{"schema_version":"onlylabs.public_signal.v1","title":"Xiaomi (MiMo) Fork: XiaomiMiMo/mimoagent","description":"Xiaomi (MiMo) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884","json_url":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884/signal.json","generated_at":"2026-10-12T19:49:31.372Z","evidence_latest_fetched_at":"2026-09-22T07:03:41.205186+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/4dd94539-4d6c-40f2-a1c3-09874dbea884","signal_json":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884/signal.json","source":"https://github.com/XiaomiMiMo/mimoagent","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/mimoagent (forked from SWE-agent/mini-swe-agent). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/mimoagent · parent SWE-agent/mini-swe-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/mimoagent","source_host":"github.com","occurred_at":"2026-09-21T07:37:31+00:00","first_seen_at":"2026-09-22T07:00:30.338971+00:00","date_source":"source","context":"forked from SWE-agent/mini-swe-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/mimoagent","source":"source"},{"label":"Parent","value":"SWE-agent/mini-swe-agent","source":"source"},{"label":"Stars","value":"46","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"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/mimoagent"],"related_signals":4,"has_source_url":true,"latest_page_fetched_at":"2026-09-22T07:03:41.205186+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884/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/4dd94539-4d6c-40f2-a1c3-09874dbea884/signal.json","required":true},{"label":"source","url":"https://github.com/XiaomiMiMo/mimoagent","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/mimoagent\" for neolab strategy."},"semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/mimoagent","text":"Xiaomi (MiMo) forked XiaomiMiMo/mimoagent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/mimoagent is classified as fork signal."},{"subject":"XiaomiMiMo/mimoagent","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/mimoagent belongs to forks desk."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has context","object":"forked from SWE-agent/mini-swe-agent","text":"XiaomiMiMo/mimoagent has context forked from SWE-agent/mini-swe-agent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/mimoagent has evidence coverage 1 captured evidence page."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has captured page count","object":"1","text":"XiaomiMiMo/mimoagent has captured page count 1."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has readable page count","object":"1","text":"XiaomiMiMo/mimoagent has readable page count 1."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has related signal count","object":"4","text":"XiaomiMiMo/mimoagent has related signal count 4."},{"subject":"XiaomiMiMo/mimoagent","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/mimoagent 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/mimoagent","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/mimoagent has source host github.com."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has lab","object":"Xiaomi (MiMo)","text":"XiaomiMiMo/mimoagent has lab Xiaomi (MiMo)."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has signal desk","object":"forks","text":"XiaomiMiMo/mimoagent has signal desk forks."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/mimoagent has source host github.com."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has repository","object":"XiaomiMiMo/mimoagent","text":"XiaomiMiMo/mimoagent has repository XiaomiMiMo/mimoagent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has parent","object":"SWE-agent/mini-swe-agent","text":"XiaomiMiMo/mimoagent has parent SWE-agent/mini-swe-agent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has stars","object":"46","text":"XiaomiMiMo/mimoagent has stars 46."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has watch term","object":"Eval methodology","text":"XiaomiMiMo/mimoagent has watch term Eval methodology."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has watch term","object":"Model card","text":"XiaomiMiMo/mimoagent has watch term Model card."}]},"intelligence":{"signal_desk":"forks","answer":"Xiaomi (MiMo) forked XiaomiMiMo/mimoagent (forked from SWE-agent/mini-swe-agent). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/mimoagent · parent SWE-agent/mini-swe-agent. onlylabs links this event to 1 captured evidence page and 4 related fork signals.","semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/mimoagent","text":"Xiaomi (MiMo) forked XiaomiMiMo/mimoagent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/mimoagent is classified as fork signal."},{"subject":"XiaomiMiMo/mimoagent","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/mimoagent belongs to forks desk."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has context","object":"forked from SWE-agent/mini-swe-agent","text":"XiaomiMiMo/mimoagent has context forked from SWE-agent/mini-swe-agent."},{"subject":"XiaomiMiMo/mimoagent","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/mimoagent has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4dd94539-4d6c-40f2-a1c3-09874dbea884","url":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884","json_url":"https://onlylabs.fyi/signals/4dd94539-4d6c-40f2-a1c3-09874dbea884/signal.json","source_url":"https://github.com/XiaomiMiMo/mimoagent","title":"XiaomiMiMo/mimoagent","summary":"Xiaomi (MiMo) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","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","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/mimoagent"]},"facets":{"repo":"XiaomiMiMo/mimoagent","parent":"SWE-agent/mini-swe-agent"},"traction":{"github_stars":46,"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/mimoagent","final_url":"https://github.com/XiaomiMiMo/mimoagent","title":"XiaomiMiMo/mimoagent repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-22T07:03:41.205186+00:00","bytes":28682,"raw_path":"9b8256b4dc069bff728c61e95111282ff7e4587d430f38cc17613a88809a9f22.json","content_hash":"069eabce68960eb8912e67d27c954c3abeae27d4d25ea9e346d7e88a0d68179f","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/mimoagent Description: The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified! License: MIT Stars: 4 Forks: 1 Open issues: 0 Created: 2026-09-21T07:37:31Z Pushed: 2026-09-21T21:03:16Z Default branch: mimo-oss Fork: yes Parent repository: SWE-agent/mini-swe-agent Archived: no README: MiMo Agent (`mimoagent`) `mimoagent` is an engineering-first agentic rollout framework. It connects agents, tools, environments, datasets and graders, and manages rollouts at scale. Four concerns stay separate: | Layer | What it covers | |---|---| | **Agent** | custom white-box agents and 10+ black-box coding CLIs (Claude Code, Codex, OpenCode, ...); agent loops run in or out of the pod, with different levels of intrusiveness into the environment | | **Model** | three native protocols — OpenAI Chat, OpenAI Responses, Anthropic Messages — each through its official SDK | | **Environment** | pluggable backends: local, Docker, Kubernetes pods, CubeSandbox, Modal Sandboxes | | **Dataset** | adapters for datasets and benchmarks together with their graders: DeepSWE,..."},"evidence_pages":[],"related_signals":[{"id":"c657f624-e5c4-479f-a2d7-fc8ae8d144a6","url":"https://onlylabs.fyi/signals/c657f624-e5c4-479f-a2d7-fc8ae8d144a6","source_url":"https://github.com/XiaomiMiMo/uni-agent","title":"XiaomiMiMo/uni-agent","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"},{"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"}]}