{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Repo: arcee-ai/NeMo-RL","description":"Arcee AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed","json_url":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed/signal.json","generated_at":"2026-06-11T03:17:54.026827+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed","signal_json":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed/signal.json","source":"https://github.com/arcee-ai/NeMo-RL","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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":"Arcee AI published arcee-ai/NeMo-RL (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo arcee-ai/NeMo-RL · language Python · New repo, low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/arcee-ai/NeMo-RL","source_host":"github.com","occurred_at":"2025-08-14T00:08:13+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"arcee-ai/NeMo-RL","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"12","source":"traction"},{"label":"Notability","value":"New repo, low traction","source":"signal"}],"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/arcee-ai/NeMo-RL"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:54.026827+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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/826f1087-1cc4-4dc9-903a-4a76f26d92ed/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/NeMo-RL","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/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 Arcee AI's repo signal \"arcee-ai/NeMo-RL\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"published repo","object":"arcee-ai/NeMo-RL","text":"Arcee AI published repo arcee-ai/NeMo-RL."},{"subject":"arcee-ai/NeMo-RL","predicate":"is classified as","object":"repo signal","text":"arcee-ai/NeMo-RL is classified as repo signal."},{"subject":"arcee-ai/NeMo-RL","predicate":"belongs to","object":"repos desk","text":"arcee-ai/NeMo-RL belongs to repos desk."},{"subject":"arcee-ai/NeMo-RL","predicate":"has context","object":"Python","text":"arcee-ai/NeMo-RL has context Python."},{"subject":"arcee-ai/NeMo-RL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/NeMo-RL has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/NeMo-RL","predicate":"has captured page count","object":"1","text":"arcee-ai/NeMo-RL has captured page count 1."},{"subject":"arcee-ai/NeMo-RL","predicate":"has readable page count","object":"1","text":"arcee-ai/NeMo-RL has readable page count 1."},{"subject":"arcee-ai/NeMo-RL","predicate":"has related signal count","object":"6","text":"arcee-ai/NeMo-RL has related signal count 6."},{"subject":"arcee-ai/NeMo-RL","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":"arcee-ai/NeMo-RL 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":"arcee-ai/NeMo-RL","predicate":"has source host","object":"github.com","text":"arcee-ai/NeMo-RL has source host github.com."},{"subject":"arcee-ai/NeMo-RL","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/NeMo-RL has lab Arcee AI."},{"subject":"arcee-ai/NeMo-RL","predicate":"has signal desk","object":"repos","text":"arcee-ai/NeMo-RL has signal desk repos."},{"subject":"arcee-ai/NeMo-RL","predicate":"has source host","object":"github.com","text":"arcee-ai/NeMo-RL has source host github.com."},{"subject":"arcee-ai/NeMo-RL","predicate":"has repository","object":"arcee-ai/NeMo-RL","text":"arcee-ai/NeMo-RL has repository arcee-ai/NeMo-RL."},{"subject":"arcee-ai/NeMo-RL","predicate":"has language","object":"Python","text":"arcee-ai/NeMo-RL has language Python."},{"subject":"arcee-ai/NeMo-RL","predicate":"has stars","object":"12","text":"arcee-ai/NeMo-RL has stars 12."},{"subject":"arcee-ai/NeMo-RL","predicate":"has notability","object":"New repo, low traction","text":"arcee-ai/NeMo-RL has notability New repo, low traction."}]},"intelligence":{"signal_desk":"repos","answer":"Arcee AI published arcee-ai/NeMo-RL (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo arcee-ai/NeMo-RL · language Python · New repo, low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"published repo","object":"arcee-ai/NeMo-RL","text":"Arcee AI published repo arcee-ai/NeMo-RL."},{"subject":"arcee-ai/NeMo-RL","predicate":"is classified as","object":"repo signal","text":"arcee-ai/NeMo-RL is classified as repo signal."},{"subject":"arcee-ai/NeMo-RL","predicate":"belongs to","object":"repos desk","text":"arcee-ai/NeMo-RL belongs to repos desk."},{"subject":"arcee-ai/NeMo-RL","predicate":"has context","object":"Python","text":"arcee-ai/NeMo-RL has context Python."},{"subject":"arcee-ai/NeMo-RL","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/NeMo-RL has evidence coverage 1 captured evidence page."}]},"signal":{"id":"826f1087-1cc4-4dc9-903a-4a76f26d92ed","url":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed","json_url":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed/signal.json","source_url":"https://github.com/arcee-ai/NeMo-RL","title":"arcee-ai/NeMo-RL","summary":"Arcee AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-08-14T00:08:13+00:00","first_seen_at":"2026-06-05T22:32:26.032324+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/arcee-ai/NeMo-RL"]},"facets":{"repo":"arcee-ai/NeMo-RL","language":"Python"},"traction":{"github_stars":12,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/arcee-ai/NeMo-RL","final_url":"https://github.com/arcee-ai/NeMo-RL","title":"arcee-ai/NeMo-RL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:54.026827+00:00","bytes":7726,"raw_path":"d306cac990fc58fc13747e1b30113fd5cfc6a54141046208f50e5ec720faf7fa.json","content_hash":"c6be9db21fd483346431586d08aa40debed21b738d52a21c2ea6c3fc9c0c9645","excerpt_chars":1200,"truncated":false,"excerpt":"arcee-ai/NeMo-RL Description: Scalable toolkit for efficient model reinforcement Language: Python License: Apache-2.0 Stars: 12 Forks: 3 Open issues: 1 Created: 2025-08-14T00:08:13Z Pushed: 2026-01-27T05:19:49Z Default branch: main Fork: no Archived: no README: Arcee RLKit **⚠️ This is a fork of NeMo-RL maintained by Arcee AI for internal use, made public for ease of tracking upstream changes. While the fork's code remains under the same license as the upstream repository, we will not provide support. Here be dragons!** If you're looking for the original pre-fork setup instructions, [click here](/docs/README_OLD.md)."},"evidence_pages":[{"url":"https://github.com/arcee-ai/NeMo-RL","final_url":"https://github.com/arcee-ai/NeMo-RL","title":"arcee-ai/NeMo-RL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:54.026827+00:00","bytes":7726,"raw_path":"d306cac990fc58fc13747e1b30113fd5cfc6a54141046208f50e5ec720faf7fa.json","content_hash":"c6be9db21fd483346431586d08aa40debed21b738d52a21c2ea6c3fc9c0c9645","excerpt_chars":1200,"truncated":false,"excerpt":"arcee-ai/NeMo-RL Description: Scalable toolkit for efficient model reinforcement Language: Python License: Apache-2.0 Stars: 12 Forks: 3 Open issues: 1 Created: 2025-08-14T00:08:13Z Pushed: 2026-01-27T05:19:49Z Default branch: main Fork: no Archived: no README: Arcee RLKit **⚠️ This is a fork of NeMo-RL maintained by Arcee AI for internal use, made public for ease of tracking upstream changes. 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