{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Release: UpstageAI/korean-tax-calc-mcp v0.9.0","description":"Upstage (Solar) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e","json_url":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e/signal.json","generated_at":"2026-10-24T22:22:58.257Z","evidence_latest_fetched_at":"2026-10-15T07:03:51.237688+00:00","signal_first_seen_at":"2026-10-15T07:00:45.459123+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/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e","signal_json":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e/signal.json","source":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.9.0","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Upstage (Solar) published UpstageAI/korean-tax-calc-mcp v0.9.0 (UpstageAI/korean-tax-calc-mcp). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.0 Repository: UpstageAI/korean-tax-calc-mcp Tag: v0.9.0 Published: 2026-10-14T14:26:51Z Prerelease: no Release notes: 0.9.0 (2026-10-14) — 호환 깨짐 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.9.0","source_host":"github.com","occurred_at":"2026-10-14T14:26:51+00:00","first_seen_at":"2026-10-15T07:00:45.459123+00:00","date_source":"source","context":"UpstageAI/korean-tax-calc-mcp"},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/korean-tax-calc-mcp","source":"source"},{"label":"Release","value":"v0.9.0","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/korean-tax-calc-mcp/releases/tag/v0.9.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-15T07:03:51.237688+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e/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":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.9.0","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":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","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 release signal \"UpstageAI/korean-tax-calc-mcp v0.9.0\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"released","object":"UpstageAI/korean-tax-calc-mcp v0.9.0","text":"Upstage (Solar) released UpstageAI/korean-tax-calc-mcp v0.9.0."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"is classified as","object":"release signal","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 is classified as release signal."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"belongs to","object":"releases desk","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 belongs to releases desk."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has context","object":"UpstageAI/korean-tax-calc-mcp","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has context UpstageAI/korean-tax-calc-mcp."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has captured page count","object":"1","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has captured page count 1."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has readable page count","object":"1","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has readable page count 1."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has related signal count","object":"6","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has related signal count 6."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has source host","object":"github.com","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has source host github.com."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has lab Upstage (Solar)."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has signal desk","object":"releases","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has signal desk releases."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has source host","object":"github.com","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has source host github.com."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has repository","object":"UpstageAI/korean-tax-calc-mcp","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has repository UpstageAI/korean-tax-calc-mcp."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has release","object":"v0.9.0","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has release v0.9.0."}]},"intelligence":{"signal_desk":"releases","answer":"Upstage (Solar) published UpstageAI/korean-tax-calc-mcp v0.9.0 (UpstageAI/korean-tax-calc-mcp). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.9.0 Repository: UpstageAI/korean-tax-calc-mcp Tag: v0.9.0 Published: 2026-10-14T14:26:51Z Prerelease: no Release notes: 0.9.0 (2026-10-14) — 호환 깨짐 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"released","object":"UpstageAI/korean-tax-calc-mcp v0.9.0","text":"Upstage (Solar) released UpstageAI/korean-tax-calc-mcp v0.9.0."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"is classified as","object":"release signal","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 is classified as release signal."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"belongs to","object":"releases desk","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 belongs to releases desk."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has context","object":"UpstageAI/korean-tax-calc-mcp","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has context UpstageAI/korean-tax-calc-mcp."},{"subject":"UpstageAI/korean-tax-calc-mcp v0.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/korean-tax-calc-mcp v0.9.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"eb3ffdc0-cf9f-4ea6-b52e-74c01721237e","url":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e","json_url":"https://onlylabs.fyi/signals/eb3ffdc0-cf9f-4ea6-b52e-74c01721237e/signal.json","source_url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.9.0","title":"UpstageAI/korean-tax-calc-mcp v0.9.0","summary":"Upstage (Solar) published release notes. onlylabs watches releases for what actually shipped.","context":"UpstageAI/korean-tax-calc-mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-14T14:26:51+00:00","first_seen_at":"2026-10-15T07:00:45.459123+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/korean-tax-calc-mcp/releases/tag/v0.9.0"]},"facets":{"repo":"UpstageAI/korean-tax-calc-mcp"},"traction":{"github_stars":null,"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/korean-tax-calc-mcp/releases/tag/v0.9.0","final_url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.9.0","title":"UpstageAI/korean-tax-calc-mcp v0.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-15T07:03:51.237688+00:00","bytes":5181,"raw_path":"ba1443c0acfbf20da0ae896894cf44e64bdc454658466c3aa7863cdb44a01d3c.json","content_hash":"899830c37fef4b5611bf34e4ee1ae128985a3586eead93f36128c0c25ba09b62","excerpt_chars":1200,"truncated":true,"excerpt":"v0.9.0 Repository: UpstageAI/korean-tax-calc-mcp Tag: v0.9.0 Published: 2026-10-14T14:26:51Z Prerelease: no Release notes: 0.9.0 (2026-10-14) — 호환 깨짐 - `entertainment_adjustment`·`simplified_vat_return`·`common_input_tax`: 옛 입력 파라미터 제거 — `expenses`·`revenue_general`·`revenue_related`(entertainment_adjustment), `supplies`·`purchases`(simplified_vat_return), `input_tax`(common_input_tax). 세 도구 모두 원장형 `ledger`만 받도록 통일(필수). 빈 원장(`[]`·공급 항목 없음)은 계산하지 않고 error 반환. entertainment_adjustment의 ledger 항목 `증빙`이 허용값('없음'|'영수증 등'|'적격') 밖이면 계산하지 않음(0.8.x의 '검토 필요' 처리 통일) - `_guard` 공통: 같은 입력 재호출 시 결과 맨 앞에 `\"안내\": \"같은 입력으로 {n}번째 계산입니다...\"` 추가. 프로세스 내 키별 호출 횟수 추적(최근 500개). 테스트용 `_reset_call_memo()` 추가 - `tests/_legacy_to_ledger.py`: 변환기에서 common매입세액이 모두 0인 경우 ledger가 비지 않도록 0원 항목 유지(빈 원장 error 방지) 0.8.1 (2026-10-14) - `entertainment_adjustment`: `revenue`(원장형 수입금액)를 `expenses`와 같이 주면 무시되던 버그 수정(한도가 기본한도만 적용됨). 회귀 테스트 추가 0.8.0 (2026-10-14) - 세무조정 출력 통일: `bad_debt_adjustment`·`entertainment_adjustment`의 `결과` 첫 키를 `세무조정`(구분·금액·소득처분 목록)·`소득처분별_합계`·`손금불산입_합계`로 — 조정명세서에 적는 모양 그대로. 기존 키는 그 뒤에 유지 - 원장형 입력(기존 입력의 대안, 둘 다 주면 error): `entertainment_adjustment`에 `ledger`(항목·금액·증빙·성격·시가·장부가액)와..."},"evidence_pages":[],"related_signals":[{"id":"f6e5e2ef-46e3-4ffa-a3f0-ed46021580e3","url":"https://onlylabs.fyi/signals/f6e5e2ef-46e3-4ffa-a3f0-ed46021580e3","source_url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.11.0","title":"UpstageAI/korean-tax-calc-mcp v0.11.0","context":"UpstageAI/korean-tax-calc-mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-22T01:56:03+00:00","first_seen_at":"2026-10-22T07:00:40.175692+00:00","date_source":"source"},{"id":"d9a9aace-90ce-4735-802c-52838cb26765","url":"https://onlylabs.fyi/signals/d9a9aace-90ce-4735-802c-52838cb26765","source_url":"https://github.com/UpstageAI/mcp-upstage/releases/tag/0.2.0","title":"UpstageAI/mcp-upstage 0.2.0","context":"UpstageAI/mcp-upstage","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-21T01:38:15+00:00","first_seen_at":"2026-10-21T07:00:40.139837+00:00","date_source":"source"},{"id":"7fa9eae0-160e-45c1-aeb4-b2a14168012d","url":"https://onlylabs.fyi/signals/7fa9eae0-160e-45c1-aeb4-b2a14168012d","source_url":"https://github.com/UpstageAI/korean-tax-mcp/releases/tag/v0.11.1","title":"UpstageAI/korean-tax-mcp v0.11.1","context":"UpstageAI/korean-tax-mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-19T10:20:34+00:00","first_seen_at":"2026-10-20T07:00:46.307838+00:00","date_source":"source"},{"id":"a103703e-28ef-4248-80d7-b7a54b443194","url":"https://onlylabs.fyi/signals/a103703e-28ef-4248-80d7-b7a54b443194","source_url":"https://github.com/UpstageAI/korean-tax-mcp/releases/tag/v0.11.0","title":"UpstageAI/korean-tax-mcp v0.11.0","context":"UpstageAI/korean-tax-mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-18T13:19:26+00:00","first_seen_at":"2026-10-19T07:00:45.990394+00:00","date_source":"source"},{"id":"70968bda-10b3-4edf-84b8-3192218fc984","url":"https://onlylabs.fyi/signals/70968bda-10b3-4edf-84b8-3192218fc984","source_url":"https://github.com/UpstageAI/korean-tax-calc-mcp/releases/tag/v0.10.0","title":"UpstageAI/korean-tax-calc-mcp v0.10.0","context":"UpstageAI/korean-tax-calc-mcp","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-18T13:19:25+00:00","first_seen_at":"2026-10-19T07:00:45.990394+00:00","date_source":"source"},{"id":"86c2b935-b2a9-47f3-bbb9-a94811bdceef","url":"https://onlylabs.fyi/signals/86c2b935-b2a9-47f3-bbb9-a94811bdceef","source_url":"https://github.com/UpstageAI/solar-work-release/releases/tag/v0.1.0-rc.54","title":"UpstageAI/solar-work-release v0.1.0-rc.54","context":"UpstageAI/solar-work-release","kind":{"key":"release","label":"Release"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-16T08:14:08+00:00","first_seen_at":"2026-10-17T07:00:43.95954+00:00","date_source":"source"}]}