{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/solar-prompt-cookbook","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e","json_url":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e/signal.json","generated_at":"2026-06-11T03:18:04.385477+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/df0c2aa9-f2d3-4491-a944-a4f17f551e3e","signal_json":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e/signal.json","source":"https://github.com/UpstageAI/solar-prompt-cookbook","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/solar-prompt-cookbook (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/solar-prompt-cookbook · language Jupyter Notebook · New prompt cookbook repo with modest 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/solar-prompt-cookbook","source_host":"github.com","occurred_at":"2024-11-04T07:11:37+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":"Jupyter Notebook"},"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/solar-prompt-cookbook","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"253","source":"traction"},{"label":"Notability","value":"New prompt cookbook repo with modest traction","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/solar-prompt-cookbook"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:04.385477+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e/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/df0c2aa9-f2d3-4491-a944-a4f17f551e3e/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/solar-prompt-cookbook","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/solar-prompt-cookbook\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/solar-prompt-cookbook","text":"Upstage (Solar) published repo UpstageAI/solar-prompt-cookbook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"is classified as","object":"repo signal","text":"UpstageAI/solar-prompt-cookbook is classified as repo signal."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"belongs to","object":"repos desk","text":"UpstageAI/solar-prompt-cookbook belongs to repos desk."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has context","object":"Jupyter Notebook","text":"UpstageAI/solar-prompt-cookbook has context Jupyter Notebook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/solar-prompt-cookbook has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has captured page count","object":"1","text":"UpstageAI/solar-prompt-cookbook has captured page count 1."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has readable page count","object":"1","text":"UpstageAI/solar-prompt-cookbook has readable page count 1."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has related signal count","object":"6","text":"UpstageAI/solar-prompt-cookbook has related signal count 6."},{"subject":"UpstageAI/solar-prompt-cookbook","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/solar-prompt-cookbook 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/solar-prompt-cookbook","predicate":"has source host","object":"github.com","text":"UpstageAI/solar-prompt-cookbook has source host github.com."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/solar-prompt-cookbook has lab Upstage (Solar)."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has signal desk","object":"repos","text":"UpstageAI/solar-prompt-cookbook has signal desk repos."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has source host","object":"github.com","text":"UpstageAI/solar-prompt-cookbook has source host github.com."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has repository","object":"UpstageAI/solar-prompt-cookbook","text":"UpstageAI/solar-prompt-cookbook has repository UpstageAI/solar-prompt-cookbook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has language","object":"Jupyter Notebook","text":"UpstageAI/solar-prompt-cookbook has language Jupyter Notebook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has stars","object":"253","text":"UpstageAI/solar-prompt-cookbook has stars 253."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has notability","object":"New prompt cookbook repo with modest traction","text":"UpstageAI/solar-prompt-cookbook has notability New prompt cookbook repo with modest traction."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/solar-prompt-cookbook (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/solar-prompt-cookbook · language Jupyter Notebook · New prompt cookbook repo with modest 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/solar-prompt-cookbook","text":"Upstage (Solar) published repo UpstageAI/solar-prompt-cookbook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"is classified as","object":"repo signal","text":"UpstageAI/solar-prompt-cookbook is classified as repo signal."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"belongs to","object":"repos desk","text":"UpstageAI/solar-prompt-cookbook belongs to repos desk."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has context","object":"Jupyter Notebook","text":"UpstageAI/solar-prompt-cookbook has context Jupyter Notebook."},{"subject":"UpstageAI/solar-prompt-cookbook","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/solar-prompt-cookbook has evidence coverage 1 captured evidence page."}]},"signal":{"id":"df0c2aa9-f2d3-4491-a944-a4f17f551e3e","url":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e","json_url":"https://onlylabs.fyi/signals/df0c2aa9-f2d3-4491-a944-a4f17f551e3e/signal.json","source_url":"https://github.com/UpstageAI/solar-prompt-cookbook","title":"UpstageAI/solar-prompt-cookbook","summary":"Upstage (Solar) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2024-11-04T07:11:37+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/solar-prompt-cookbook"]},"facets":{"repo":"UpstageAI/solar-prompt-cookbook","language":"Jupyter Notebook"},"traction":{"github_stars":253,"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/solar-prompt-cookbook","final_url":"https://github.com/UpstageAI/solar-prompt-cookbook","title":"UpstageAI/solar-prompt-cookbook repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:04.385477+00:00","bytes":11944,"raw_path":"2a0ff7baf36ad2cc66d0aeec6179d1da61fc84bff7be2a8ae0076b650e86fea8.json","content_hash":"86693fd1f6d93e570bd300d95b43846bf50a050efc1acd41b59a91ce737d3bae","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/solar-prompt-cookbook Description: Solar Prompt Cookbook Language: Jupyter Notebook Stars: 253 Forks: 67 Open issues: 2 Created: 2024-11-04T07:11:37Z Pushed: 2026-02-11T14:47:56Z Default branch: main Fork: no Archived: no README: Solar Prompt Cookbook Getting Started Quickly with Codespace [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/studydev/Solar_Prompt_Guide?quickstart=1) Prompting serves as a cohesive natural language interface for human-AI interactions and has become widely adopted with the rise of large language models (LLMs). LLMs are particularly sensitive to prompt design. This cookbook aims to provide a comprehensive, step-by-step guide for crafting highly effective prompts within Solar, emphasizing practical techniques and strategies. Central to this course is the concept of a prompt engineering cookbook-a collection of structured recipes outlining best practices for prompt creation. These recipes present proven methods to optimize interactions with solar models, addressing common challenges and providing frameworks for diverse use cases. By the end of this book, **you will be able to:** 1. Build a strong..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/solar-prompt-cookbook","final_url":"https://github.com/UpstageAI/solar-prompt-cookbook","title":"UpstageAI/solar-prompt-cookbook repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:04.385477+00:00","bytes":11944,"raw_path":"2a0ff7baf36ad2cc66d0aeec6179d1da61fc84bff7be2a8ae0076b650e86fea8.json","content_hash":"86693fd1f6d93e570bd300d95b43846bf50a050efc1acd41b59a91ce737d3bae","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/solar-prompt-cookbook Description: Solar Prompt Cookbook Language: Jupyter Notebook Stars: 253 Forks: 67 Open issues: 2 Created: 2024-11-04T07:11:37Z Pushed: 2026-02-11T14:47:56Z Default branch: main Fork: no Archived: no README: Solar Prompt Cookbook Getting Started Quickly with Codespace [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/studydev/Solar_Prompt_Guide?quickstart=1) Prompting serves as a cohesive natural language interface for human-AI interactions and has become widely adopted with the rise of large language models (LLMs). LLMs are particularly sensitive to prompt design. This cookbook aims to provide a comprehensive, step-by-step guide for crafting highly effective prompts within Solar, emphasizing practical techniques and strategies. Central to this course is the concept of a prompt engineering cookbook-a collection of structured recipes outlining best practices for prompt creation. These recipes present proven methods to optimize interactions with solar models, addressing common challenges and providing frameworks for diverse use cases. By the end of this book, **you will be able to:** 1. Build a strong..."}],"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"}]}