{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/studio-demo-kit-public","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7","json_url":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7/signal.json","generated_at":"2026-10-24T20:16:26.595Z","evidence_latest_fetched_at":"2026-10-19T07:03:54.501499+00:00","signal_first_seen_at":"2026-10-19T07:00:45.990394+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7","signal_json":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7/signal.json","source":"https://github.com/UpstageAI/studio-demo-kit-public","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/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":"Upstage (Solar) published UpstageAI/studio-demo-kit-public (Python). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/studio-demo-kit-public","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/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 Upstage (Solar)'s repo signal \"UpstageAI/studio-demo-kit-public\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/studio-demo-kit-public","text":"Upstage (Solar) published repo UpstageAI/studio-demo-kit-public."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"is classified as","object":"repo signal","text":"UpstageAI/studio-demo-kit-public is classified as repo signal."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"belongs to","object":"repos desk","text":"UpstageAI/studio-demo-kit-public belongs to repos desk."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has context","object":"Python","text":"UpstageAI/studio-demo-kit-public has context Python."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/studio-demo-kit-public has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has captured page count","object":"1","text":"UpstageAI/studio-demo-kit-public has captured page count 1."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has readable page count","object":"1","text":"UpstageAI/studio-demo-kit-public has readable page count 1."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has related signal count","object":"6","text":"UpstageAI/studio-demo-kit-public has related signal count 6."},{"subject":"UpstageAI/studio-demo-kit-public","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":"UpstageAI/studio-demo-kit-public 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":"UpstageAI/studio-demo-kit-public","predicate":"has source host","object":"github.com","text":"UpstageAI/studio-demo-kit-public has source host github.com."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/studio-demo-kit-public has lab Upstage (Solar)."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has signal desk","object":"repos","text":"UpstageAI/studio-demo-kit-public has signal desk repos."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has source host","object":"github.com","text":"UpstageAI/studio-demo-kit-public has source host github.com."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has repository","object":"UpstageAI/studio-demo-kit-public","text":"UpstageAI/studio-demo-kit-public has repository UpstageAI/studio-demo-kit-public."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has language","object":"Python","text":"UpstageAI/studio-demo-kit-public has language Python."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/studio-demo-kit-public (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/studio-demo-kit-public · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/studio-demo-kit-public","text":"Upstage (Solar) published repo UpstageAI/studio-demo-kit-public."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"is classified as","object":"repo signal","text":"UpstageAI/studio-demo-kit-public is classified as repo signal."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"belongs to","object":"repos desk","text":"UpstageAI/studio-demo-kit-public belongs to repos desk."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has context","object":"Python","text":"UpstageAI/studio-demo-kit-public has context Python."},{"subject":"UpstageAI/studio-demo-kit-public","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/studio-demo-kit-public has evidence coverage 1 captured evidence page."}]},"signal":{"id":"23210504-2d87-403b-8fa3-4b2a4909eea7","url":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7","json_url":"https://onlylabs.fyi/signals/23210504-2d87-403b-8fa3-4b2a4909eea7/signal.json","source_url":"https://github.com/UpstageAI/studio-demo-kit-public","title":"UpstageAI/studio-demo-kit-public","summary":"Upstage (Solar) 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":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-19T06:45:53+00:00","first_seen_at":"2026-10-19T07:00:45.990394+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/UpstageAI/studio-demo-kit-public"]},"facets":{"repo":"UpstageAI/studio-demo-kit-public","language":"Python"},"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/UpstageAI/studio-demo-kit-public","final_url":"https://github.com/UpstageAI/studio-demo-kit-public","title":"UpstageAI/studio-demo-kit-public repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-19T07:03:54.501499+00:00","bytes":9334,"raw_path":"881566a937cd6b150865324d48f890aac74e14a7f6552ee4013a935d936237f1.json","content_hash":"e54b4f39ec4b7297fc8bc1362ff25cb8714155c3011af88ebfbff51cfccdf5b9","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/studio-demo-kit-public Description: Claude Code skills for planning and building Upstage Studio customer demos (public edition) Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-19T06:45:53Z Pushed: 2026-10-19T06:45:58Z Default branch: main Fork: no Archived: no README: Studio Demo Kit (public edition) Claude Code skills for planning and building customer demos on [Upstage Studio](https://www.upstage.ai/) and Solar: define the customer's problem in their own words, pick a use-case pattern, build a working demo where people make the final call, verify it, and hand over a presenter guide. | Skill | What it does | |---|---| | `client-problem-map` | Industry, company and meeting attendees → ten candidate tasks in the customer's language, prioritised, with an opening for each attendee | | `studio-demo-builder` | A defined problem → pattern (Enter, Match, Validate, Generate, Analyze) and archetype → spec → build → verification → deploy → presenter guide | `context/taxonomy.md` is the classification we use for demos (industry, department, pattern, Studio features, visibility). 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