{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/knu-bootcamp-projects","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f","json_url":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f/signal.json","generated_at":"2026-06-11T03:18:02.806169+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/29d07979-bd6c-41e0-b4e4-fa958338242f","signal_json":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f/signal.json","source":"https://github.com/UpstageAI/knu-bootcamp-projects","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-bootcamp-projects. 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-bootcamp-projects · Routine bootcamp projects repo, no 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/UpstageAI/knu-bootcamp-projects","source_host":"github.com","occurred_at":"2025-11-21T11:22:26+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":null},"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-bootcamp-projects","source":"source"},{"label":"Notability","value":"Routine bootcamp projects repo, no traction","source":"signal"},{"label":"Watch term","value":"Infrastructure","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-bootcamp-projects"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:02.806169+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f/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/29d07979-bd6c-41e0-b4e4-fa958338242f/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/knu-bootcamp-projects","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-bootcamp-projects\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/knu-bootcamp-projects","text":"Upstage (Solar) published repo UpstageAI/knu-bootcamp-projects."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"is classified as","object":"repo signal","text":"UpstageAI/knu-bootcamp-projects is classified as repo signal."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"belongs to","object":"repos desk","text":"UpstageAI/knu-bootcamp-projects belongs to repos desk."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/knu-bootcamp-projects has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has captured page count","object":"1","text":"UpstageAI/knu-bootcamp-projects has captured page count 1."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has readable page count","object":"1","text":"UpstageAI/knu-bootcamp-projects has readable page count 1."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has related signal count","object":"6","text":"UpstageAI/knu-bootcamp-projects has related signal count 6."},{"subject":"UpstageAI/knu-bootcamp-projects","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-bootcamp-projects 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-bootcamp-projects","predicate":"has source host","object":"github.com","text":"UpstageAI/knu-bootcamp-projects has source host github.com."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/knu-bootcamp-projects has lab Upstage (Solar)."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has signal desk","object":"repos","text":"UpstageAI/knu-bootcamp-projects has signal desk repos."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has source host","object":"github.com","text":"UpstageAI/knu-bootcamp-projects has source host github.com."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has repository","object":"UpstageAI/knu-bootcamp-projects","text":"UpstageAI/knu-bootcamp-projects has repository UpstageAI/knu-bootcamp-projects."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has notability","object":"Routine bootcamp projects repo, no traction","text":"UpstageAI/knu-bootcamp-projects has notability Routine bootcamp projects repo, no traction."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has watch term","object":"Infrastructure","text":"UpstageAI/knu-bootcamp-projects has watch term Infrastructure."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has watch term","object":"Agents and tool use","text":"UpstageAI/knu-bootcamp-projects has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/knu-bootcamp-projects. 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-bootcamp-projects · Routine bootcamp projects repo, no traction. 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-bootcamp-projects","text":"Upstage (Solar) published repo UpstageAI/knu-bootcamp-projects."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"is classified as","object":"repo signal","text":"UpstageAI/knu-bootcamp-projects is classified as repo signal."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"belongs to","object":"repos desk","text":"UpstageAI/knu-bootcamp-projects belongs to repos desk."},{"subject":"UpstageAI/knu-bootcamp-projects","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/knu-bootcamp-projects has evidence coverage 1 captured evidence page."}]},"signal":{"id":"29d07979-bd6c-41e0-b4e4-fa958338242f","url":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f","json_url":"https://onlylabs.fyi/signals/29d07979-bd6c-41e0-b4e4-fa958338242f/signal.json","source_url":"https://github.com/UpstageAI/knu-bootcamp-projects","title":"UpstageAI/knu-bootcamp-projects","summary":"Upstage (Solar) 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":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-11-21T11:22:26+00:00","first_seen_at":"2026-06-05T22:32:23.278679+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-bootcamp-projects"]},"facets":{"repo":"UpstageAI/knu-bootcamp-projects"},"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/UpstageAI/knu-bootcamp-projects","final_url":"https://github.com/UpstageAI/knu-bootcamp-projects","title":"UpstageAI/knu-bootcamp-projects repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:02.806169+00:00","bytes":13537,"raw_path":"da050daf3de68170fc46ba662d76bd4af38b77e6032b39fe765cc346a8dac403.json","content_hash":"d168d2602cc062b9c4f626bca8ed901aaf6676b9dd78f8d108f5ec2feee6865d","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/knu-bootcamp-projects Description: 강원대 최종프로젝트 레포지토리 링크입니다. Stars: 0 Forks: 0 Open issues: 0 Created: 2025-11-21T11:22:26Z Pushed: 2026-01-02T23:40:36Z Default branch: main Fork: no Archived: no README: KNU Bootcamp Projects Repository 강원대학교(KNU) AI 부트캠프 최종 프로젝트 제출 리포지토리입니다. 개요 이 리포지토리는 강원대학교 부트캠프 참가자들의 최종 프로젝트를 관리하고 제출하기 위한 공식 공간입니다. 모든 팀은 독립적인 프로젝트 디렉토리에서 작업하며, 아래 가이드라인을 따라 프로젝트를 제출합니다. --- 프로젝트 구조 ``` knu-bootcamp-projects/ ├── README.md # 본 문서 ├── projects/ # 모든 팀 프로젝트가 위치하는 디렉토리 │ ├── knu-bootcamp-template/ # 프로젝트 템플릿 (참고용) │ └── [팀명]/ # 각 팀의 프로젝트 디렉토리 └── example_directory.md # 프로젝트 구조 참고 문서 ``` --- 프로젝트 시작 가이드 1. 팀 디렉토리 생성 `projects/` 디렉토리 하위에 팀명으로 신규 디렉토리를 생성합니다. **규칙:** - 디렉토리명은 영문 소문자 사용 - 공백 대신 하이픈(`-`) 사용 - 예시: `projects/team-1-financial-agent/` 2. 프로젝트 파일 관리 모든 프로젝트 관련 파일은 팀 디렉토리 내부에 위치해야 합니다. **주의사항:** - 소스 코드, 문서, 설정 파일 등 모든 산출물 포함 - 다른 팀 디렉토리 수정 금지 (Merge Conflict 방지) - 기술 스택 및 배포 방식은 자유롭게 선택 가능 3. README 작성 (필수) 각 팀 디렉토리에는 반드시 `README.md` 파일이 포함되어야 합니다. **필수 포함 항목:** - 프로젝트 이름 - 팀원 소개 - 프로젝트 개요 및 목적 - 주요 기능 - 기술 스택 및 아키텍처 - 설치 및 실행 방법 - 데모 또는 스크린샷 (선택사항) --- 제공 템플릿 `projects/knu-bootcamp-template/` 디렉토리에서 프로젝트 구조 템플릿을 제공합니다. 템플릿 구조 ```..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/knu-bootcamp-projects","final_url":"https://github.com/UpstageAI/knu-bootcamp-projects","title":"UpstageAI/knu-bootcamp-projects repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:02.806169+00:00","bytes":13537,"raw_path":"da050daf3de68170fc46ba662d76bd4af38b77e6032b39fe765cc346a8dac403.json","content_hash":"d168d2602cc062b9c4f626bca8ed901aaf6676b9dd78f8d108f5ec2feee6865d","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/knu-bootcamp-projects Description: 강원대 최종프로젝트 레포지토리 링크입니다. Stars: 0 Forks: 0 Open issues: 0 Created: 2025-11-21T11:22:26Z Pushed: 2026-01-02T23:40:36Z Default branch: main Fork: no Archived: no README: KNU Bootcamp Projects Repository 강원대학교(KNU) AI 부트캠프 최종 프로젝트 제출 리포지토리입니다. 개요 이 리포지토리는 강원대학교 부트캠프 참가자들의 최종 프로젝트를 관리하고 제출하기 위한 공식 공간입니다. 모든 팀은 독립적인 프로젝트 디렉토리에서 작업하며, 아래 가이드라인을 따라 프로젝트를 제출합니다. --- 프로젝트 구조 ``` knu-bootcamp-projects/ ├── README.md # 본 문서 ├── projects/ # 모든 팀 프로젝트가 위치하는 디렉토리 │ ├── knu-bootcamp-template/ # 프로젝트 템플릿 (참고용) │ └── [팀명]/ # 각 팀의 프로젝트 디렉토리 └── example_directory.md # 프로젝트 구조 참고 문서 ``` --- 프로젝트 시작 가이드 1. 팀 디렉토리 생성 `projects/` 디렉토리 하위에 팀명으로 신규 디렉토리를 생성합니다. **규칙:** - 디렉토리명은 영문 소문자 사용 - 공백 대신 하이픈(`-`) 사용 - 예시: `projects/team-1-financial-agent/` 2. 프로젝트 파일 관리 모든 프로젝트 관련 파일은 팀 디렉토리 내부에 위치해야 합니다. **주의사항:** - 소스 코드, 문서, 설정 파일 등 모든 산출물 포함 - 다른 팀 디렉토리 수정 금지 (Merge Conflict 방지) - 기술 스택 및 배포 방식은 자유롭게 선택 가능 3. README 작성 (필수) 각 팀 디렉토리에는 반드시 `README.md` 파일이 포함되어야 합니다. **필수 포함 항목:** - 프로젝트 이름 - 팀원 소개 - 프로젝트 개요 및 목적 - 주요 기능 - 기술 스택 및 아키텍처 - 설치 및 실행 방법 - 데모 또는 스크린샷 (선택사항) --- 제공 템플릿 `projects/knu-bootcamp-template/` 디렉토리에서 프로젝트 구조 템플릿을 제공합니다. 템플릿 구조 ```..."}],"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"}]}