{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Fork: UpstageAI/tau2-bench","description":"Upstage (Solar) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","json_url":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34/signal.json","generated_at":"2026-06-11T02:54:00.778479+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/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","signal_json":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34/signal.json","source":"https://github.com/UpstageAI/tau2-bench","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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Upstage (Solar) forked UpstageAI/tau2-bench (forked from sierra-research/tau2-bench). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo UpstageAI/tau2-bench · parent sierra-research/tau2-bench · Routine fork of a benchmark repo by the same org.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/UpstageAI/tau2-bench","source_host":"github.com","occurred_at":"2025-08-07T05:50:18+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":"forked from sierra-research/tau2-bench"},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/tau2-bench","source":"source"},{"label":"Parent","value":"sierra-research/tau2-bench","source":"source"},{"label":"Notability","value":"Routine fork of a benchmark repo by the same org.","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/UpstageAI/tau2-bench"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:00.778479+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34/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/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/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 fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","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/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/tau2-bench","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/forks/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 fork signal \"UpstageAI/tau2-bench\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/tau2-bench","text":"Upstage (Solar) forked UpstageAI/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"is classified as","object":"fork signal","text":"UpstageAI/tau2-bench is classified as fork signal."},{"subject":"UpstageAI/tau2-bench","predicate":"belongs to","object":"forks desk","text":"UpstageAI/tau2-bench belongs to forks desk."},{"subject":"UpstageAI/tau2-bench","predicate":"has context","object":"forked from sierra-research/tau2-bench","text":"UpstageAI/tau2-bench has context forked from sierra-research/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/tau2-bench has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/tau2-bench","predicate":"has captured page count","object":"1","text":"UpstageAI/tau2-bench has captured page count 1."},{"subject":"UpstageAI/tau2-bench","predicate":"has readable page count","object":"1","text":"UpstageAI/tau2-bench has readable page count 1."},{"subject":"UpstageAI/tau2-bench","predicate":"has related signal count","object":"6","text":"UpstageAI/tau2-bench has related signal count 6."},{"subject":"UpstageAI/tau2-bench","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"UpstageAI/tau2-bench has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"UpstageAI/tau2-bench","predicate":"has source host","object":"github.com","text":"UpstageAI/tau2-bench has source host github.com."},{"subject":"UpstageAI/tau2-bench","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/tau2-bench has lab Upstage (Solar)."},{"subject":"UpstageAI/tau2-bench","predicate":"has signal desk","object":"forks","text":"UpstageAI/tau2-bench has signal desk forks."},{"subject":"UpstageAI/tau2-bench","predicate":"has source host","object":"github.com","text":"UpstageAI/tau2-bench has source host github.com."},{"subject":"UpstageAI/tau2-bench","predicate":"has repository","object":"UpstageAI/tau2-bench","text":"UpstageAI/tau2-bench has repository UpstageAI/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"has parent","object":"sierra-research/tau2-bench","text":"UpstageAI/tau2-bench has parent sierra-research/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"has notability","object":"Routine fork of a benchmark repo by the same org.","text":"UpstageAI/tau2-bench has notability Routine fork of a benchmark repo by the same org.."},{"subject":"UpstageAI/tau2-bench","predicate":"has watch term","object":"RL environments","text":"UpstageAI/tau2-bench has watch term RL environments."},{"subject":"UpstageAI/tau2-bench","predicate":"has watch term","object":"Eval methodology","text":"UpstageAI/tau2-bench has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Upstage (Solar) forked UpstageAI/tau2-bench (forked from sierra-research/tau2-bench). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo UpstageAI/tau2-bench · parent sierra-research/tau2-bench · Routine fork of a benchmark repo by the same org.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"forked","object":"UpstageAI/tau2-bench","text":"Upstage (Solar) forked UpstageAI/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"is classified as","object":"fork signal","text":"UpstageAI/tau2-bench is classified as fork signal."},{"subject":"UpstageAI/tau2-bench","predicate":"belongs to","object":"forks desk","text":"UpstageAI/tau2-bench belongs to forks desk."},{"subject":"UpstageAI/tau2-bench","predicate":"has context","object":"forked from sierra-research/tau2-bench","text":"UpstageAI/tau2-bench has context forked from sierra-research/tau2-bench."},{"subject":"UpstageAI/tau2-bench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/tau2-bench has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","url":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34","json_url":"https://onlylabs.fyi/signals/8a7d4f11-8520-44a7-94c7-2f6a61bb7e34/signal.json","source_url":"https://github.com/UpstageAI/tau2-bench","title":"UpstageAI/tau2-bench","summary":"Upstage (Solar) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from sierra-research/tau2-bench","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage 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[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![arXiv](http://img.shields.io/badge/cs.AI-arXiv%3A2506.07982-B31B1B.svg?logo=arxiv&logoColor=red)](https://arxiv.org/abs/2506.07982) [![blog](https://img.shields.io/badge/blog-tau2--bench-green)](https://sierra.ai/blog/benchmarking-agents-in-collaborative-real-world-scenarios)..."}],"related_signals":[{"id":"559043f9-080e-4c7f-9629-6db81b6f7215","url":"https://onlylabs.fyi/signals/559043f9-080e-4c7f-9629-6db81b6f7215","source_url":"https://github.com/UpstageAI/hermes-agent","title":"UpstageAI/hermes-agent","context":"forked from NousResearch/hermes-agent","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage 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(Solar)","category":"neolab"},"occurred_at":"2025-12-29T06:50:24+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"f1eed0b6-d608-40c1-b7c4-8d265c81ae53","url":"https://onlylabs.fyi/signals/f1eed0b6-d608-40c1-b7c4-8d265c81ae53","source_url":"https://github.com/UpstageAI/upstage-open-chat-test","title":"UpstageAI/upstage-open-chat-test","context":"forked from UpstageAI/upstage-open-chat","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-07-03T11:25:10+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}