{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/Entra-POCAdvisor","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1898afc4-fc7c-4245-aa65-d54ddc5c586d","json_url":"https://onlylabs.fyi/signals/1898afc4-fc7c-4245-aa65-d54ddc5c586d/signal.json","generated_at":"2026-06-11T02:51:41.04675+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/1898afc4-fc7c-4245-aa65-d54ddc5c586d","signal_json":"https://onlylabs.fyi/signals/1898afc4-fc7c-4245-aa65-d54ddc5c586d/signal.json","source":"https://github.com/microsoft/Entra-POCAdvisor","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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/Entra-POCAdvisor (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/Entra-POCAdvisor · language Python · Low traction, routine repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/Entra-POCAdvisor","source_host":"github.com","occurred_at":"2026-04-15T17:24:35+00:00","first_seen_at":"2026-06-06T01:49:41.740219+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/Entra-POCAdvisor","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Low traction, routine repo","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"deployment","source":"radar"},{"label":"Watch 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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: Product and customer?","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 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implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Entra-POCAdvisor","text":"Microsoft published repo microsoft/Entra-POCAdvisor."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"is classified as","object":"repo signal","text":"microsoft/Entra-POCAdvisor is classified as repo signal."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"belongs to","object":"repos desk","text":"microsoft/Entra-POCAdvisor belongs to repos desk."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has context","object":"Python","text":"microsoft/Entra-POCAdvisor has context Python."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Entra-POCAdvisor has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/Entra-POCAdvisor matches data-business lanes Product and customer."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has captured page count","object":"1","text":"microsoft/Entra-POCAdvisor has captured page count 1."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has readable page count","object":"1","text":"microsoft/Entra-POCAdvisor has readable page count 1."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has related signal count","object":"6","text":"microsoft/Entra-POCAdvisor has related signal count 6."},{"subject":"microsoft/Entra-POCAdvisor","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/Entra-POCAdvisor 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/Entra-POCAdvisor","predicate":"has source host","object":"github.com","text":"microsoft/Entra-POCAdvisor has source host github.com."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has lab","object":"Microsoft","text":"microsoft/Entra-POCAdvisor has lab Microsoft."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has signal desk","object":"repos","text":"microsoft/Entra-POCAdvisor has signal desk repos."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has source host","object":"github.com","text":"microsoft/Entra-POCAdvisor has source host github.com."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has repository","object":"microsoft/Entra-POCAdvisor","text":"microsoft/Entra-POCAdvisor has repository microsoft/Entra-POCAdvisor."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has language","object":"Python","text":"microsoft/Entra-POCAdvisor has language Python."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Entra-POCAdvisor · language Python · Low traction, routine repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Entra-POCAdvisor","text":"Microsoft published repo microsoft/Entra-POCAdvisor."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"is classified as","object":"repo signal","text":"microsoft/Entra-POCAdvisor is classified as repo signal."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"belongs to","object":"repos desk","text":"microsoft/Entra-POCAdvisor belongs to repos desk."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has context","object":"Python","text":"microsoft/Entra-POCAdvisor has context Python."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Entra-POCAdvisor has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Entra-POCAdvisor","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/Entra-POCAdvisor matches data-business lanes Product and customer."}]},"signal":{"id":"1898afc4-fc7c-4245-aa65-d54ddc5c586d","url":"https://onlylabs.fyi/signals/1898afc4-fc7c-4245-aa65-d54ddc5c586d","json_url":"https://onlylabs.fyi/signals/1898afc4-fc7c-4245-aa65-d54ddc5c586d/signal.json","source_url":"https://github.com/microsoft/Entra-POCAdvisor","title":"microsoft/Entra-POCAdvisor","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":"2026-04-15T17:24:35+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/Entra-POCAdvisor"]},"facets":{"repo":"microsoft/Entra-POCAdvisor","language":"Python"},"traction":{"github_stars":5,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":14,"matched_terms":["deployment"],"reason":"Microsoft has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/microsoft/Entra-POCAdvisor","final_url":"https://github.com/microsoft/Entra-POCAdvisor","title":"microsoft/Entra-POCAdvisor repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:41.04675+00:00","bytes":28617,"raw_path":"bd9d2573093c5177968c5d1fdefbf3841d9c5cd8a07470080bf15d3157d40311.json","content_hash":"14ee5acecb784bbb2ff1656bca2b72e7377517a135b1812d149df93b022be3d0","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/Entra-POCAdvisor Description: A GitHub Copilot Skill that guides Microsoft Entra administrators through proof-of-concept deployments of the Microsoft Entra Suite License: MIT Stars: 6 Forks: 4 Open issues: 0 Created: 2026-04-15T17:24:35Z Pushed: 2026-06-09T15:42:27Z Default branch: master Fork: no Archived: no README: Entra-POCAdvisor A [GitHub Copilot Skill](https://docs.github.com/en/copilot/customizing-copilot/copilot-extensions/building-copilot-skills) that guides Microsoft Entra administrators through proof-of-concept deployments of the Microsoft Entra Suite. It provides expert advisory, configuration guidance, and documentation generation — all through a conversational-first approach. Overview Entra-POCAdvisor is designed for **Entra administrators** who need to plan, configure, validate, and document POC deployments across the Microsoft Entra Suite. Instead of generating outputs immediately, the assistant engages you in conversation: it asks clarifying questions, surfaces considerations you may not have thought of, recommends best practices, and helps you think through your POC strategy before producing any artifacts. 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It provides expert advisory, configuration guidance, and documentation generation — all through a conversational-first approach. Overview Entra-POCAdvisor is designed for **Entra administrators** who need to plan, configure, validate, and document POC deployments across the Microsoft Entra Suite. Instead of generating outputs immediately, the assistant engages you in conversation: it asks clarifying questions, surfaces considerations you may not have thought of, recommends best practices, and helps you think through your POC strategy before producing any artifacts. When you're ready, it generates..."}],"related_signals":[{"id":"8afe79f4-378b-4748-9e2a-3cf5e3253fdb","url":"https://onlylabs.fyi/signals/8afe79f4-378b-4748-9e2a-3cf5e3253fdb","source_url":"https://github.com/microsoft/Dev-Trio","title":"microsoft/Dev-Trio","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-08T03:41:01+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source"},{"id":"9e75fa50-dba7-4b77-9faf-166c323e3dff","url":"https://onlylabs.fyi/signals/9e75fa50-dba7-4b77-9faf-166c323e3dff","source_url":"https://github.com/microsoft/amplifier-app-paperclip","title":"microsoft/amplifier-app-paperclip","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T21:13:41+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"76cacf33-54b2-4074-bec0-23944d8fb67c","url":"https://onlylabs.fyi/signals/76cacf33-54b2-4074-bec0-23944d8fb67c","source_url":"https://github.com/microsoft/create-github-app-token-via-key-vault","title":"microsoft/create-github-app-token-via-key-vault","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T18:22:49+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"51a9ec5d-5f14-45d9-b57a-db362b5d1ace","url":"https://onlylabs.fyi/signals/51a9ec5d-5f14-45d9-b57a-db362b5d1ace","source_url":"https://github.com/microsoft/fabric-org-app-template","title":"microsoft/fabric-org-app-template","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T18:26:42+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"f26025da-153f-4d27-851c-7b4892602810","url":"https://onlylabs.fyi/signals/f26025da-153f-4d27-851c-7b4892602810","source_url":"https://github.com/microsoft/amplifier-bundle-amplifier-online","title":"microsoft/amplifier-bundle-amplifier-online","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T17:26:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"}]}