{"schema_version":"onlylabs.public_signal.v1","title":"StreamLake (Kuaishou) Repo: kwaipilot/SWE-Compass","description":"StreamLake (Kuaishou) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164","json_url":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164/signal.json","generated_at":"2026-06-11T04:08:23.63462+00:00","org":{"slug":"streamlake","name":"StreamLake (Kuaishou)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/streamlake","dossier_json_url":"https://onlylabs.fyi/labs/streamlake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164","signal_json":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164/signal.json","source":"https://github.com/kwaipilot/SWE-Compass","lab_dossier":"https://onlylabs.fyi/labs/streamlake","lab_dossier_json":"https://onlylabs.fyi/labs/streamlake/dossier.json","analysis":"https://onlylabs.fyi/analysis/streamlake","analysis_json":"https://onlylabs.fyi/analysis/streamlake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/streamlake/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"StreamLake (Kuaishou) published kwaipilot/SWE-Compass (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo kwaipilot/SWE-Compass · language Python · New repo, low stars, routine.. onlylabs links this event to 1 captured evidence page and 2 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/kwaipilot/SWE-Compass","source_host":"github.com","occurred_at":"2025-12-03T07:47:56+00:00","first_seen_at":"2026-06-05T22:32:19.540372+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"StreamLake (Kuaishou)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"kwaipilot/SWE-Compass","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"18","source":"traction"},{"label":"Notability","value":"New repo, low stars, routine.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/kwaipilot/SWE-Compass"],"related_signals":2,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:23.63462+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164/signal.json","dossier_json":"https://onlylabs.fyi/labs/streamlake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/streamlake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/streamlake/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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 2 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/ee974edf-d22e-4f4a-b4a7-cf7b658fe164/signal.json","required":true},{"label":"source","url":"https://github.com/kwaipilot/SWE-Compass","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/streamlake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/streamlake/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 StreamLake (Kuaishou)'s repo signal \"kwaipilot/SWE-Compass\" for neocloud strategy."},"semantic_triples":[{"subject":"StreamLake (Kuaishou)","predicate":"published repo","object":"kwaipilot/SWE-Compass","text":"StreamLake (Kuaishou) published repo kwaipilot/SWE-Compass."},{"subject":"kwaipilot/SWE-Compass","predicate":"is classified as","object":"repo signal","text":"kwaipilot/SWE-Compass is classified as repo signal."},{"subject":"kwaipilot/SWE-Compass","predicate":"belongs to","object":"repos desk","text":"kwaipilot/SWE-Compass belongs to repos desk."},{"subject":"kwaipilot/SWE-Compass","predicate":"has context","object":"Python","text":"kwaipilot/SWE-Compass has context Python."},{"subject":"kwaipilot/SWE-Compass","predicate":"has evidence coverage","object":"1 captured evidence page","text":"kwaipilot/SWE-Compass has evidence coverage 1 captured evidence page."},{"subject":"kwaipilot/SWE-Compass","predicate":"has captured page count","object":"1","text":"kwaipilot/SWE-Compass has captured page count 1."},{"subject":"kwaipilot/SWE-Compass","predicate":"has readable page count","object":"1","text":"kwaipilot/SWE-Compass has readable page count 1."},{"subject":"kwaipilot/SWE-Compass","predicate":"has related signal count","object":"2","text":"kwaipilot/SWE-Compass has related signal count 2."},{"subject":"kwaipilot/SWE-Compass","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":"kwaipilot/SWE-Compass 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":"kwaipilot/SWE-Compass","predicate":"has source host","object":"github.com","text":"kwaipilot/SWE-Compass has source host github.com."},{"subject":"kwaipilot/SWE-Compass","predicate":"has lab","object":"StreamLake (Kuaishou)","text":"kwaipilot/SWE-Compass has lab StreamLake (Kuaishou)."},{"subject":"kwaipilot/SWE-Compass","predicate":"has signal desk","object":"repos","text":"kwaipilot/SWE-Compass has signal desk repos."},{"subject":"kwaipilot/SWE-Compass","predicate":"has source host","object":"github.com","text":"kwaipilot/SWE-Compass has source host github.com."},{"subject":"kwaipilot/SWE-Compass","predicate":"has repository","object":"kwaipilot/SWE-Compass","text":"kwaipilot/SWE-Compass has repository kwaipilot/SWE-Compass."},{"subject":"kwaipilot/SWE-Compass","predicate":"has language","object":"Python","text":"kwaipilot/SWE-Compass has language Python."},{"subject":"kwaipilot/SWE-Compass","predicate":"has stars","object":"18","text":"kwaipilot/SWE-Compass has stars 18."},{"subject":"kwaipilot/SWE-Compass","predicate":"has notability","object":"New repo, low stars, routine.","text":"kwaipilot/SWE-Compass has notability New repo, low stars, routine.."},{"subject":"kwaipilot/SWE-Compass","predicate":"has watch term","object":"Eval methodology","text":"kwaipilot/SWE-Compass has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"StreamLake (Kuaishou) published kwaipilot/SWE-Compass (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo kwaipilot/SWE-Compass · language Python · New repo, low stars, routine.. onlylabs links this event to 1 captured evidence page and 2 related repo signals.","semantic_triples":[{"subject":"StreamLake (Kuaishou)","predicate":"published repo","object":"kwaipilot/SWE-Compass","text":"StreamLake (Kuaishou) published repo kwaipilot/SWE-Compass."},{"subject":"kwaipilot/SWE-Compass","predicate":"is classified as","object":"repo signal","text":"kwaipilot/SWE-Compass is classified as repo signal."},{"subject":"kwaipilot/SWE-Compass","predicate":"belongs to","object":"repos desk","text":"kwaipilot/SWE-Compass belongs to repos desk."},{"subject":"kwaipilot/SWE-Compass","predicate":"has context","object":"Python","text":"kwaipilot/SWE-Compass has context Python."},{"subject":"kwaipilot/SWE-Compass","predicate":"has evidence coverage","object":"1 captured evidence page","text":"kwaipilot/SWE-Compass has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ee974edf-d22e-4f4a-b4a7-cf7b658fe164","url":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164","json_url":"https://onlylabs.fyi/signals/ee974edf-d22e-4f4a-b4a7-cf7b658fe164/signal.json","source_url":"https://github.com/kwaipilot/SWE-Compass","title":"kwaipilot/SWE-Compass","summary":"StreamLake (Kuaishou) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"streamlake","name":"StreamLake (Kuaishou)","category":"neocloud"},"occurred_at":"2025-12-03T07:47:56+00:00","first_seen_at":"2026-06-05T22:32:19.540372+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/kwaipilot/SWE-Compass"]},"facets":{"repo":"kwaipilot/SWE-Compass","language":"Python"},"traction":{"github_stars":18,"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/kwaipilot/SWE-Compass","final_url":"https://github.com/kwaipilot/SWE-Compass","title":"kwaipilot/SWE-Compass repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:23.63462+00:00","bytes":13816,"raw_path":"61170b04d52f7c4bee9d400bd62e74cf3f7b99b24f446baba1db011632b1fc51.json","content_hash":"605b6b0b5980485239484210573b522a0a212fc33989927ed9d80f6af5c86428","excerpt_chars":1200,"truncated":true,"excerpt":"kwaipilot/SWE-Compass Language: Python License: Apache-2.0 Stars: 18 Forks: 2 Open issues: 3 Created: 2025-12-03T07:47:56Z Pushed: 2026-03-28T10:37:57Z Default branch: main Fork: no Archived: no README:
\"Kwaipilot\"
\"Hugging \"License\" \"arXiv\"
\"GitHub \"GitHub \"Kwaipilot\"
\"Hugging \"License\" \"arXiv\"
\"GitHub