{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/edu-usecase-sesac-product-engineering-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/e99cfe40-8425-4073-abf2-384aa7e60fa9","json_url":"https://onlylabs.fyi/signals/e99cfe40-8425-4073-abf2-384aa7e60fa9/signal.json","generated_at":"2026-06-11T02:53:06.659891+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/e99cfe40-8425-4073-abf2-384aa7e60fa9","signal_json":"https://onlylabs.fyi/signals/e99cfe40-8425-4073-abf2-384aa7e60fa9/signal.json","source":"https://github.com/UpstageAI/edu-usecase-sesac-product-engineering-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/edu-usecase-sesac-product-engineering-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/edu-usecase-sesac-product-engineering-project · language Python · Trivial educational 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/edu-usecase-sesac-product-engineering-project","source_host":"github.com","occurred_at":"2026-02-06T02:58:03+00:00","first_seen_at":"2026-06-05T22:32:23.278679+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/edu-usecase-sesac-product-engineering-project","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"Trivial educational repo","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-sesac-product-engineering-project"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:06.659891+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e99cfe40-8425-4073-abf2-384aa7e60fa9/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/e99cfe40-8425-4073-abf2-384aa7e60fa9/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/edu-usecase-sesac-product-engineering-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/edu-usecase-sesac-product-engineering-project\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/edu-usecase-sesac-product-engineering-project","text":"Upstage (Solar) published repo UpstageAI/edu-usecase-sesac-product-engineering-project."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"is classified as","object":"repo signal","text":"UpstageAI/edu-usecase-sesac-product-engineering-project is classified as repo signal."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"belongs to","object":"repos desk","text":"UpstageAI/edu-usecase-sesac-product-engineering-project belongs to repos desk."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has context","object":"Python","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has context Python."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has captured page count","object":"1","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has captured page count 1."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has readable page count","object":"1","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has readable page count 1."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has related signal count","object":"6","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has related signal count 6."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-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/edu-usecase-sesac-product-engineering-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/edu-usecase-sesac-product-engineering-project","predicate":"has source host","object":"github.com","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has source host github.com."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has lab Upstage (Solar)."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has signal desk","object":"repos","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has signal desk repos."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has source host","object":"github.com","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has source host github.com."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has repository","object":"UpstageAI/edu-usecase-sesac-product-engineering-project","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has repository UpstageAI/edu-usecase-sesac-product-engineering-project."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has language","object":"Python","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has language Python."},{"subject":"UpstageAI/edu-usecase-sesac-product-engineering-project","predicate":"has notability","object":"Trivial educational repo","text":"UpstageAI/edu-usecase-sesac-product-engineering-project has notability Trivial educational repo."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/edu-usecase-sesac-product-engineering-project (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Language: Python Stars: 0 Forks: 7 Open issues: 53 Created: 2026-02-06T02:58:03Z Pushed: 2026-06-04T17:15:09Z Default branch: main Fork: no Archived: no README: SeSAC Product Engineering Project 이 저장소는 SeSAC에서 진행하는 Product Engineering Proejct의 결과물을 취합하고 공유하는 **레포지토리**입니다. * 프로젝트 기간: 02. 04 ~ 02. 20 --- 프로젝트 구조 (Directory Structure) 모든 조의 프로젝트는 `projects/` 디렉토리 하위에서 관리됩니다. 각 조는 자신들의 폴더 안에서만 작업합니다. ```text . ├── projects/ │ ├── team-1/ # 1조 작업 공간 (uv 기반) │ │ ├── pyproject.toml │ │ ├── uv.lock │ │ └── src/ │ ├── team-2/ # 2조 작업 공간 (uv 기반) │ │ └── ... │ └── (team-n)/ # 각 조별 독립 디렉토리 ├── .gitignore └── README.md # 현재 가이드 문서 ``` 레포지토리 활용법 (Step-by-Step) 이 레포지토리를 Fork하고 Pull Request를 올리는 방식을 활용해, 프로젝트를 업로드 합니다! 1. 원본 저장소 Fork 상단의 [Fork] 버튼을 눌러 본인의 GitHub 계정으로 저장소를 복사합니다. 2. 로컬로 Clone & Upstream 설정 ```Bash 본인 계정의 저장소를 가져옵니다 (your-id 부분을 수정하세요). git clone https://github.com/{your-id}/edu-usecase-sesac-product-engineering-project.git cd edu-usecase-sesac-product-engineering-project 원본 저장소를 'upstream'이라는 이름으로 연결합니다. (최신 상태 유지를 위해 필수) git remote add upstream..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/edu-usecase-sesac-product-engineering-project","final_url":"https://github.com/UpstageAI/edu-usecase-sesac-product-engineering-project","title":"UpstageAI/edu-usecase-sesac-product-engineering-project repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:06.659891+00:00","bytes":12544,"raw_path":"c01456474bd57c19ccbc9ff1094ad96b9eae403afe53a51ec2e0e2b79dae5da4.json","content_hash":"062603cbf3d64bb922fe6444aa9de9d6b4500ce41c900ffce93eb98e8b39a473","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/edu-usecase-sesac-product-engineering-project Description: SeSAC 교육과정 중 Product Engineering Project를 위한 레포지토리입니다. Language: Python Stars: 0 Forks: 7 Open issues: 53 Created: 2026-02-06T02:58:03Z Pushed: 2026-06-04T17:15:09Z Default branch: main Fork: no Archived: no README: SeSAC Product Engineering Project 이 저장소는 SeSAC에서 진행하는 Product Engineering Proejct의 결과물을 취합하고 공유하는 **레포지토리**입니다. * 프로젝트 기간: 02. 04 ~ 02. 20 --- 프로젝트 구조 (Directory Structure) 모든 조의 프로젝트는 `projects/` 디렉토리 하위에서 관리됩니다. 각 조는 자신들의 폴더 안에서만 작업합니다. ```text . ├── projects/ │ ├── team-1/ # 1조 작업 공간 (uv 기반) │ │ ├── pyproject.toml │ │ ├── uv.lock │ │ └── src/ │ ├── team-2/ # 2조 작업 공간 (uv 기반) │ │ └── ... │ └── (team-n)/ # 각 조별 독립 디렉토리 ├── .gitignore └── README.md # 현재 가이드 문서 ``` 레포지토리 활용법 (Step-by-Step) 이 레포지토리를 Fork하고 Pull Request를 올리는 방식을 활용해, 프로젝트를 업로드 합니다! 1. 원본 저장소 Fork 상단의 [Fork] 버튼을 눌러 본인의 GitHub 계정으로 저장소를 복사합니다. 2. 로컬로 Clone & Upstream 설정 ```Bash 본인 계정의 저장소를 가져옵니다 (your-id 부분을 수정하세요). git clone https://github.com/{your-id}/edu-usecase-sesac-product-engineering-project.git cd edu-usecase-sesac-product-engineering-project 원본 저장소를 'upstream'이라는 이름으로 연결합니다. (최신 상태 유지를 위해 필수) git remote add upstream..."}],"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"}]}