{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/spec-to-agents","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/56a1481d-b452-4695-8f1a-68169b1eec5b","json_url":"https://onlylabs.fyi/signals/56a1481d-b452-4695-8f1a-68169b1eec5b/signal.json","generated_at":"2026-06-27T00:49:25.504Z","evidence_latest_fetched_at":"2026-06-12T07:03:49.739703+00:00","signal_first_seen_at":"2026-06-12T07:00:26.598093+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/56a1481d-b452-4695-8f1a-68169b1eec5b","signal_json":"https://onlylabs.fyi/signals/56a1481d-b452-4695-8f1a-68169b1eec5b/signal.json","source":"https://github.com/microsoft/spec-to-agents","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/spec-to-agents (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/spec-to-agents · language Python · Microsoft's new spec-to-agents tool, moderate traction.. 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/spec-to-agents","source_host":"github.com","occurred_at":"2025-08-20T16:05:40+00:00","first_seen_at":"2026-06-12T07:00:26.598093+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/spec-to-agents","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"111","source":"traction"},{"label":"Notability","value":"Microsoft's new spec-to-agents tool, moderate traction.","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"enterprise","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/spec-to-agents","text":"Microsoft published repo microsoft/spec-to-agents."},{"subject":"microsoft/spec-to-agents","predicate":"is classified as","object":"repo signal","text":"microsoft/spec-to-agents is classified as repo signal."},{"subject":"microsoft/spec-to-agents","predicate":"belongs to","object":"repos desk","text":"microsoft/spec-to-agents belongs to repos desk."},{"subject":"microsoft/spec-to-agents","predicate":"has context","object":"Python","text":"microsoft/spec-to-agents has context Python."},{"subject":"microsoft/spec-to-agents","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/spec-to-agents has evidence coverage 1 captured evidence page."},{"subject":"microsoft/spec-to-agents","predicate":"matches data-business lanes","object":"Product and customer","text":"microsoft/spec-to-agents matches data-business lanes Product and customer."},{"subject":"microsoft/spec-to-agents","predicate":"has captured page count","object":"1","text":"microsoft/spec-to-agents has captured page count 1."},{"subject":"microsoft/spec-to-agents","predicate":"has readable page count","object":"1","text":"microsoft/spec-to-agents has readable page count 1."},{"subject":"microsoft/spec-to-agents","predicate":"has related signal count","object":"6","text":"microsoft/spec-to-agents has related signal count 6."},{"subject":"microsoft/spec-to-agents","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/spec-to-agents 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/spec-to-agents","predicate":"has source host","object":"github.com","text":"microsoft/spec-to-agents has source host github.com."},{"subject":"microsoft/spec-to-agents","predicate":"has lab","object":"Microsoft","text":"microsoft/spec-to-agents has lab Microsoft."},{"subject":"microsoft/spec-to-agents","predicate":"has signal desk","object":"repos","text":"microsoft/spec-to-agents has signal desk repos."},{"subject":"microsoft/spec-to-agents","predicate":"has source host","object":"github.com","text":"microsoft/spec-to-agents has source host github.com."},{"subject":"microsoft/spec-to-agents","predicate":"has repository","object":"microsoft/spec-to-agents","text":"microsoft/spec-to-agents has repository microsoft/spec-to-agents."},{"subject":"microsoft/spec-to-agents","predicate":"has language","object":"Python","text":"microsoft/spec-to-agents has language Python."},{"subject":"microsoft/spec-to-agents","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/spec-to-agents · language Python · Microsoft's new spec-to-agents tool, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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