{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/agent-governance-toolkit","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1","json_url":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1/signal.json","generated_at":"2026-06-11T02:52:46.346771+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/2d11e880-b696-4215-b8d7-ac7360ecf2d1","signal_json":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1/signal.json","source":"https://github.com/microsoft/agent-governance-toolkit","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/agent-governance-toolkit (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/agent-governance-toolkit · language Python · Substantial new repo, high stars, from major lab.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/agent-governance-toolkit","source_host":"github.com","occurred_at":"2026-03-02T22:11:47+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/agent-governance-toolkit","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"4,198","source":"traction"},{"label":"Notability","value":"Substantial new repo, high stars, from major lab.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"reliability","source":"radar"},{"label":"Matched term","value":"trust","source":"radar"},{"label":"Matched term","value":"policy","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/agent-governance-toolkit"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:52:46.346771+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["reliability","trust","policy"],"score":28,"reason":"Microsoft has a repo signal matching infrastructure, safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Infrastructure, Safety and policy?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/agent-governance-toolkit","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"microsoft/agent-governance-toolkit\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/agent-governance-toolkit","text":"Microsoft published repo microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit","predicate":"is classified as","object":"repo signal","text":"microsoft/agent-governance-toolkit is classified as repo signal."},{"subject":"microsoft/agent-governance-toolkit","predicate":"belongs to","object":"repos desk","text":"microsoft/agent-governance-toolkit belongs to repos desk."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has context","object":"Python","text":"microsoft/agent-governance-toolkit has context Python."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agent-governance-toolkit has evidence coverage 1 captured evidence page."},{"subject":"microsoft/agent-governance-toolkit","predicate":"matches data-business lanes","object":"Infrastructure, Safety and policy","text":"microsoft/agent-governance-toolkit matches data-business lanes Infrastructure, Safety and policy."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has captured page count","object":"1","text":"microsoft/agent-governance-toolkit has captured page count 1."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has readable page count","object":"1","text":"microsoft/agent-governance-toolkit has readable page count 1."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has related signal count","object":"6","text":"microsoft/agent-governance-toolkit has related signal count 6."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"microsoft/agent-governance-toolkit has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has source host","object":"github.com","text":"microsoft/agent-governance-toolkit has source host github.com."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has lab","object":"Microsoft","text":"microsoft/agent-governance-toolkit has lab Microsoft."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has signal desk","object":"repos","text":"microsoft/agent-governance-toolkit has signal desk repos."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has source host","object":"github.com","text":"microsoft/agent-governance-toolkit has source host github.com."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has repository","object":"microsoft/agent-governance-toolkit","text":"microsoft/agent-governance-toolkit has repository microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has language","object":"Python","text":"microsoft/agent-governance-toolkit has language Python."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has stars","object":"4,198","text":"microsoft/agent-governance-toolkit has stars 4,198."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has notability","object":"Substantial new repo, high stars, from major lab.","text":"microsoft/agent-governance-toolkit has notability Substantial new repo, high stars, from major lab.."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/agent-governance-toolkit has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/agent-governance-toolkit (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/agent-governance-toolkit · language Python · Substantial new repo, high stars, from major lab.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/agent-governance-toolkit","text":"Microsoft published repo microsoft/agent-governance-toolkit."},{"subject":"microsoft/agent-governance-toolkit","predicate":"is classified as","object":"repo signal","text":"microsoft/agent-governance-toolkit is classified as repo signal."},{"subject":"microsoft/agent-governance-toolkit","predicate":"belongs to","object":"repos desk","text":"microsoft/agent-governance-toolkit belongs to repos desk."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has context","object":"Python","text":"microsoft/agent-governance-toolkit has context Python."},{"subject":"microsoft/agent-governance-toolkit","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agent-governance-toolkit has evidence coverage 1 captured evidence page."},{"subject":"microsoft/agent-governance-toolkit","predicate":"matches data-business lanes","object":"Infrastructure, Safety and policy","text":"microsoft/agent-governance-toolkit matches data-business lanes Infrastructure, Safety and policy."}]},"signal":{"id":"2d11e880-b696-4215-b8d7-ac7360ecf2d1","url":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1","json_url":"https://onlylabs.fyi/signals/2d11e880-b696-4215-b8d7-ac7360ecf2d1/signal.json","source_url":"https://github.com/microsoft/agent-governance-toolkit","title":"microsoft/agent-governance-toolkit","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-03-02T22:11:47+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/agent-governance-toolkit"]},"facets":{"repo":"microsoft/agent-governance-toolkit","language":"Python"},"traction":{"github_stars":4198,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":28,"matched_terms":["reliability","trust","policy"],"reason":"Microsoft has a repo signal matching infrastructure, safety and policy."}},"primary_evidence_page":{"url":"https://github.com/microsoft/agent-governance-toolkit","final_url":"https://github.com/microsoft/agent-governance-toolkit","title":"microsoft/agent-governance-toolkit repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:46.346771+00:00","bytes":33223,"raw_path":null,"content_hash":"a3497a46fa640536f451ca4cd073a24c66a799cbc653d5b6d8116c49bf4c662c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/agent-governance-toolkit Description: AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. Language: Python License: MIT Stars: 4196 Forks: 580 Open issues: 73 Created: 2026-03-02T22:11:47Z Pushed: 2026-06-11T00:42:45Z Default branch: main Fork: no Archived: no README: 🌍 [English](/README.md) | [日本語](./docs/i18n/README.ja.md) | [简体中文](./docs/i18n/README.zh-CN.md) | [한국어](./docs/i18n/README.ko.md) ![Agent Governance Toolkit](docs/assets/readme-banner.svg) Agent Governance Toolkit Ship agents to production without losing sleep

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