{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/conductor","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0785e866-d8ca-4d24-abde-bd73975329bd","json_url":"https://onlylabs.fyi/signals/0785e866-d8ca-4d24-abde-bd73975329bd/signal.json","generated_at":"2026-06-27T00:34:32.710Z","evidence_latest_fetched_at":"2026-06-21T07:03:39.820327+00:00","signal_first_seen_at":"2026-06-21T07:00:30.879198+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/0785e866-d8ca-4d24-abde-bd73975329bd","signal_json":"https://onlylabs.fyi/signals/0785e866-d8ca-4d24-abde-bd73975329bd/signal.json","source":"https://github.com/microsoft/conductor","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/conductor (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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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?","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/0785e866-d8ca-4d24-abde-bd73975329bd/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/conductor","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":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 signal \"microsoft/conductor\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/conductor","text":"Microsoft published repo microsoft/conductor."},{"subject":"microsoft/conductor","predicate":"is classified as","object":"repo signal","text":"microsoft/conductor is classified as repo signal."},{"subject":"microsoft/conductor","predicate":"belongs to","object":"repos desk","text":"microsoft/conductor belongs to repos desk."},{"subject":"microsoft/conductor","predicate":"has context","object":"Python","text":"microsoft/conductor has context Python."},{"subject":"microsoft/conductor","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/conductor has evidence coverage 1 captured evidence page."},{"subject":"microsoft/conductor","predicate":"has captured page count","object":"1","text":"microsoft/conductor has captured page count 1."},{"subject":"microsoft/conductor","predicate":"has readable page count","object":"1","text":"microsoft/conductor has readable page count 1."},{"subject":"microsoft/conductor","predicate":"has related signal count","object":"6","text":"microsoft/conductor has related signal count 6."},{"subject":"microsoft/conductor","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/conductor 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/conductor","predicate":"has source host","object":"github.com","text":"microsoft/conductor has source host github.com."},{"subject":"microsoft/conductor","predicate":"has lab","object":"Microsoft","text":"microsoft/conductor has lab Microsoft."},{"subject":"microsoft/conductor","predicate":"has signal desk","object":"repos","text":"microsoft/conductor has signal desk repos."},{"subject":"microsoft/conductor","predicate":"has source host","object":"github.com","text":"microsoft/conductor has source host github.com."},{"subject":"microsoft/conductor","predicate":"has repository","object":"microsoft/conductor","text":"microsoft/conductor has repository microsoft/conductor."},{"subject":"microsoft/conductor","predicate":"has language","object":"Python","text":"microsoft/conductor has language Python."},{"subject":"microsoft/conductor","predicate":"has stars","object":"278","text":"microsoft/conductor has stars 278."},{"subject":"microsoft/conductor","predicate":"has notability","object":"New Microsoft repo with modest traction.","text":"microsoft/conductor has notability New Microsoft repo with modest traction.."},{"subject":"microsoft/conductor","predicate":"has hn","object":"External YAML offers transparency and version control; internal frameworks risk opaque, less reproducible agent...","text":"microsoft/conductor has hn External YAML offers transparency and version control; internal frameworks risk opaque, less reproducible agent...."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/conductor (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Language: Python License: MIT Stars: 265 Forks: 33 Open issues: 24 Created: 2026-02-02T14:29:41Z Pushed: 2026-06-20T16:24:25Z Default branch: main Fork: no Archived: no README: Conductor A CLI tool for defining and running multi-agent workflows with the GitHub Copilot SDK and Anthropic Claude. [![CI](https://github.com/microsoft/conductor/actions/workflows/ci.yml/badge.svg)](https://github.com/microsoft/conductor/actions/workflows/ci.yml) Why Conductor? Conductor makes multi-agent workflows — code review pipelines, research-then-synthesize flows, plan-then-implement loops — **repeatable, deterministic, and version-controlled**. You define your agents, their prompts, and the routing between them in a single YAML file: - **Repeatable** — Same inputs follow the same path through the same agents. - **Deterministic** — Routing uses Jinja2 templates and expression evaluation. First matching condition wins. No LLM in the orchestration loop, no tokens spent deciding what runs next. - **Source-controlled** — Plain YAML files. 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