{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/edu-usecase-hackathon","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871","json_url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871/signal.json","generated_at":"2026-06-11T02:42:05.226103+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/a0b1ee78-a24b-402f-a9d7-4707bac72871","signal_json":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871/signal.json","source":"https://github.com/UpstageAI/edu-usecase-hackathon","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/edu-usecase-hackathon. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/edu-usecase-hackathon · Routine hackathon repo, low impact.. 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/edu-usecase-hackathon","source_host":"github.com","occurred_at":"2026-05-16T04:23:18+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/edu-usecase-hackathon","source":"source"},{"label":"Notability","value":"Routine hackathon repo, low impact.","source":"signal"}],"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/edu-usecase-hackathon"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:05.226103+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871/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/a0b1ee78-a24b-402f-a9d7-4707bac72871/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/edu-usecase-hackathon","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/edu-usecase-hackathon\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/edu-usecase-hackathon","text":"Upstage (Solar) published repo UpstageAI/edu-usecase-hackathon."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"is classified as","object":"repo signal","text":"UpstageAI/edu-usecase-hackathon is classified as repo signal."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"belongs to","object":"repos desk","text":"UpstageAI/edu-usecase-hackathon belongs to repos desk."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/edu-usecase-hackathon has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has captured page count","object":"1","text":"UpstageAI/edu-usecase-hackathon has captured page count 1."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has readable page count","object":"1","text":"UpstageAI/edu-usecase-hackathon has readable page count 1."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has related signal count","object":"6","text":"UpstageAI/edu-usecase-hackathon has related signal count 6."},{"subject":"UpstageAI/edu-usecase-hackathon","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/edu-usecase-hackathon 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/edu-usecase-hackathon","predicate":"has source host","object":"github.com","text":"UpstageAI/edu-usecase-hackathon has source host github.com."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/edu-usecase-hackathon has lab Upstage (Solar)."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has signal desk","object":"repos","text":"UpstageAI/edu-usecase-hackathon has signal desk repos."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has source host","object":"github.com","text":"UpstageAI/edu-usecase-hackathon has source host github.com."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has repository","object":"UpstageAI/edu-usecase-hackathon","text":"UpstageAI/edu-usecase-hackathon has repository UpstageAI/edu-usecase-hackathon."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has notability","object":"Routine hackathon repo, low impact.","text":"UpstageAI/edu-usecase-hackathon has notability Routine hackathon repo, low impact.."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/edu-usecase-hackathon. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/edu-usecase-hackathon · Routine hackathon repo, low impact.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/edu-usecase-hackathon","text":"Upstage (Solar) published repo UpstageAI/edu-usecase-hackathon."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"is classified as","object":"repo signal","text":"UpstageAI/edu-usecase-hackathon is classified as repo signal."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"belongs to","object":"repos desk","text":"UpstageAI/edu-usecase-hackathon belongs to repos desk."},{"subject":"UpstageAI/edu-usecase-hackathon","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/edu-usecase-hackathon has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a0b1ee78-a24b-402f-a9d7-4707bac72871","url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871","json_url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871/signal.json","source_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon","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":"2026-05-16T04:23:18+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/edu-usecase-hackathon"]},"facets":{"repo":"UpstageAI/edu-usecase-hackathon"},"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/edu-usecase-hackathon","final_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:05.226103+00:00","bytes":9941,"raw_path":"b6b23374d4468d2be4a33f5d87dc3a4b2476ad6420387abea864a832ac36d280.json","content_hash":"ce5e9e8b57f5df666c2a4ac6ce5c3531240dcdf2c11e11261ad485dbfa449670","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/edu-usecase-hackathon Description: 해커톤 유즈케이스 Stars: 0 Forks: 4 Open issues: 3 Created: 2026-05-16T04:23:18Z Pushed: 2026-05-16T11:03:23Z Default branch: main Fork: no Archived: no README: edu-usecase-hackathon 업스테이지(Upstage) 교육 분야 해커톤에서 발굴된 유즈케이스를 수집하는 레포지토리입니다. Solar LLM, Document Parse, Embeddings 등 Upstage API가 교육 현장에서 어떻게 활용되었는지 사례를 모읍니다. 폴더 구조 ``` edu-usecase-hackathon/ ├── README.md # 본 문서 ├── _TEMPLATE/ # 신규 해커톤 추가용 템플릿 │ ├── README.md # 해커톤 README 템플릿 │ └── _PROJECT_TEMPLATE/ │ └── README.md # 프로젝트 README 템플릿 └── [HackathonName]_Topic/ # 해커톤별 폴더 ├── README.md # 해커톤 개요 └── project-name/ # 프로젝트별 폴더 ├── README.md # 프로젝트 README └── ... # 프로젝트 코드/리소스 ``` 네이밍 규칙 해커톤 폴더 — `[HackathonName]_Topic` (영문) 폴더명만 보고도 **어떤 해커톤**에서 **어떤 Upstage API/주제**로 진행됐는지 드러나게 작성합니다. 예시: - `[Upstage-Edu-Hackathon-2025]_RAG-Learning-Assistant` - `[UpstageX-2024]_Document-Parse-for-EduContent` - `[GlobalAI-Edu]_Solar-Multilingual-Tutoring` 프로젝트 폴더 — `project-name` (kebab-case, 영문 권장) 프로젝트명만으로도 **어떤 use case** 인지 파악 가능하게 작성합니다. 예시: - `solar-tutor-bot` — 업로드한 PDF 기반 1:1 튜터 챗봇 - `pdf-quiz-generator` — 교재 PDF에서 자동 문제 생성 - `essay-feedback-coach` — 학생 에세이 피드백 자동화 새 해커톤/프로젝트 추가하기 1. `_TEMPLATE/` 폴더를..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/edu-usecase-hackathon","final_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:05.226103+00:00","bytes":9941,"raw_path":"b6b23374d4468d2be4a33f5d87dc3a4b2476ad6420387abea864a832ac36d280.json","content_hash":"ce5e9e8b57f5df666c2a4ac6ce5c3531240dcdf2c11e11261ad485dbfa449670","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/edu-usecase-hackathon Description: 해커톤 유즈케이스 Stars: 0 Forks: 4 Open issues: 3 Created: 2026-05-16T04:23:18Z Pushed: 2026-05-16T11:03:23Z Default branch: main Fork: no Archived: no README: edu-usecase-hackathon 업스테이지(Upstage) 교육 분야 해커톤에서 발굴된 유즈케이스를 수집하는 레포지토리입니다. Solar LLM, Document Parse, Embeddings 등 Upstage API가 교육 현장에서 어떻게 활용되었는지 사례를 모읍니다. 폴더 구조 ``` edu-usecase-hackathon/ ├── README.md # 본 문서 ├── _TEMPLATE/ # 신규 해커톤 추가용 템플릿 │ ├── README.md # 해커톤 README 템플릿 │ └── _PROJECT_TEMPLATE/ │ └── README.md # 프로젝트 README 템플릿 └── [HackathonName]_Topic/ # 해커톤별 폴더 ├── README.md # 해커톤 개요 └── project-name/ # 프로젝트별 폴더 ├── README.md # 프로젝트 README └── ... # 프로젝트 코드/리소스 ``` 네이밍 규칙 해커톤 폴더 — `[HackathonName]_Topic` (영문) 폴더명만 보고도 **어떤 해커톤**에서 **어떤 Upstage API/주제**로 진행됐는지 드러나게 작성합니다. 예시: - `[Upstage-Edu-Hackathon-2025]_RAG-Learning-Assistant` - `[UpstageX-2024]_Document-Parse-for-EduContent` - `[GlobalAI-Edu]_Solar-Multilingual-Tutoring` 프로젝트 폴더 — `project-name` (kebab-case, 영문 권장) 프로젝트명만으로도 **어떤 use case** 인지 파악 가능하게 작성합니다. 예시: - `solar-tutor-bot` — 업로드한 PDF 기반 1:1 튜터 챗봇 - `pdf-quiz-generator` — 교재 PDF에서 자동 문제 생성 - `essay-feedback-coach` — 학생 에세이 피드백 자동화 새 해커톤/프로젝트 추가하기 1. `_TEMPLATE/` 폴더를..."}],"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":"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"},{"id":"7c0f9017-c9ea-406a-a488-4f98771cdca1","url":"https://onlylabs.fyi/signals/7c0f9017-c9ea-406a-a488-4f98771cdca1","source_url":"https://github.com/UpstageAI/sw-maestro-project","title":"UpstageAI/sw-maestro-project","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-03-17T07:23:04+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}