{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/amplifier","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/15588ff4-81d2-4087-8642-c69d09499f70","json_url":"https://onlylabs.fyi/signals/15588ff4-81d2-4087-8642-c69d09499f70/signal.json","generated_at":"2026-06-27T03:38:59.551Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T23:54:35.511753+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/15588ff4-81d2-4087-8642-c69d09499f70","signal_json":"https://onlylabs.fyi/signals/15588ff4-81d2-4087-8642-c69d09499f70/signal.json","source":"https://github.com/microsoft/amplifier","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":null},"answer_pack":{"answer":"Microsoft published microsoft/amplifier (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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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/15588ff4-81d2-4087-8642-c69d09499f70/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/amplifier","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":false},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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