{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/microbots v0.0.15","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f","json_url":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f/signal.json","generated_at":"2026-06-11T03:44:08.041019+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/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f","signal_json":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f/signal.json","source":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","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/microbots v0.0.15 (microsoft/microbots). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release by Microsoft, no traction · v0.0.15 Repository: microsoft/microbots Tag: v0.0.15 Published: 2026-03-26T08:42:35Z Prerelease: no Release notes: What's Changed * Add summarize_context capability for.... 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/microbots/releases/tag/v0.0.15","source_host":"github.com","occurred_at":"2026-03-26T08:42:35+00:00","first_seen_at":"2026-06-06T01:49:41.740219+00:00","date_source":"source","context":"microsoft/microbots"},"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/microbots","source":"source"},{"label":"Release","value":"v0.0.15","source":"source"},{"label":"Notability","value":"Routine minor release by Microsoft, no traction","source":"signal"},{"label":"Watch term","value":"Agents and tool use","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/microbots/releases/tag/v0.0.15"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:44:08.041019+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f/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/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","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/microbots v0.0.15\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/microbots v0.0.15","text":"Microsoft released microsoft/microbots v0.0.15."},{"subject":"microsoft/microbots v0.0.15","predicate":"is classified as","object":"release signal","text":"microsoft/microbots v0.0.15 is classified as release signal."},{"subject":"microsoft/microbots v0.0.15","predicate":"belongs to","object":"releases desk","text":"microsoft/microbots v0.0.15 belongs to releases desk."},{"subject":"microsoft/microbots v0.0.15","predicate":"has context","object":"microsoft/microbots","text":"microsoft/microbots v0.0.15 has context microsoft/microbots."},{"subject":"microsoft/microbots v0.0.15","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/microbots v0.0.15 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/microbots v0.0.15","predicate":"has captured page count","object":"1","text":"microsoft/microbots v0.0.15 has captured page count 1."},{"subject":"microsoft/microbots v0.0.15","predicate":"has readable page count","object":"1","text":"microsoft/microbots v0.0.15 has readable page count 1."},{"subject":"microsoft/microbots v0.0.15","predicate":"has related signal count","object":"6","text":"microsoft/microbots v0.0.15 has related signal count 6."},{"subject":"microsoft/microbots v0.0.15","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/microbots v0.0.15 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/microbots v0.0.15","predicate":"has source host","object":"github.com","text":"microsoft/microbots v0.0.15 has source host github.com."},{"subject":"microsoft/microbots v0.0.15","predicate":"has lab","object":"Microsoft","text":"microsoft/microbots v0.0.15 has lab Microsoft."},{"subject":"microsoft/microbots v0.0.15","predicate":"has signal desk","object":"releases","text":"microsoft/microbots v0.0.15 has signal desk releases."},{"subject":"microsoft/microbots v0.0.15","predicate":"has source host","object":"github.com","text":"microsoft/microbots v0.0.15 has source host github.com."},{"subject":"microsoft/microbots v0.0.15","predicate":"has repository","object":"microsoft/microbots","text":"microsoft/microbots v0.0.15 has repository microsoft/microbots."},{"subject":"microsoft/microbots v0.0.15","predicate":"has release","object":"v0.0.15","text":"microsoft/microbots v0.0.15 has release v0.0.15."},{"subject":"microsoft/microbots v0.0.15","predicate":"has notability","object":"Routine minor release by Microsoft, no traction","text":"microsoft/microbots v0.0.15 has notability Routine minor release by Microsoft, no traction."},{"subject":"microsoft/microbots v0.0.15","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/microbots v0.0.15 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/microbots v0.0.15 (microsoft/microbots). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine minor release by Microsoft, no traction · v0.0.15 Repository: microsoft/microbots Tag: v0.0.15 Published: 2026-03-26T08:42:35Z Prerelease: no Release notes: What's Changed * Add summarize_context capability for.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/microbots v0.0.15","text":"Microsoft released microsoft/microbots v0.0.15."},{"subject":"microsoft/microbots v0.0.15","predicate":"is classified as","object":"release signal","text":"microsoft/microbots v0.0.15 is classified as release signal."},{"subject":"microsoft/microbots v0.0.15","predicate":"belongs to","object":"releases desk","text":"microsoft/microbots v0.0.15 belongs to releases desk."},{"subject":"microsoft/microbots v0.0.15","predicate":"has context","object":"microsoft/microbots","text":"microsoft/microbots v0.0.15 has context microsoft/microbots."},{"subject":"microsoft/microbots v0.0.15","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/microbots v0.0.15 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f","url":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f","json_url":"https://onlylabs.fyi/signals/f6c404f0-2ecb-4d2a-9416-ae8f11e73d1f/signal.json","source_url":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","title":"microsoft/microbots v0.0.15","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/microbots","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-26T08:42:35+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/microbots/releases/tag/v0.0.15"]},"facets":{"repo":"microsoft/microbots"},"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/microbots/releases/tag/v0.0.15","final_url":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","title":"microsoft/microbots v0.0.15","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:44:08.041019+00:00","bytes":3495,"raw_path":"8e7efb80080f1420139485caeffc07967018dd67e9869396ce2c0bf8c1b9176e.json","content_hash":"388f5e410f07e5072c33e5cc27c90d1f72e25c0d5228485b6de5c366d85d8085","excerpt_chars":1200,"truncated":true,"excerpt":"v0.0.15 Repository: microsoft/microbots Tag: v0.0.15 Published: 2026-03-26T08:42:35Z Prerelease: no Release notes: What's Changed * Add summarize_context capability for allowing LLM to maintain it's own context window by @0xba1a in https://github.com/microsoft/microbots/pull/96 * Bump aiohttp from 3.12.15 to 3.13.3 by @dependabot[bot] in https://github.com/microsoft/microbots/pull/97 * Recover shell after command timeout to prevent unresponsive state by @KavyaSree2610 in https://github.com/microsoft/microbots/pull/98 * Add swe-bench test - Not to run in regular PRs by @0xba1a in https://github.com/microsoft/microbots/pull/100 * Reorganize tool hierarchy to introduce ExternalTool in the future by @0xba1a in https://github.com/microsoft/microbots/pull/109 * Add external Tool and introduce `microbots` as a sub-agent external tool for sub tasks by @0xba1a in https://github.com/microsoft/microbots/pull/111 * Update CELA recommendations by @0xba1a in https://github.com/microsoft/microbots/pull/118 * Add generic memory tool by @KavyaSree2610 in https://github.com/microsoft/microbots/pull/120 * Enable GitHub pages for Microbots by @0xba1a in https://github.com/microsoft/microbots/pull/121..."},"evidence_pages":[{"url":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","final_url":"https://github.com/microsoft/microbots/releases/tag/v0.0.15","title":"microsoft/microbots v0.0.15","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:44:08.041019+00:00","bytes":3495,"raw_path":"8e7efb80080f1420139485caeffc07967018dd67e9869396ce2c0bf8c1b9176e.json","content_hash":"388f5e410f07e5072c33e5cc27c90d1f72e25c0d5228485b6de5c366d85d8085","excerpt_chars":1200,"truncated":true,"excerpt":"v0.0.15 Repository: microsoft/microbots Tag: v0.0.15 Published: 2026-03-26T08:42:35Z Prerelease: no Release notes: What's Changed * Add summarize_context capability for allowing LLM to maintain it's own context window by @0xba1a in https://github.com/microsoft/microbots/pull/96 * Bump aiohttp from 3.12.15 to 3.13.3 by @dependabot[bot] in https://github.com/microsoft/microbots/pull/97 * Recover shell after command timeout to prevent unresponsive state by @KavyaSree2610 in https://github.com/microsoft/microbots/pull/98 * Add swe-bench test - Not to run in regular PRs by @0xba1a in https://github.com/microsoft/microbots/pull/100 * Reorganize tool hierarchy to introduce ExternalTool in the future by @0xba1a in https://github.com/microsoft/microbots/pull/109 * Add external Tool and introduce `microbots` as a sub-agent external tool for sub tasks by @0xba1a in https://github.com/microsoft/microbots/pull/111 * Update CELA recommendations by @0xba1a in https://github.com/microsoft/microbots/pull/118 * Add generic memory tool by @KavyaSree2610 in https://github.com/microsoft/microbots/pull/120 * Enable GitHub pages for Microbots by @0xba1a in https://github.com/microsoft/microbots/pull/121..."}],"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"}]}