{"schema_version":"onlylabs.public_signal.v1","title":"Xiaomi (MiMo) Fork: XiaomiMiMo/uni-agent","description":"Xiaomi (MiMo) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6","json_url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6/signal.json","generated_at":"2026-10-12T19:48:48.768Z","evidence_latest_fetched_at":"2026-09-22T07:03:41.075856+00:00","signal_first_seen_at":"2026-09-22T07:00:30.338971+00:00","org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/xiaomi","dossier_json_url":"https://onlylabs.fyi/labs/xiaomi/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6","signal_json":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6/signal.json","source":"https://github.com/XiaomiMiMo/uni-agent","lab_dossier":"https://onlylabs.fyi/labs/xiaomi","lab_dossier_json":"https://onlylabs.fyi/labs/xiaomi/dossier.json","analysis":"https://onlylabs.fyi/analysis/xiaomi","analysis_json":"https://onlylabs.fyi/analysis/xiaomi/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xiaomi/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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Xiaomi (MiMo) forked XiaomiMiMo/uni-agent (forked from verl-project/uni-agent). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/uni-agent · parent verl-project/uni-agent. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/XiaomiMiMo/uni-agent","source_host":"github.com","occurred_at":"2026-09-21T07:47:17+00:00","first_seen_at":"2026-09-22T07:00:30.338971+00:00","date_source":"source","context":"forked from verl-project/uni-agent"},"context_markers":[{"label":"Lab","value":"Xiaomi (MiMo)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"XiaomiMiMo/uni-agent","source":"source"},{"label":"Parent","value":"verl-project/uni-agent","source":"source"},{"label":"Stars","value":"24","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/XiaomiMiMo/uni-agent"],"related_signals":4,"has_source_url":true,"latest_page_fetched_at":"2026-09-22T07:03:41.075856+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6/signal.json","dossier_json":"https://onlylabs.fyi/labs/xiaomi/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/xiaomi/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xiaomi/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 4 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6/signal.json","required":true},{"label":"source","url":"https://github.com/XiaomiMiMo/uni-agent","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/xiaomi/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/xiaomi/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Xiaomi (MiMo)'s fork signal \"XiaomiMiMo/uni-agent\" for neolab strategy."},"semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/uni-agent","text":"Xiaomi (MiMo) forked XiaomiMiMo/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/uni-agent is classified as fork signal."},{"subject":"XiaomiMiMo/uni-agent","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/uni-agent belongs to forks desk."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has context","object":"forked from verl-project/uni-agent","text":"XiaomiMiMo/uni-agent has context forked from verl-project/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/uni-agent has evidence coverage 1 captured evidence page."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has captured page count","object":"1","text":"XiaomiMiMo/uni-agent has captured page count 1."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has readable page count","object":"1","text":"XiaomiMiMo/uni-agent has readable page count 1."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has related signal count","object":"4","text":"XiaomiMiMo/uni-agent has related signal count 4."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"XiaomiMiMo/uni-agent has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/uni-agent has source host github.com."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has lab","object":"Xiaomi (MiMo)","text":"XiaomiMiMo/uni-agent has lab Xiaomi (MiMo)."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has signal desk","object":"forks","text":"XiaomiMiMo/uni-agent has signal desk forks."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/uni-agent has source host github.com."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has repository","object":"XiaomiMiMo/uni-agent","text":"XiaomiMiMo/uni-agent has repository XiaomiMiMo/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has parent","object":"verl-project/uni-agent","text":"XiaomiMiMo/uni-agent has parent verl-project/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has stars","object":"24","text":"XiaomiMiMo/uni-agent has stars 24."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has watch term","object":"RL environments","text":"XiaomiMiMo/uni-agent has watch term RL environments."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has watch term","object":"Eval methodology","text":"XiaomiMiMo/uni-agent has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Xiaomi (MiMo) forked XiaomiMiMo/uni-agent (forked from verl-project/uni-agent). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/uni-agent · parent verl-project/uni-agent. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/uni-agent","text":"Xiaomi (MiMo) forked XiaomiMiMo/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/uni-agent is classified as fork signal."},{"subject":"XiaomiMiMo/uni-agent","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/uni-agent belongs to forks desk."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has context","object":"forked from verl-project/uni-agent","text":"XiaomiMiMo/uni-agent has context forked from verl-project/uni-agent."},{"subject":"XiaomiMiMo/uni-agent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/uni-agent has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c657f624-e5c4-479f-a2d7-fc8ae8d144a6","url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6","json_url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6/signal.json","source_url":"https://github.com/XiaomiMiMo/uni-agent","title":"XiaomiMiMo/uni-agent","summary":"Xiaomi (MiMo) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from verl-project/uni-agent","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2026-09-21T07:47:17+00:00","first_seen_at":"2026-09-22T07:00:30.338971+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/XiaomiMiMo/uni-agent"]},"facets":{"repo":"XiaomiMiMo/uni-agent","parent":"verl-project/uni-agent"},"traction":{"github_stars":24,"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/XiaomiMiMo/uni-agent","final_url":"https://github.com/XiaomiMiMo/uni-agent","title":"XiaomiMiMo/uni-agent repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-22T07:03:41.075856+00:00","bytes":26657,"raw_path":"519dabe09156bb21996e295293ac9f21b10d99803849e603c3aae29ba5200133.json","content_hash":"5c427e691796d30ed542e8aae714f55e7ef6e7f98d7ad0248c5934628dfd5feb","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/uni-agent Description: Uni-Agent is a framework for training long-horizon agents. License: Apache-2.0 Stars: 4 Forks: 0 Open issues: 0 Created: 2026-09-21T07:47:17Z Pushed: 2026-09-21T21:03:11Z Default branch: mimo-oss Fork: yes Parent repository: verl-project/uni-agent Archived: no README: Uni-Agent: Train Long-Horizon Agents at Scale Uni-Agent is a framework for training long-horizon agents: - Bring any existing agent harness into reinforcement learning. - Unify diverse agent tasks through one extensible interface. - Run agents concurrently at scale and collect traceable trajectories as training-ready data (SFT and RL). Highlights ✨ Plug in any agent harness Connect harnesses such as Claude Code and Mini-SWE-Agent, or any harness that can point its OpenAI- or Anthropic-compatible model endpoint at the **Uni-Agent Gateway**: request string in, training tokens out. Decouple agents, tasks, and infrastructure Build white-box agents from reusable `Agent`, `Tool`, `Task`, and `Sandbox` abstractions. Customize agent logic, tools, task environments, sandbox backends, and rewards independently while reusing the same evaluation and training runtime. Run thousands of sessions..."},"evidence_pages":[],"related_signals":[{"id":"4dd94539-4d6c-40f2-a1c3-09874dbea884","url":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884","source_url":"https://github.com/XiaomiMiMo/mimoagent","title":"XiaomiMiMo/mimoagent","context":"forked from SWE-agent/mini-swe-agent","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2026-09-21T07:37:31+00:00","first_seen_at":"2026-09-22T07:00:30.338971+00:00","date_source":"source"},{"id":"eaab352e-74ae-45dc-bc1d-4ae8d8759366","url":"https://onlylabs.fyi/signals/eaab352e-74ae-45dc-bc1d-4ae8d8759366","source_url":"https://github.com/XiaomiMiMo/verl","title":"XiaomiMiMo/verl","context":"forked from verl-project/verl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2026-09-21T05:54:44+00:00","first_seen_at":"2026-09-21T07:00:30.239709+00:00","date_source":"source"},{"id":"b1608d6d-6843-471c-8fdf-283941727e40","url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40","source_url":"https://github.com/XiaomiMiMo/lmms-eval","title":"XiaomiMiMo/lmms-eval","context":"forked from EvolvingLMMs-Lab/lmms-eval","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2025-05-29T22:25:08+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source"},{"id":"22317a95-d4e6-423d-a7c0-222620f2c7eb","url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb","source_url":"https://github.com/XiaomiMiMo/vllm","title":"XiaomiMiMo/vllm","context":"forked from vllm-project/vllm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2025-04-29T06:43:27+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source"}]}