{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/misaki","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7","json_url":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7/signal.json","generated_at":"2026-10-24T20:21:18.243Z","evidence_latest_fetched_at":"2026-09-25T07:03:25.229102+00:00","signal_first_seen_at":"2026-09-25T07:00:46.264848+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7","signal_json":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7/signal.json","source":"https://github.com/NousResearch/misaki","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/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":"Nous Research forked NousResearch/misaki (forked from hexgrad/misaki). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/misaki · parent hexgrad/misaki. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/NousResearch/misaki","source_host":"github.com","occurred_at":"2026-09-24T18:26:01+00:00","first_seen_at":"2026-09-25T07:00:46.264848+00:00","date_source":"source","context":"forked from hexgrad/misaki"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/misaki","source":"source"},{"label":"Parent","value":"hexgrad/misaki","source":"source"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/NousResearch/misaki"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-25T07:03:25.229102+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/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 6 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/9f221195-ba09-4631-9f54-8539516296d7/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/misaki","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/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 Nous Research's fork signal \"NousResearch/misaki\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/misaki","text":"Nous Research forked NousResearch/misaki."},{"subject":"NousResearch/misaki","predicate":"is classified as","object":"fork signal","text":"NousResearch/misaki is classified as fork signal."},{"subject":"NousResearch/misaki","predicate":"belongs to","object":"forks desk","text":"NousResearch/misaki belongs to forks desk."},{"subject":"NousResearch/misaki","predicate":"has context","object":"forked from hexgrad/misaki","text":"NousResearch/misaki has context forked from hexgrad/misaki."},{"subject":"NousResearch/misaki","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/misaki has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/misaki","predicate":"has captured page count","object":"1","text":"NousResearch/misaki has captured page count 1."},{"subject":"NousResearch/misaki","predicate":"has readable page count","object":"1","text":"NousResearch/misaki has readable page count 1."},{"subject":"NousResearch/misaki","predicate":"has related signal count","object":"6","text":"NousResearch/misaki has related signal count 6."},{"subject":"NousResearch/misaki","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":"NousResearch/misaki 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":"NousResearch/misaki","predicate":"has source host","object":"github.com","text":"NousResearch/misaki has source host github.com."},{"subject":"NousResearch/misaki","predicate":"has lab","object":"Nous Research","text":"NousResearch/misaki has lab Nous Research."},{"subject":"NousResearch/misaki","predicate":"has signal desk","object":"forks","text":"NousResearch/misaki has signal desk forks."},{"subject":"NousResearch/misaki","predicate":"has source host","object":"github.com","text":"NousResearch/misaki has source host github.com."},{"subject":"NousResearch/misaki","predicate":"has repository","object":"NousResearch/misaki","text":"NousResearch/misaki has repository NousResearch/misaki."},{"subject":"NousResearch/misaki","predicate":"has parent","object":"hexgrad/misaki","text":"NousResearch/misaki has parent hexgrad/misaki."},{"subject":"NousResearch/misaki","predicate":"has watch term","object":"Data pipeline","text":"NousResearch/misaki has watch term Data pipeline."},{"subject":"NousResearch/misaki","predicate":"has watch term","object":"Infrastructure","text":"NousResearch/misaki has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/misaki (forked from hexgrad/misaki). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/misaki · parent hexgrad/misaki. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/misaki","text":"Nous Research forked NousResearch/misaki."},{"subject":"NousResearch/misaki","predicate":"is classified as","object":"fork signal","text":"NousResearch/misaki is classified as fork signal."},{"subject":"NousResearch/misaki","predicate":"belongs to","object":"forks desk","text":"NousResearch/misaki belongs to forks desk."},{"subject":"NousResearch/misaki","predicate":"has context","object":"forked from hexgrad/misaki","text":"NousResearch/misaki has context forked from hexgrad/misaki."},{"subject":"NousResearch/misaki","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/misaki has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9f221195-ba09-4631-9f54-8539516296d7","url":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7","json_url":"https://onlylabs.fyi/signals/9f221195-ba09-4631-9f54-8539516296d7/signal.json","source_url":"https://github.com/NousResearch/misaki","title":"NousResearch/misaki","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from hexgrad/misaki","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-09-24T18:26:01+00:00","first_seen_at":"2026-09-25T07:00:46.264848+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/NousResearch/misaki"]},"facets":{"repo":"NousResearch/misaki","parent":"hexgrad/misaki"},"traction":{"github_stars":0,"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/NousResearch/misaki","final_url":"https://github.com/NousResearch/misaki","title":"NousResearch/misaki repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-25T07:03:25.229102+00:00","bytes":24190,"raw_path":"eb4180b8f1010c852a5adbd7e3d5704ecb1b7235f86690ac02fe491d71d5f4e5.json","content_hash":"fb0ced3ef9212ec154536afe72942fd1f74e39997a9261cedc73f8558e5e826f","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/misaki Description: G2P Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-09-24T18:26:01Z Pushed: 2026-09-24T18:26:42Z Default branch: main Fork: yes Parent repository: hexgrad/misaki Archived: no README: misaki Misaki is a G2P engine designed for [Kokoro](https://github.com/hexgrad/kokoro) models. Hosted demo: https://hf.co/spaces/hexgrad/Misaki-G2P English Usage You can run this in one cell on [Google Colab](https://colab.research.google.com/): ```py !pip install -q \"misaki[en]\" from misaki import en g2p = en.G2P(trf=False, british=False, fallback=None) # no transformer, American English text = '[Misaki](/misˈɑki/) is a G2P engine designed for [Kokoro](/kˈOkəɹO/) models.' phonemes, tokens = g2p(text) print(phonemes) # misˈɑki ɪz ə ʤˈitəpˈi ˈɛnʤən dəzˈInd fɔɹ kˈOkəɹO mˈɑdᵊlz. ``` To fallback to espeak: ```py Installing espeak varies across platforms, this silent install works on Colab: !apt-get -qq -y install espeak-ng > /dev/null 2>&1 !pip install -q \"misaki[en]\" phonemizer-fork from misaki import en, espeak fallback = espeak.EspeakFallback(british=False) # en-us g2p = en.G2P(trf=False, british=False, fallback=fallback) # no..."},"evidence_pages":[],"related_signals":[{"id":"a1e9d01a-92cb-4dc2-afcc-a01c52e50ea7","url":"https://onlylabs.fyi/signals/a1e9d01a-92cb-4dc2-afcc-a01c52e50ea7","source_url":"https://github.com/NousResearch/image-size","title":"NousResearch/image-size","context":"forked from getitcheappro/image-size-patched","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-08-08T21:20:58+00:00","first_seen_at":"2026-08-09T07:01:34.514829+00:00","date_source":"source"},{"id":"61e51818-bf87-4cc5-b330-effd0ed71dcc","url":"https://onlylabs.fyi/signals/61e51818-bf87-4cc5-b330-effd0ed71dcc","source_url":"https://github.com/NousResearch/harbor-fork","title":"NousResearch/harbor-fork","context":"forked from harbor-framework/harbor","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-07-02T17:36:24+00:00","first_seen_at":"2026-07-03T07:00:45.987152+00:00","date_source":"source"},{"id":"7fd41897-db0c-40dc-9402-d88767f0ef88","url":"https://onlylabs.fyi/signals/7fd41897-db0c-40dc-9402-d88767f0ef88","source_url":"https://github.com/NousResearch/speculators","title":"NousResearch/speculators","context":"forked from vllm-project/speculators","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-06-29T16:53:44+00:00","first_seen_at":"2026-06-30T07:00:45.271249+00:00","date_source":"source"},{"id":"007a4fd1-4440-4405-853a-0a96c587ccb2","url":"https://onlylabs.fyi/signals/007a4fd1-4440-4405-853a-0a96c587ccb2","source_url":"https://github.com/NousResearch/Automodel","title":"NousResearch/Automodel","context":"forked from NVIDIA-NeMo/Automodel","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:18:10+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"cded9ac1-e648-4965-8bda-97827b4128d0","url":"https://onlylabs.fyi/signals/cded9ac1-e648-4965-8bda-97827b4128d0","source_url":"https://github.com/NousResearch/Megatron-LM","title":"NousResearch/Megatron-LM","context":"forked from NVIDIA/Megatron-LM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:29+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"a66f6267-7e1f-452a-8efd-640d342f9ce6","url":"https://onlylabs.fyi/signals/a66f6267-7e1f-452a-8efd-640d342f9ce6","source_url":"https://github.com/NousResearch/Megatron-Bridge","title":"NousResearch/Megatron-Bridge","context":"forked from NVIDIA-NeMo/Megatron-Bridge","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:08+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"}]}