{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/Sico","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36","json_url":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36/signal.json","generated_at":"2026-06-26T23:24:50.486Z","evidence_latest_fetched_at":"2026-06-12T07:03:49.195454+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/58674bbf-30fe-4f3a-92f3-3974185f0e36","signal_json":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36/signal.json","source":"https://github.com/microsoft/Sico","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/Sico (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/Sico · language Python · Microsoft's Sico: likely a natural language processing model.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/Sico","source_host":"github.com","occurred_at":"2026-03-09T13:44:18+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/Sico","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"34","source":"traction"},{"label":"Context","value":"Microsoft's Sico: likely a natural language processing model.","source":"signal"},{"label":"Notability","value":"New Microsoft repo with low traction (31 stars)","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched 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infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36/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: Infrastructure?","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/58674bbf-30fe-4f3a-92f3-3974185f0e36/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Sico","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/Sico\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Sico","text":"Microsoft published repo microsoft/Sico."},{"subject":"microsoft/Sico","predicate":"is classified as","object":"repo signal","text":"microsoft/Sico is classified as repo signal."},{"subject":"microsoft/Sico","predicate":"belongs to","object":"repos desk","text":"microsoft/Sico belongs to repos desk."},{"subject":"microsoft/Sico","predicate":"has context","object":"Python","text":"microsoft/Sico has context Python."},{"subject":"microsoft/Sico","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Sico has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Sico","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/Sico matches data-business lanes Infrastructure."},{"subject":"microsoft/Sico","predicate":"has captured page count","object":"1","text":"microsoft/Sico has captured page count 1."},{"subject":"microsoft/Sico","predicate":"has readable page count","object":"1","text":"microsoft/Sico has readable page count 1."},{"subject":"microsoft/Sico","predicate":"has related signal count","object":"6","text":"microsoft/Sico has related signal count 6."},{"subject":"microsoft/Sico","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/Sico 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/Sico","predicate":"has source host","object":"github.com","text":"microsoft/Sico has source host github.com."},{"subject":"microsoft/Sico","predicate":"has lab","object":"Microsoft","text":"microsoft/Sico has lab Microsoft."},{"subject":"microsoft/Sico","predicate":"has signal desk","object":"repos","text":"microsoft/Sico has signal desk repos."},{"subject":"microsoft/Sico","predicate":"has source host","object":"github.com","text":"microsoft/Sico has source host github.com."},{"subject":"microsoft/Sico","predicate":"has repository","object":"microsoft/Sico","text":"microsoft/Sico has repository microsoft/Sico."},{"subject":"microsoft/Sico","predicate":"has language","object":"Python","text":"microsoft/Sico has language Python."},{"subject":"microsoft/Sico","predicate":"has stars","object":"34","text":"microsoft/Sico has stars 34."},{"subject":"microsoft/Sico","predicate":"has context","object":"Microsoft's Sico: likely a natural language processing model.","text":"microsoft/Sico has context Microsoft's Sico: likely a natural language processing model.."},{"subject":"microsoft/Sico","predicate":"has notability","object":"New Microsoft repo with low traction (31 stars)","text":"microsoft/Sico has notability New Microsoft repo with low traction (31 stars)."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/Sico (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/Sico · language Python · Microsoft's Sico: likely a natural language processing model.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Sico","text":"Microsoft published repo microsoft/Sico."},{"subject":"microsoft/Sico","predicate":"is classified as","object":"repo signal","text":"microsoft/Sico is classified as repo signal."},{"subject":"microsoft/Sico","predicate":"belongs to","object":"repos desk","text":"microsoft/Sico belongs to repos desk."},{"subject":"microsoft/Sico","predicate":"has context","object":"Python","text":"microsoft/Sico has context Python."},{"subject":"microsoft/Sico","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Sico has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Sico","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/Sico matches data-business lanes Infrastructure."}]},"signal":{"id":"58674bbf-30fe-4f3a-92f3-3974185f0e36","url":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36","json_url":"https://onlylabs.fyi/signals/58674bbf-30fe-4f3a-92f3-3974185f0e36/signal.json","source_url":"https://github.com/microsoft/Sico","title":"microsoft/Sico","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":"2026-03-09T13:44:18+00:00","first_seen_at":"2026-06-12T07:00:26.598093+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/Sico"]},"facets":{"repo":"microsoft/Sico","language":"Python"},"traction":{"github_stars":34,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":14,"matched_terms":["platform"],"reason":"Microsoft has a repo signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/Sico","final_url":"https://github.com/microsoft/Sico","title":"microsoft/Sico repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-12T07:03:49.195454+00:00","bytes":21397,"raw_path":"ac9fe9efa314a1291b1f149d96ef636e1e51d371611894e8a456c656a84c3b83.json","content_hash":"8daf7a9ed174d38558115642de8368d8b4576c7c4c554d7cf0786e08267cc25f","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/Sico Description: An open-source Digital Worker platform for reliable execution and continuous co-evolution. Language: Go License: MIT Stars: 31 Forks: 2 Open issues: 4 Created: 2026-03-09T13:44:18Z Pushed: 2026-06-12T06:05:17Z Default branch: main Fork: no Archived: no README: What is Sico? Sico — Symbiotic Intelligence for CO-evolution — is an open-source platform for building, managing, and evolving **Digital Workers**: structured AI labor units that co-evolve with human operators through real production work, particularly in BPO (Business Process Outsourcing) scenarios. The idea behind Sico emerged from large-scale operational challenges observed in Microsoft’s internal environments, especially across BPO-style workflows such as [black-box testing](https://en.wikipedia.org/wiki/Black-box_testing). Through real production workloads, Sico achieved closed-loop validation for Digital Workers operating under continuous execution, evaluation, and human supervision. Through this process, we observed that reliability emerged not from static automation alone, but from the continuous co-evolution between human operators and Digital Workers. 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