChildSelector via Session.GetCurrentNodeSkipActionContext(). (by @zhengmu) --- Enhancements *..."},"evidence_pages":[],"related_signals":[{"id":"6ec2a927-3845-4050-9237-3a5163e090ea","url":"https://onlylabs.fyi/signals/6ec2a927-3845-4050-9237-3a5163e090ea","source_url":"https://github.com/microsoft/vscode-java-test/releases/tag/0.46.0","title":"microsoft/vscode-java-test 0.46.0","context":"microsoft/vscode-java-test","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T05:45:34+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"4d12bc3c-ce5e-4930-a775-fba5de2844e4","url":"https://onlylabs.fyi/signals/4d12bc3c-ce5e-4930-a775-fba5de2844e4","source_url":"https://github.com/microsoft/vscode-maven/releases/tag/v0.45.3","title":"microsoft/vscode-maven v0.45.3","context":"microsoft/vscode-maven","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:42+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","url":"https://onlylabs.fyi/signals/0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","source_url":"https://github.com/microsoft/java-debug/releases/tag/0.53.2","title":"microsoft/java-debug 0.53.2","context":"microsoft/java-debug","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:41+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"83fceda9-676d-4948-85f3-e9b17c7bc866","url":"https://onlylabs.fyi/signals/83fceda9-676d-4948-85f3-e9b17c7bc866","source_url":"https://github.com/microsoft/build-server-for-gradle/releases/tag/0.4.0","title":"microsoft/build-server-for-gradle 0.4.0","context":"microsoft/build-server-for-gradle","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:39+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"879e2030-2dad-405d-91ca-abb1ded41f21","url":"https://onlylabs.fyi/signals/879e2030-2dad-405d-91ca-abb1ded41f21","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-test-harness_v0.4.0","title":"microsoft/fast @microsoft/fast-test-harness_v0.4.0","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:47+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"37c6780f-e533-4cdb-a19b-298f0724db22","url":"https://onlylabs.fyi/signals/37c6780f-e533-4cdb-a19b-298f0724db22","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-router_v1.0.0-alpha.31","title":"microsoft/fast @microsoft/fast-router_v1.0.0-alpha.31","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:44+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"}]}