{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/MicroHack","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b","json_url":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b/signal.json","generated_at":"2026-06-26T23:22:43.222Z","evidence_latest_fetched_at":"2026-06-24T07:04:59.207751+00:00","signal_first_seen_at":"2026-06-24T07:00:33.364532+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/791f03dd-d636-455e-bb59-715b89e1044b","signal_json":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b/signal.json","source":"https://github.com/microsoft/MicroHack","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/MicroHack (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/MicroHack · language Jupyter Notebook · Solid new repo from Microsoft with 190 stars.. 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/MicroHack","source_host":"github.com","occurred_at":"2021-11-25T09:56:33+00:00","first_seen_at":"2026-06-24T07:00:33.364532+00:00","date_source":"source","context":"Jupyter Notebook"},"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/MicroHack","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"190","source":"traction"},{"label":"Notability","value":"Solid new repo from Microsoft with 190 stars.","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"customer","source":"radar"},{"label":"Watch 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b/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: 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 workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/MicroHack","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/MicroHack\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/MicroHack","text":"Microsoft published repo microsoft/MicroHack."},{"subject":"microsoft/MicroHack","predicate":"is classified as","object":"repo signal","text":"microsoft/MicroHack is classified as repo signal."},{"subject":"microsoft/MicroHack","predicate":"belongs to","object":"repos desk","text":"microsoft/MicroHack belongs to repos desk."},{"subject":"microsoft/MicroHack","predicate":"has context","object":"Jupyter Notebook","text":"microsoft/MicroHack has context Jupyter Notebook."},{"subject":"microsoft/MicroHack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/MicroHack has evidence coverage 1 captured evidence page."},{"subject":"microsoft/MicroHack","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/MicroHack matches data-business lanes Product and customer."},{"subject":"microsoft/MicroHack","predicate":"has captured page count","object":"1","text":"microsoft/MicroHack has captured page count 1."},{"subject":"microsoft/MicroHack","predicate":"has readable page count","object":"1","text":"microsoft/MicroHack has readable page count 1."},{"subject":"microsoft/MicroHack","predicate":"has related signal count","object":"6","text":"microsoft/MicroHack has related signal count 6."},{"subject":"microsoft/MicroHack","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/MicroHack 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/MicroHack","predicate":"has source host","object":"github.com","text":"microsoft/MicroHack has source host github.com."},{"subject":"microsoft/MicroHack","predicate":"has lab","object":"Microsoft","text":"microsoft/MicroHack has lab Microsoft."},{"subject":"microsoft/MicroHack","predicate":"has signal desk","object":"repos","text":"microsoft/MicroHack has signal desk repos."},{"subject":"microsoft/MicroHack","predicate":"has source host","object":"github.com","text":"microsoft/MicroHack has source host github.com."},{"subject":"microsoft/MicroHack","predicate":"has repository","object":"microsoft/MicroHack","text":"microsoft/MicroHack has repository microsoft/MicroHack."},{"subject":"microsoft/MicroHack","predicate":"has language","object":"Jupyter Notebook","text":"microsoft/MicroHack has language Jupyter Notebook."},{"subject":"microsoft/MicroHack","predicate":"has stars","object":"190","text":"microsoft/MicroHack has stars 190."},{"subject":"microsoft/MicroHack","predicate":"has notability","object":"Solid new repo from Microsoft with 190 stars.","text":"microsoft/MicroHack has notability Solid new repo from Microsoft with 190 stars.."},{"subject":"microsoft/MicroHack","predicate":"has radar lane","object":"Product and customer","text":"microsoft/MicroHack has radar lane Product and customer."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/MicroHack (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/MicroHack · language Jupyter Notebook · Solid new repo from Microsoft with 190 stars.. 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/MicroHack","text":"Microsoft published repo microsoft/MicroHack."},{"subject":"microsoft/MicroHack","predicate":"is classified as","object":"repo signal","text":"microsoft/MicroHack is classified as repo signal."},{"subject":"microsoft/MicroHack","predicate":"belongs to","object":"repos desk","text":"microsoft/MicroHack belongs to repos desk."},{"subject":"microsoft/MicroHack","predicate":"has context","object":"Jupyter Notebook","text":"microsoft/MicroHack has context Jupyter Notebook."},{"subject":"microsoft/MicroHack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/MicroHack has evidence coverage 1 captured evidence page."},{"subject":"microsoft/MicroHack","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/MicroHack matches data-business lanes Product and customer."}]},"signal":{"id":"791f03dd-d636-455e-bb59-715b89e1044b","url":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b","json_url":"https://onlylabs.fyi/signals/791f03dd-d636-455e-bb59-715b89e1044b/signal.json","source_url":"https://github.com/microsoft/MicroHack","title":"microsoft/MicroHack","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2021-11-25T09:56:33+00:00","first_seen_at":"2026-06-24T07:00:33.364532+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/MicroHack"]},"facets":{"repo":"microsoft/MicroHack","language":"Jupyter Notebook"},"traction":{"github_stars":190,"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":["customer"],"reason":"Microsoft has a repo signal matching product and customer."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/MicroHack","final_url":"https://github.com/microsoft/MicroHack","title":"microsoft/MicroHack repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-24T07:04:59.207751+00:00","bytes":14023,"raw_path":"74867892f36edd55e8aa00908c6a6c60c4a331e8a5afe84a4be0deb44c9ee63e.json","content_hash":"dbbb84baceb312785c617004491e339b50ce92a28950d88c5bcbd8fb05627efa","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/MicroHack Description: This repository is the central repository for all MicroHacks from customers, partners or Microsoft. Language: Jupyter Notebook License: MIT Stars: 190 Forks: 147 Open issues: 22 Created: 2021-11-25T09:56:33Z Pushed: 2026-06-24T06:34:32Z Default branch: main Fork: no Archived: no README: ![image](img/1920x300_EventBanner_MicroHack_General_wText.jpg) Microsoft MicroHacks - [**Microsoft MicroHacks**](#microsoft-microhacks) - [**MicroHack Overview**](#microhack-overview) - [**What is a MicroHack?**](#what-is-a-microhack) - [**How does it work?**](#how-does-it-work) - [**What is the benefit?**](#what-is-the-benefit) - [**Pre-requisites**](#pre-requisites) - [License](#license) - [Subscription](#subscription) - [**How to contribute** 🚀](#how-to-contribute-) - [**Security hints and handling / Report an issue**](#security-hints-and-handling--report-an-issue) - [**Which MicroHacks are available**](#which-microhacks-are-available) - [01 - Identity and Access Management](#01---identity-and-access-management) - [02 - Security](#02---security) - [03 - Azure](#03---azure) - [04 - M365](#04---m365) - [99 - MicroHack-Template](#99---microhack-template)..."},"evidence_pages":[],"related_signals":[{"id":"3fdd4690-9c28-4863-ba65-4ec299d85aa0","url":"https://onlylabs.fyi/signals/3fdd4690-9c28-4863-ba65-4ec299d85aa0","source_url":"https://github.com/microsoft/fabric-events","title":"microsoft/fabric-events","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-23T00:54:34+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","url":"https://onlylabs.fyi/signals/c0d592c7-e699-4bf5-a2c3-5b79f43f85a0","source_url":"https://github.com/microsoft/citadel","title":"microsoft/citadel","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-22T06:20:10+00:00","first_seen_at":"2026-06-22T07:00:31.308446+00:00","date_source":"source"},{"id":"96d85410-04f4-4314-b4d1-6788163ff05e","url":"https://onlylabs.fyi/signals/96d85410-04f4-4314-b4d1-6788163ff05e","source_url":"https://github.com/microsoft/amplifier-app-opencode","title":"microsoft/amplifier-app-opencode","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-20T22:24:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"027f6a7e-9e04-4fad-a3d7-9435bc32cf00","url":"https://onlylabs.fyi/signals/027f6a7e-9e04-4fad-a3d7-9435bc32cf00","source_url":"https://github.com/microsoft/amplifier-app-wiki-weaver","title":"microsoft/amplifier-app-wiki-weaver","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-19T23:38:20+00:00","first_seen_at":"2026-06-20T07:00:30.944907+00:00","date_source":"source"},{"id":"4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","url":"https://onlylabs.fyi/signals/4680cd70-2c2f-4483-bd8d-ceb9b28de9cf","source_url":"https://github.com/microsoft/What-I-did-with-Cowork","title":"microsoft/What-I-did-with-Cowork","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-18T09:39:01+00:00","first_seen_at":"2026-06-23T07:00:32.834993+00:00","date_source":"source"},{"id":"4b65f882-b9ed-45ca-b252-be0ddd8ee03e","url":"https://onlylabs.fyi/signals/4b65f882-b9ed-45ca-b252-be0ddd8ee03e","source_url":"https://github.com/microsoft/Salesforce-Custom-Copilot-Connector","title":"microsoft/Salesforce-Custom-Copilot-Connector","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-11T06:55:24+00:00","first_seen_at":"2026-06-18T07:00:31.633644+00:00","date_source":"source"}]}