{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/Choruz","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457","json_url":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457/signal.json","generated_at":"2026-09-09T18:49:06.383Z","evidence_latest_fetched_at":"2026-09-04T07:03:48.379351+00:00","signal_first_seen_at":"2026-09-04T07:01:55.668395+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457","signal_json":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457/signal.json","source":"https://github.com/inclusionAI/Choruz","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/Choruz (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Choruz · language Rust. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/inclusionAI/Choruz","source_host":"github.com","occurred_at":"2026-09-02T06:46:09+00:00","first_seen_at":"2026-09-04T07:01:55.668395+00:00","date_source":"source","context":"Rust"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/Choruz","source":"source"},{"label":"Language","value":"Rust","source":"source"},{"label":"Stars","value":"472","source":"traction"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/inclusionAI/Choruz"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-04T07:03:48.379351+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"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?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Choruz","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/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 InclusionAI (Ant Group)'s repo signal \"inclusionAI/Choruz\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Choruz","text":"InclusionAI (Ant Group) published repo inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Choruz is classified as repo signal."},{"subject":"inclusionAI/Choruz","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Choruz belongs to repos desk."},{"subject":"inclusionAI/Choruz","predicate":"has context","object":"Rust","text":"inclusionAI/Choruz has context Rust."},{"subject":"inclusionAI/Choruz","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Choruz has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Choruz","predicate":"has captured page count","object":"1","text":"inclusionAI/Choruz has captured page count 1."},{"subject":"inclusionAI/Choruz","predicate":"has readable page count","object":"1","text":"inclusionAI/Choruz has readable page count 1."},{"subject":"inclusionAI/Choruz","predicate":"has related signal count","object":"6","text":"inclusionAI/Choruz has related signal count 6."},{"subject":"inclusionAI/Choruz","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":"inclusionAI/Choruz 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":"inclusionAI/Choruz","predicate":"has source host","object":"github.com","text":"inclusionAI/Choruz has source host github.com."},{"subject":"inclusionAI/Choruz","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Choruz has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Choruz","predicate":"has signal desk","object":"repos","text":"inclusionAI/Choruz has signal desk repos."},{"subject":"inclusionAI/Choruz","predicate":"has source host","object":"github.com","text":"inclusionAI/Choruz has source host github.com."},{"subject":"inclusionAI/Choruz","predicate":"has repository","object":"inclusionAI/Choruz","text":"inclusionAI/Choruz has repository inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz","predicate":"has language","object":"Rust","text":"inclusionAI/Choruz has language Rust."},{"subject":"inclusionAI/Choruz","predicate":"has stars","object":"472","text":"inclusionAI/Choruz has stars 472."},{"subject":"inclusionAI/Choruz","predicate":"has watch term","object":"Safety and alignment","text":"inclusionAI/Choruz has watch term Safety and alignment."},{"subject":"inclusionAI/Choruz","predicate":"has watch term","object":"Agents and tool use","text":"inclusionAI/Choruz has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/Choruz (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Choruz · language Rust. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Choruz","text":"InclusionAI (Ant Group) published repo inclusionAI/Choruz."},{"subject":"inclusionAI/Choruz","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Choruz is classified as repo signal."},{"subject":"inclusionAI/Choruz","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Choruz belongs to repos desk."},{"subject":"inclusionAI/Choruz","predicate":"has context","object":"Rust","text":"inclusionAI/Choruz has context Rust."},{"subject":"inclusionAI/Choruz","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Choruz has evidence coverage 1 captured evidence page."}]},"signal":{"id":"31e25dc2-f9c7-459b-96d8-64e1d82b7457","url":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457","json_url":"https://onlylabs.fyi/signals/31e25dc2-f9c7-459b-96d8-64e1d82b7457/signal.json","source_url":"https://github.com/inclusionAI/Choruz","title":"inclusionAI/Choruz","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-09-02T06:46:09+00:00","first_seen_at":"2026-09-04T07:01:55.668395+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/inclusionAI/Choruz"]},"facets":{"repo":"inclusionAI/Choruz","language":"Rust"},"traction":{"github_stars":472,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/inclusionAI/Choruz","final_url":"https://github.com/inclusionAI/Choruz","title":"inclusionAI/Choruz repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-04T07:03:48.379351+00:00","bytes":11697,"raw_path":"9ef9bcb4106df84fc5d0a211429ab5d9300ffe989e02d79050083e2c729c7d4e.json","content_hash":"45debed8f87d30814691c0653cfe4768fa83aee9c9c4643e7031b4ac52ad34f4","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/Choruz Language: Rust License: MIT Stars: 61 Forks: 1 Open issues: 0 Created: 2026-09-02T06:46:09Z Pushed: 2026-09-03T23:36:24Z Default branch: main Fork: no Archived: no README: Choruz — A Collaboration Space for Humans and AI Agents Choruz is a local-first collaboration app where humans and AI agents work together in a Slack-like space. Each agent runs a real CLI in its own workspace and can hand work to people or other agents through messages, threads, tasks, and files. Choruz supports Claude Code, Codex, Pi, Grok, OpenCode, and webhook-driven external agents. An optional plugin enables MathCode. Demo https://github.com/user-attachments/assets/ca88f7c1-0cdd-403d-943e-23b02625627e Developer Preview Choruz is under pre-release development. Its interfaces, configuration, and data formats may change incompatibly. Before upgrading an existing installation, follow the [offline conversion guide](docs/testing/choruz-runtime-conversion-rehearsal.md). Run Requirements - Rust, pinned by [`rust-toolchain.toml`](rust-toolchain.toml) - Node.js 24 ([`.nvmrc`](.nvmrc)) and pnpm 10 - PostgreSQL 16 - At least one supported agent CLI Run from source ```bash git clone..."},"evidence_pages":[],"related_signals":[{"id":"10f0618f-6b9a-4254-bf66-3496eb82c2d6","url":"https://onlylabs.fyi/signals/10f0618f-6b9a-4254-bf66-3496eb82c2d6","source_url":"https://github.com/inclusionAI/LLaDA-UI","title":"inclusionAI/LLaDA-UI","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-31T07:21:54+00:00","first_seen_at":"2026-09-09T07:01:02.602476+00:00","date_source":"source"},{"id":"a19535d3-bfbe-4a7e-8c7a-d6f139ca67e5","url":"https://onlylabs.fyi/signals/a19535d3-bfbe-4a7e-8c7a-d6f139ca67e5","source_url":"https://github.com/inclusionAI/LLaDA-Image","title":"inclusionAI/LLaDA-Image","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-31T07:21:37+00:00","first_seen_at":"2026-09-04T07:01:55.668395+00:00","date_source":"source"},{"id":"d10503c8-efdc-49ce-8e0a-3e52971a7d9f","url":"https://onlylabs.fyi/signals/d10503c8-efdc-49ce-8e0a-3e52971a7d9f","source_url":"https://github.com/inclusionAI/LLaDA-Research","title":"inclusionAI/LLaDA-Research","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-20T09:29:27+00:00","first_seen_at":"2026-08-21T07:03:46.368274+00:00","date_source":"source"},{"id":"3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d","url":"https://onlylabs.fyi/signals/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d","source_url":"https://github.com/inclusionAI/ConceptEdit","title":"inclusionAI/ConceptEdit","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-17T07:22:08+00:00","first_seen_at":"2026-08-18T07:00:59.127991+00:00","date_source":"source"},{"id":"08a1098a-c1d1-426a-bcb4-641a15b6bf63","url":"https://onlylabs.fyi/signals/08a1098a-c1d1-426a-bcb4-641a15b6bf63","source_url":"https://github.com/inclusionAI/SingProbe","title":"inclusionAI/SingProbe","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-17T02:05:33+00:00","first_seen_at":"2026-09-03T07:01:03.123748+00:00","date_source":"source"},{"id":"f7327a8f-c870-4443-b5c6-84a8fa0efdfa","url":"https://onlylabs.fyi/signals/f7327a8f-c870-4443-b5c6-84a8fa0efdfa","source_url":"https://github.com/inclusionAI/ling-cookbook","title":"inclusionAI/ling-cookbook","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-13T06:42:16+00:00","first_seen_at":"2026-08-16T07:03:27.854815+00:00","date_source":"source"}]}