{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/knu-2026-summer-bootcamp-project","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12","json_url":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12/signal.json","generated_at":"2026-06-13T15:35:05.021Z","evidence_latest_fetched_at":"2026-06-13T08:03:27.100338+00:00","signal_first_seen_at":"2026-06-13T07:00:22.302757+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/de6cbfa6-4b9a-4bdb-8054-19198539fe12","signal_json":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12/signal.json","source":"https://github.com/UpstageAI/knu-2026-summer-bootcamp-project","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/knu-2026-summer-bootcamp-project (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/knu-2026-summer-bootcamp-project · language Python · Routine bootcamp project repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/UpstageAI/knu-2026-summer-bootcamp-project","source_host":"github.com","occurred_at":"2026-06-12T07:06:29+00:00","first_seen_at":"2026-06-13T07:00:22.302757+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/knu-2026-summer-bootcamp-project","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"Routine bootcamp project repo","source":"signal"},{"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/UpstageAI/knu-2026-summer-bootcamp-project"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-13T08:03:27.100338+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12/signal.json","dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/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/de6cbfa6-4b9a-4bdb-8054-19198539fe12/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/knu-2026-summer-bootcamp-project","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/knu-2026-summer-bootcamp-project\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/knu-2026-summer-bootcamp-project","text":"Upstage (Solar) published repo UpstageAI/knu-2026-summer-bootcamp-project."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"is classified as","object":"repo signal","text":"UpstageAI/knu-2026-summer-bootcamp-project is classified as repo signal."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"belongs to","object":"repos desk","text":"UpstageAI/knu-2026-summer-bootcamp-project belongs to repos desk."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has context","object":"Python","text":"UpstageAI/knu-2026-summer-bootcamp-project has context Python."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/knu-2026-summer-bootcamp-project has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has captured page count","object":"1","text":"UpstageAI/knu-2026-summer-bootcamp-project has captured page count 1."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has readable page count","object":"1","text":"UpstageAI/knu-2026-summer-bootcamp-project has readable page count 1."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has related signal count","object":"6","text":"UpstageAI/knu-2026-summer-bootcamp-project has related signal count 6."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","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/knu-2026-summer-bootcamp-project 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/knu-2026-summer-bootcamp-project","predicate":"has source host","object":"github.com","text":"UpstageAI/knu-2026-summer-bootcamp-project has source host github.com."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/knu-2026-summer-bootcamp-project has lab Upstage (Solar)."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has signal desk","object":"repos","text":"UpstageAI/knu-2026-summer-bootcamp-project has signal desk repos."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has source host","object":"github.com","text":"UpstageAI/knu-2026-summer-bootcamp-project has source host github.com."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has repository","object":"UpstageAI/knu-2026-summer-bootcamp-project","text":"UpstageAI/knu-2026-summer-bootcamp-project has repository UpstageAI/knu-2026-summer-bootcamp-project."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has language","object":"Python","text":"UpstageAI/knu-2026-summer-bootcamp-project has language Python."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has notability","object":"Routine bootcamp project repo","text":"UpstageAI/knu-2026-summer-bootcamp-project has notability Routine bootcamp project repo."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has watch term","object":"Safety and alignment","text":"UpstageAI/knu-2026-summer-bootcamp-project has watch term Safety and alignment."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has watch term","object":"Agents and tool use","text":"UpstageAI/knu-2026-summer-bootcamp-project has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/knu-2026-summer-bootcamp-project (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/knu-2026-summer-bootcamp-project · language Python · Routine bootcamp project repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/knu-2026-summer-bootcamp-project","text":"Upstage (Solar) published repo UpstageAI/knu-2026-summer-bootcamp-project."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"is classified as","object":"repo signal","text":"UpstageAI/knu-2026-summer-bootcamp-project is classified as repo signal."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"belongs to","object":"repos desk","text":"UpstageAI/knu-2026-summer-bootcamp-project belongs to repos desk."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has context","object":"Python","text":"UpstageAI/knu-2026-summer-bootcamp-project has context Python."},{"subject":"UpstageAI/knu-2026-summer-bootcamp-project","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/knu-2026-summer-bootcamp-project has evidence coverage 1 captured evidence page."}]},"signal":{"id":"de6cbfa6-4b9a-4bdb-8054-19198539fe12","url":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12","json_url":"https://onlylabs.fyi/signals/de6cbfa6-4b9a-4bdb-8054-19198539fe12/signal.json","source_url":"https://github.com/UpstageAI/knu-2026-summer-bootcamp-project","title":"UpstageAI/knu-2026-summer-bootcamp-project","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":"2026-06-12T07:06:29+00:00","first_seen_at":"2026-06-13T07:00:22.302757+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/knu-2026-summer-bootcamp-project"]},"facets":{"repo":"UpstageAI/knu-2026-summer-bootcamp-project","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/knu-2026-summer-bootcamp-project","final_url":"https://github.com/UpstageAI/knu-2026-summer-bootcamp-project","title":"UpstageAI/knu-2026-summer-bootcamp-project repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T08:03:27.100338+00:00","bytes":16304,"raw_path":"651dd64998fd625feb47d318134b8ea0567042c4d309edb0f6c6228a905d92d0.json","content_hash":"a527c8c1492452d1978acdd4ff9ee37884c31b613a3193cb1bc69404a9e4ed45","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/knu-2026-summer-bootcamp-project Description: 강원대학교 2026 여름학기 부트캠프 최종 프로젝트 제출 (마감: 2026-07-14 12:00) Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-06-12T07:06:29Z Pushed: 2026-06-12T07:12:23Z Default branch: main Fork: no Archived: no README: 강원대학교 2026 여름학기 부트캠프 — 프로젝트 제출 저장소 이 저장소는 **강원대학교(KNU) 2026년 여름학기 부트캠프**의 팀별 최종 프로젝트를 제출하기 위한 repository입니다. 각 팀은 `projects/` 아래에 자신의 팀 폴더를 만들고, Pull Request(PR)로 제출합니다. 프로젝트 내부 구조와 기술 스택은 자유롭게 구성할 수 있지만, 제출 폴더명과 기본 설명 파일은 아래 규칙을 따라주세요. 프로그램 안내 | 항목 | 내용 | |---|---| | 프로그램 | 강원대학교 2026년 여름학기 부트캠프 | | 운영 기간 | 2026-06-17(수) ~ 2026-07-14(화) | | 최종 프로젝트 제출 마감 | **2026-07-14(화) 12:00** | | 제출 방법 | `projects/` 아래 팀 폴더 + Pull Request | | 문의 | 막히는 부분이 있으면 이 저장소 상단 **Issues** 탭에서 새 이슈를 열어주세요 | > **제출물 활용 안내:** 제출된 프로젝트의 `README.md`와 `project.yml`은 부트캠프 프로젝트 소개 페이지, 우수작 전시, 블로그/회고 자료 등에 활용될 수 있습니다. 공개되면 안 되는 비밀 정보(API key, 개인정보 등)는 제출물에 포함하지 마세요. --- 1. 제출 구조 각 팀은 `projects/` 아래에 하나의 팀 폴더만 만들어 제출합니다. ```text projects/team01-project-name/ projects/team02-project-name/ projects/team12-ai-agent/ ``` 팀 폴더명은 아래 형식을 사용합니다. ```text teamNN-project-name ``` 규칙: - `NN`은 두 자리 팀 번호입니다. 예: `01`, `02`, `12`, `60` - `project-name`은 영어 소문자,..."},"evidence_pages":[],"related_signals":[{"id":"edc79978-c686-4eb1-9ed4-90838928c967","url":"https://onlylabs.fyi/signals/edc79978-c686-4eb1-9ed4-90838928c967","source_url":"https://github.com/UpstageAI/upstage-ambassador-2nd-final-project","title":"UpstageAI/upstage-ambassador-2nd-final-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-27T04:05:19+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"b8e15867-82c2-490e-ad65-8d89cd761384","url":"https://onlylabs.fyi/signals/b8e15867-82c2-490e-ad65-8d89cd761384","source_url":"https://github.com/UpstageAI/seoul-sw-maestro-project","title":"UpstageAI/seoul-sw-maestro-project","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:39+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"0dc521e0-898a-4466-ba69-f59fb98616f7","url":"https://onlylabs.fyi/signals/0dc521e0-898a-4466-ba69-f59fb98616f7","source_url":"https://github.com/UpstageAI/busan-sw-maestro-project","title":"UpstageAI/busan-sw-maestro-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:34+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"a0b1ee78-a24b-402f-a9d7-4707bac72871","url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871","source_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-16T04:23:18+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"becf30e8-6640-4619-bf99-abfee14e2952","url":"https://onlylabs.fyi/signals/becf30e8-6640-4619-bf99-abfee14e2952","source_url":"https://github.com/UpstageAI/upstage-extensions-hub","title":"UpstageAI/upstage-extensions-hub","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-20T04:21:54+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"c05b141b-94ce-43d5-bf49-dd6edf776053","url":"https://onlylabs.fyi/signals/c05b141b-94ce-43d5-bf49-dd6edf776053","source_url":"https://github.com/UpstageAI/security-audit","title":"UpstageAI/security-audit","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-01T03:36:08+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}