{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/openclaw-dev","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06","json_url":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06/signal.json","generated_at":"2026-06-26T23:20:33.575Z","evidence_latest_fetched_at":"2026-06-13T07:01:54.087166+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/11602b1e-e32c-4a05-b530-a06edd794c06","signal_json":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06/signal.json","source":"https://github.com/microsoft/openclaw-dev","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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/openclaw-dev (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/openclaw-dev · language Shell · Microsoft's development version of the OpenCLAW AI model.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/openclaw-dev","source_host":"github.com","occurred_at":"2026-04-23T21:33:40+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"Shell"},"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/openclaw-dev","source":"source"},{"label":"Language","value":"Shell","source":"source"},{"label":"Stars","value":"14","source":"traction"},{"label":"Context","value":"Microsoft's development version of the OpenCLAW AI model.","source":"signal"},{"label":"Notability","value":"Routine new repo with low traction.","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched 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quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06/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: Evals and quality?","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/openclaw-dev","text":"Microsoft published repo microsoft/openclaw-dev."},{"subject":"microsoft/openclaw-dev","predicate":"is classified as","object":"repo signal","text":"microsoft/openclaw-dev is classified as repo signal."},{"subject":"microsoft/openclaw-dev","predicate":"belongs to","object":"repos desk","text":"microsoft/openclaw-dev belongs to repos desk."},{"subject":"microsoft/openclaw-dev","predicate":"has context","object":"Shell","text":"microsoft/openclaw-dev has context Shell."},{"subject":"microsoft/openclaw-dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openclaw-dev has evidence coverage 1 captured evidence page."},{"subject":"microsoft/openclaw-dev","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/openclaw-dev matches data-business lanes Evals and quality."},{"subject":"microsoft/openclaw-dev","predicate":"has captured page count","object":"1","text":"microsoft/openclaw-dev has captured page count 1."},{"subject":"microsoft/openclaw-dev","predicate":"has readable page count","object":"1","text":"microsoft/openclaw-dev has readable page count 1."},{"subject":"microsoft/openclaw-dev","predicate":"has related signal count","object":"6","text":"microsoft/openclaw-dev has related signal count 6."},{"subject":"microsoft/openclaw-dev","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/openclaw-dev 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/openclaw-dev","predicate":"has source host","object":"github.com","text":"microsoft/openclaw-dev has source host github.com."},{"subject":"microsoft/openclaw-dev","predicate":"has lab","object":"Microsoft","text":"microsoft/openclaw-dev has lab Microsoft."},{"subject":"microsoft/openclaw-dev","predicate":"has signal desk","object":"repos","text":"microsoft/openclaw-dev has signal desk repos."},{"subject":"microsoft/openclaw-dev","predicate":"has source host","object":"github.com","text":"microsoft/openclaw-dev has source host github.com."},{"subject":"microsoft/openclaw-dev","predicate":"has repository","object":"microsoft/openclaw-dev","text":"microsoft/openclaw-dev has repository microsoft/openclaw-dev."},{"subject":"microsoft/openclaw-dev","predicate":"has language","object":"Shell","text":"microsoft/openclaw-dev has language Shell."},{"subject":"microsoft/openclaw-dev","predicate":"has stars","object":"14","text":"microsoft/openclaw-dev has stars 14."},{"subject":"microsoft/openclaw-dev","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/openclaw-dev · language Shell · Microsoft's development version of the OpenCLAW AI model.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/openclaw-dev","text":"Microsoft published repo microsoft/openclaw-dev."},{"subject":"microsoft/openclaw-dev","predicate":"is classified as","object":"repo signal","text":"microsoft/openclaw-dev is classified as repo signal."},{"subject":"microsoft/openclaw-dev","predicate":"belongs to","object":"repos desk","text":"microsoft/openclaw-dev belongs to repos desk."},{"subject":"microsoft/openclaw-dev","predicate":"has context","object":"Shell","text":"microsoft/openclaw-dev has context Shell."},{"subject":"microsoft/openclaw-dev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/openclaw-dev has evidence coverage 1 captured evidence page."},{"subject":"microsoft/openclaw-dev","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/openclaw-dev matches data-business lanes Evals and quality."}]},"signal":{"id":"11602b1e-e32c-4a05-b530-a06edd794c06","url":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06","json_url":"https://onlylabs.fyi/signals/11602b1e-e32c-4a05-b530-a06edd794c06/signal.json","source_url":"https://github.com/microsoft/openclaw-dev","title":"microsoft/openclaw-dev","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-04-23T21:33:40+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/openclaw-dev"]},"facets":{"repo":"microsoft/openclaw-dev","language":"Shell"},"traction":{"github_stars":14,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["testing"],"reason":"Microsoft has a repo signal matching evals and quality."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/openclaw-dev","final_url":"https://github.com/microsoft/openclaw-dev","title":"microsoft/openclaw-dev repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:01:54.087166+00:00","bytes":32382,"raw_path":"b514ddf49e41526d9b2161f1a2c17b938a78bba49968c4bbfa60556ee29ca27d.json","content_hash":"8d1496830dcb6899109eabaf3747338cabcbbcc57e793d64d8bc631cb8fac537","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/openclaw-dev Description: An OpenClaw agent hosted in the cloud for development, testing and single tenant use cases. Language: Shell License: MIT Stars: 14 Forks: 1 Open issues: 8 Created: 2026-04-23T21:33:40Z Pushed: 2026-06-13T06:06:54Z Default branch: main Fork: no Archived: no README: 🦞 openclaw-dev on Azure A small dev tool that deploys [OpenClaw](https://github.com/openclaw/openclaw) to an ephemeral cloud sandbox you can chat with from the browser — always on, isolated from your laptop, reachable from any device. Uses Azure OpenAI in Foundry Models for the backend (default `gpt-5-mini`). Microsoft Teams is an optional add-on. > **Just want OpenClaw on your Windows machine?** Use [Microsoft Execution Containers (MXC)](https://github.com/microsoft/mxc) — a policy-driven runtime that contains the OpenClaw node + gateway on Windows, [announced at Build 2026](https://blogs.windows.com/windowsdeveloper/2026/06/02/build-2026-furthering-windows-as-the-trusted-platform-for-development/). This repo is for the **cloud** path: when you want an always-on, multi-device, throwaway sandbox instead. Short link: > **⚠️ Alpha.** This is a developer tool with no production..."},"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"}]}