{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Repo: novitalabs/modelpick","description":"Novita AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a","json_url":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a/signal.json","generated_at":"2026-06-11T02:41:53.917859+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/55458325-1350-4aa9-a245-25df6fc1ac3a","signal_json":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a/signal.json","source":"https://github.com/novitalabs/modelpick","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Novita AI published novitalabs/modelpick. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo novitalabs/modelpick · New repo, no traction yet.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/novitalabs/modelpick","source_host":"github.com","occurred_at":"2026-05-27T12:40:56+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/modelpick","source":"source"},{"label":"Notability","value":"New repo, no traction yet.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/novitalabs/modelpick"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:41:53.917859+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/55458325-1350-4aa9-a245-25df6fc1ac3a/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/modelpick","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":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 Novita AI's repo signal \"novitalabs/modelpick\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/modelpick","text":"Novita AI published repo novitalabs/modelpick."},{"subject":"novitalabs/modelpick","predicate":"is classified as","object":"repo signal","text":"novitalabs/modelpick is classified as repo signal."},{"subject":"novitalabs/modelpick","predicate":"belongs to","object":"repos desk","text":"novitalabs/modelpick belongs to repos desk."},{"subject":"novitalabs/modelpick","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/modelpick has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/modelpick","predicate":"has captured page count","object":"1","text":"novitalabs/modelpick has captured page count 1."},{"subject":"novitalabs/modelpick","predicate":"has readable page count","object":"1","text":"novitalabs/modelpick has readable page count 1."},{"subject":"novitalabs/modelpick","predicate":"has related signal count","object":"6","text":"novitalabs/modelpick has related signal count 6."},{"subject":"novitalabs/modelpick","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":"novitalabs/modelpick 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":"novitalabs/modelpick","predicate":"has source host","object":"github.com","text":"novitalabs/modelpick has source host github.com."},{"subject":"novitalabs/modelpick","predicate":"has lab","object":"Novita AI","text":"novitalabs/modelpick has lab Novita AI."},{"subject":"novitalabs/modelpick","predicate":"has signal desk","object":"repos","text":"novitalabs/modelpick has signal desk repos."},{"subject":"novitalabs/modelpick","predicate":"has source host","object":"github.com","text":"novitalabs/modelpick has source host github.com."},{"subject":"novitalabs/modelpick","predicate":"has repository","object":"novitalabs/modelpick","text":"novitalabs/modelpick has repository novitalabs/modelpick."},{"subject":"novitalabs/modelpick","predicate":"has notability","object":"New repo, no traction yet.","text":"novitalabs/modelpick has notability New repo, no traction yet.."},{"subject":"novitalabs/modelpick","predicate":"has watch term","object":"Eval methodology","text":"novitalabs/modelpick has watch term Eval methodology."},{"subject":"novitalabs/modelpick","predicate":"has watch term","object":"Safety and alignment","text":"novitalabs/modelpick has watch term Safety and alignment."},{"subject":"novitalabs/modelpick","predicate":"has watch term","object":"Agents and tool use","text":"novitalabs/modelpick has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Novita AI published novitalabs/modelpick. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo novitalabs/modelpick · New repo, no traction yet.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/modelpick","text":"Novita AI published repo novitalabs/modelpick."},{"subject":"novitalabs/modelpick","predicate":"is classified as","object":"repo signal","text":"novitalabs/modelpick is classified as repo signal."},{"subject":"novitalabs/modelpick","predicate":"belongs to","object":"repos desk","text":"novitalabs/modelpick belongs to repos desk."},{"subject":"novitalabs/modelpick","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/modelpick has evidence coverage 1 captured evidence page."}]},"signal":{"id":"55458325-1350-4aa9-a245-25df6fc1ac3a","url":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a","json_url":"https://onlylabs.fyi/signals/55458325-1350-4aa9-a245-25df6fc1ac3a/signal.json","source_url":"https://github.com/novitalabs/modelpick","title":"novitalabs/modelpick","summary":"Novita AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-27T12:40:56+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/modelpick"]},"facets":{"repo":"novitalabs/modelpick"},"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":{"url":"https://github.com/novitalabs/modelpick","final_url":"https://github.com/novitalabs/modelpick","title":"novitalabs/modelpick repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:53.917859+00:00","bytes":11337,"raw_path":"1d30e10d111e07ec6bada9b3a6f2841b23e7de1d7dc71b9bd40e5bcceb195a1a.json","content_hash":"24cfa275dd39a90f44abd5aa625891af6adfc7fd86ba9daaa527d3c3b812c6b7","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/modelpick Stars: 0 Forks: 0 Open issues: 0 Created: 2026-05-27T12:40:56Z Pushed: 2026-05-27T13:18:45Z Default branch: main Fork: no Archived: no README: **English** | [简体中文](./README.zh.md) ModelPick > Let your coding agent pick the right model — automatically. > **One endpoint for every coding agent. The right model for every task.** **ModelPick** is a local LLM routing gateway. Point Claude Code, Codex CLI, Gemini CLI, Cursor, Cline, and OpenCode at a single endpoint — ModelPick decides which provider and model serves each request. It can pick the cheapest model that's still up to the task, or you can write your own rules to favor quality over cost (or the other way around). **Local-first · Multi-harness · Task-aware routing · Configurable rules · Explainable & replayable** > 🚧 Under active design & development. This is the RFC stage — the install command and config below are a preview. Feedback welcome. ```bash One-line install curl -fsSL https://get.modelpick.dev | sh Point your coding agents at it export ANTHROPIC_BASE_URL=http://localhost:8788 export OPENAI_BASE_URL=http://localhost:8788 ``` From this moment, your coding agent is no longer locked to a single..."},"evidence_pages":[{"url":"https://github.com/novitalabs/modelpick","final_url":"https://github.com/novitalabs/modelpick","title":"novitalabs/modelpick repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:53.917859+00:00","bytes":11337,"raw_path":"1d30e10d111e07ec6bada9b3a6f2841b23e7de1d7dc71b9bd40e5bcceb195a1a.json","content_hash":"24cfa275dd39a90f44abd5aa625891af6adfc7fd86ba9daaa527d3c3b812c6b7","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/modelpick Stars: 0 Forks: 0 Open issues: 0 Created: 2026-05-27T12:40:56Z Pushed: 2026-05-27T13:18:45Z Default branch: main Fork: no Archived: no README: **English** | [简体中文](./README.zh.md) ModelPick > Let your coding agent pick the right model — automatically. > **One endpoint for every coding agent. The right model for every task.** **ModelPick** is a local LLM routing gateway. Point Claude Code, Codex CLI, Gemini CLI, Cursor, Cline, and OpenCode at a single endpoint — ModelPick decides which provider and model serves each request. It can pick the cheapest model that's still up to the task, or you can write your own rules to favor quality over cost (or the other way around). **Local-first · Multi-harness · Task-aware routing · Configurable rules · Explainable & replayable** > 🚧 Under active design & development. This is the RFC stage — the install command and config below are a preview. Feedback welcome. ```bash One-line install curl -fsSL https://get.modelpick.dev | sh Point your coding agents at it export ANTHROPIC_BASE_URL=http://localhost:8788 export OPENAI_BASE_URL=http://localhost:8788 ``` From this moment, your coding agent is no longer locked to a single..."}],"related_signals":[{"id":"c9dad096-0577-42b4-a851-98f4e4d8bd11","url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11","source_url":"https://github.com/novitalabs/agentmemory-lab","title":"novitalabs/agentmemory-lab","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-03T09:46:38+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"6b68d4cb-4d37-44ee-a8ee-fd8a001696ab","url":"https://onlylabs.fyi/signals/6b68d4cb-4d37-44ee-a8ee-fd8a001696ab","source_url":"https://github.com/novitalabs/MulticaPlusPlus","title":"novitalabs/MulticaPlusPlus","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-02T05:39:47+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"807a457e-c931-452a-a399-81b0b5c254ae","url":"https://onlylabs.fyi/signals/807a457e-c931-452a-a399-81b0b5c254ae","source_url":"https://github.com/novitalabs/mintlify-starter","title":"novitalabs/mintlify-starter","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T09:01:41+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"146a7186-6db8-478f-9250-aee2912d9f4b","url":"https://onlylabs.fyi/signals/146a7186-6db8-478f-9250-aee2912d9f4b","source_url":"https://github.com/novitalabs/documentation","title":"novitalabs/documentation","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T08:55:00+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"c5176c82-5de3-4105-bb61-62e8750f327c","url":"https://onlylabs.fyi/signals/c5176c82-5de3-4105-bb61-62e8750f327c","source_url":"https://github.com/novitalabs/mintlify-docs","title":"novitalabs/mintlify-docs","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T08:49:03+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"bc31999a-2692-4cfe-916a-d755aa7d2089","url":"https://onlylabs.fyi/signals/bc31999a-2692-4cfe-916a-d755aa7d2089","source_url":"https://github.com/novitalabs/novita-model-cms","title":"novitalabs/novita-model-cms","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T07:43:50+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"}]}