{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Release: novitalabs/novita-cli v0.1.0","description":"Novita AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67","json_url":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67/signal.json","generated_at":"2026-06-11T04:03:40.646707+00:00","org":{"slug":"novita","name":"Novita AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/novita","dossier_json_url":"https://onlylabs.fyi/labs/novita/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67","signal_json":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67/signal.json","source":"https://github.com/novitalabs/novita-cli/releases/tag/v0.1.0","lab_dossier":"https://onlylabs.fyi/labs/novita","lab_dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis":"https://onlylabs.fyi/analysis/novita","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Novita AI published novitalabs/novita-cli v0.1.0 (novitalabs/novita-cli). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine CLI tool release · novita 0.1.0 Repository: novitalabs/novita-cli Tag: v0.1.0 Published: 2026-04-29T08:14:32Z Prerelease: no Release notes: novita 0.1.0 Initial PyPI release for the.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/novitalabs/novita-cli/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2026-04-29T08:14:32+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source","context":"novitalabs/novita-cli"},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/novita-cli","source":"source"},{"label":"Release","value":"novita 0.1.0","source":"source"},{"label":"Notability","value":"Routine CLI tool release","source":"signal"},{"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/novitalabs/novita-cli/releases/tag/v0.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:03:40.646707+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67/signal.json","dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","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/7d767d1b-7189-4851-add8-b98f59302e67/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/novita-cli/releases/tag/v0.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/novita/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/novita/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 Novita AI's release signal \"novitalabs/novita-cli v0.1.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/novita-cli v0.1.0","text":"Novita AI released novitalabs/novita-cli v0.1.0."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"is classified as","object":"release signal","text":"novitalabs/novita-cli v0.1.0 is classified as release signal."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"belongs to","object":"releases desk","text":"novitalabs/novita-cli v0.1.0 belongs to releases desk."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has context","object":"novitalabs/novita-cli","text":"novitalabs/novita-cli v0.1.0 has context novitalabs/novita-cli."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/novita-cli v0.1.0 has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has captured page count","object":"1","text":"novitalabs/novita-cli v0.1.0 has captured page count 1."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has readable page count","object":"1","text":"novitalabs/novita-cli v0.1.0 has readable page count 1."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has related signal count","object":"6","text":"novitalabs/novita-cli v0.1.0 has related signal count 6."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"novitalabs/novita-cli v0.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has source host","object":"github.com","text":"novitalabs/novita-cli v0.1.0 has source host github.com."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has lab","object":"Novita AI","text":"novitalabs/novita-cli v0.1.0 has lab Novita AI."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has signal desk","object":"releases","text":"novitalabs/novita-cli v0.1.0 has signal desk releases."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has source host","object":"github.com","text":"novitalabs/novita-cli v0.1.0 has source host github.com."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has repository","object":"novitalabs/novita-cli","text":"novitalabs/novita-cli v0.1.0 has repository novitalabs/novita-cli."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has release","object":"novita 0.1.0","text":"novitalabs/novita-cli v0.1.0 has release novita 0.1.0."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has notability","object":"Routine CLI tool release","text":"novitalabs/novita-cli v0.1.0 has notability Routine CLI tool release."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has watch term","object":"Infrastructure","text":"novitalabs/novita-cli v0.1.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Novita AI published novitalabs/novita-cli v0.1.0 (novitalabs/novita-cli). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine CLI tool release · novita 0.1.0 Repository: novitalabs/novita-cli Tag: v0.1.0 Published: 2026-04-29T08:14:32Z Prerelease: no Release notes: novita 0.1.0 Initial PyPI release for the.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Novita AI","predicate":"released","object":"novitalabs/novita-cli v0.1.0","text":"Novita AI released novitalabs/novita-cli v0.1.0."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"is classified as","object":"release signal","text":"novitalabs/novita-cli v0.1.0 is classified as release signal."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"belongs to","object":"releases desk","text":"novitalabs/novita-cli v0.1.0 belongs to releases desk."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has context","object":"novitalabs/novita-cli","text":"novitalabs/novita-cli v0.1.0 has context novitalabs/novita-cli."},{"subject":"novitalabs/novita-cli v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/novita-cli v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7d767d1b-7189-4851-add8-b98f59302e67","url":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67","json_url":"https://onlylabs.fyi/signals/7d767d1b-7189-4851-add8-b98f59302e67/signal.json","source_url":"https://github.com/novitalabs/novita-cli/releases/tag/v0.1.0","title":"novitalabs/novita-cli v0.1.0","summary":"Novita AI published release notes. onlylabs watches releases for what actually shipped.","context":"novitalabs/novita-cli","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-04-29T08:14:32+00:00","first_seen_at":"2026-06-05T22:32:19.042343+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/novitalabs/novita-cli/releases/tag/v0.1.0"]},"facets":{"repo":"novitalabs/novita-cli"},"traction":{"github_stars":null,"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/novitalabs/novita-cli/releases/tag/v0.1.0","final_url":"https://github.com/novitalabs/novita-cli/releases/tag/v0.1.0","title":"novitalabs/novita-cli v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:03:40.646707+00:00","bytes":2806,"raw_path":"6b4860fdde07ff666f66f11316d27cce3b12dcab297de24b9b403f6d23951589.json","content_hash":"f188d9fd9e340dc47dc9fe43e3bf35b1501abd2e5f5c8d1aa821c4c93c8b6d6c","excerpt_chars":1200,"truncated":false,"excerpt":"novita 0.1.0 Repository: novitalabs/novita-cli Tag: v0.1.0 Published: 2026-04-29T08:14:32Z Prerelease: no Release notes: novita 0.1.0 Initial PyPI release for the `novita` distribution. 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Highlights - Install with `pip install novita` - Provides the `novita` CLI entry point - Covers text, image, video, audio, files/batch, GPU sandbox runtimes, serverless endpoints, templates, storage, account, and billing commands - Includes README hero artwork and example-oriented usage documentation - Publishes from GitHub Actions using the `v0.1.0` tag Validation - CI passed on Python 3.9, 3.11, and 3.13 - Build and `twine check` passed before release"}],"related_signals":[{"id":"776db259-286d-45c7-8f8f-521cc62d1a95","url":"https://onlylabs.fyi/signals/776db259-286d-45c7-8f8f-521cc62d1a95","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.8","title":"novitalabs/pegaflow v0.22.8","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-10T06:25:17+00:00","first_seen_at":"2026-06-10T07:01:11.369708+00:00","date_source":"source"},{"id":"723d8234-0cf5-4452-9f3f-fbc94b289486","url":"https://onlylabs.fyi/signals/723d8234-0cf5-4452-9f3f-fbc94b289486","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.7","title":"novitalabs/pegaflow v0.22.7","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-09T08:21:52+00:00","first_seen_at":"2026-06-10T07:01:11.369708+00:00","date_source":"source"},{"id":"e1b54b51-4667-49e1-bd3f-a71c1c7e736e","url":"https://onlylabs.fyi/signals/e1b54b51-4667-49e1-bd3f-a71c1c7e736e","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.6","title":"novitalabs/pegaflow v0.22.6","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-05T10:11:02+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"cc9238da-77e3-4146-9efc-63e20848a013","url":"https://onlylabs.fyi/signals/cc9238da-77e3-4146-9efc-63e20848a013","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.5","title":"novitalabs/pegaflow v0.22.5","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-02T09:57:38+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"5539b4aa-6b19-48f1-9b60-ec84e98758c6","url":"https://onlylabs.fyi/signals/5539b4aa-6b19-48f1-9b60-ec84e98758c6","source_url":"https://github.com/novitalabs/pegaflow/releases/tag/v0.22.4","title":"novitalabs/pegaflow v0.22.4","context":"novitalabs/pegaflow","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-29T05:49:47+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"4a874b20-1880-449c-9592-21fc6cf31eb8","url":"https://onlylabs.fyi/signals/4a874b20-1880-449c-9592-21fc6cf31eb8","source_url":"https://github.com/novitalabs/sglang/releases/tag/0.4.2.post2","title":"novitalabs/sglang 0.4.2.post2","context":"novitalabs/sglang","kind":{"key":"release","label":"Release"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-22T06:35:23+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"}]}