{"schema_version":"onlylabs.public_signal.v1","title":"Wafer Repo: wafer-ai/chipbenchmark","description":"Wafer repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9","json_url":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9/signal.json","generated_at":"2026-06-11T04:08:54.637818+00:00","org":{"slug":"wafer","name":"Wafer","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/wafer","dossier_json_url":"https://onlylabs.fyi/labs/wafer/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9","signal_json":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9/signal.json","source":"https://github.com/wafer-ai/chipbenchmark","lab_dossier":"https://onlylabs.fyi/labs/wafer","lab_dossier_json":"https://onlylabs.fyi/labs/wafer/dossier.json","analysis":"https://onlylabs.fyi/analysis/wafer","analysis_json":"https://onlylabs.fyi/analysis/wafer/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/wafer/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":"Wafer published wafer-ai/chipbenchmark (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo wafer-ai/chipbenchmark · language Shell · New repo, low stars, minimal traction.. onlylabs links this event to 1 captured evidence page and 5 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/wafer-ai/chipbenchmark","source_host":"github.com","occurred_at":"2025-07-13T04:17:39+00:00","first_seen_at":"2026-06-05T22:32:18.632397+00:00","date_source":"source","context":"Shell"},"context_markers":[{"label":"Lab","value":"Wafer","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"wafer-ai/chipbenchmark","source":"source"},{"label":"Language","value":"Shell","source":"source"},{"label":"Stars","value":"17","source":"traction"},{"label":"Notability","value":"New repo, low stars, minimal traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/wafer-ai/chipbenchmark"],"related_signals":5,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:54.637818+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9/signal.json","dossier_json":"https://onlylabs.fyi/labs/wafer/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/wafer/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/wafer/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 5 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/a492fd1e-fb7e-4137-81d5-b5285e6611a9/signal.json","required":true},{"label":"source","url":"https://github.com/wafer-ai/chipbenchmark","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/wafer/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/wafer/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 Wafer's repo signal \"wafer-ai/chipbenchmark\" for neocloud strategy."},"semantic_triples":[{"subject":"Wafer","predicate":"published repo","object":"wafer-ai/chipbenchmark","text":"Wafer published repo wafer-ai/chipbenchmark."},{"subject":"wafer-ai/chipbenchmark","predicate":"is classified as","object":"repo signal","text":"wafer-ai/chipbenchmark is classified as repo signal."},{"subject":"wafer-ai/chipbenchmark","predicate":"belongs to","object":"repos desk","text":"wafer-ai/chipbenchmark belongs to repos desk."},{"subject":"wafer-ai/chipbenchmark","predicate":"has context","object":"Shell","text":"wafer-ai/chipbenchmark has context Shell."},{"subject":"wafer-ai/chipbenchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"wafer-ai/chipbenchmark has evidence coverage 1 captured evidence page."},{"subject":"wafer-ai/chipbenchmark","predicate":"has captured page count","object":"1","text":"wafer-ai/chipbenchmark has captured page count 1."},{"subject":"wafer-ai/chipbenchmark","predicate":"has readable page count","object":"1","text":"wafer-ai/chipbenchmark has readable page count 1."},{"subject":"wafer-ai/chipbenchmark","predicate":"has related signal count","object":"5","text":"wafer-ai/chipbenchmark has related signal count 5."},{"subject":"wafer-ai/chipbenchmark","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":"wafer-ai/chipbenchmark 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":"wafer-ai/chipbenchmark","predicate":"has source host","object":"github.com","text":"wafer-ai/chipbenchmark has source host github.com."},{"subject":"wafer-ai/chipbenchmark","predicate":"has lab","object":"Wafer","text":"wafer-ai/chipbenchmark has lab Wafer."},{"subject":"wafer-ai/chipbenchmark","predicate":"has signal desk","object":"repos","text":"wafer-ai/chipbenchmark has signal desk repos."},{"subject":"wafer-ai/chipbenchmark","predicate":"has source host","object":"github.com","text":"wafer-ai/chipbenchmark has source host github.com."},{"subject":"wafer-ai/chipbenchmark","predicate":"has repository","object":"wafer-ai/chipbenchmark","text":"wafer-ai/chipbenchmark has repository wafer-ai/chipbenchmark."},{"subject":"wafer-ai/chipbenchmark","predicate":"has language","object":"Shell","text":"wafer-ai/chipbenchmark has language Shell."},{"subject":"wafer-ai/chipbenchmark","predicate":"has stars","object":"17","text":"wafer-ai/chipbenchmark has stars 17."},{"subject":"wafer-ai/chipbenchmark","predicate":"has notability","object":"New repo, low stars, minimal traction.","text":"wafer-ai/chipbenchmark has notability New repo, low stars, minimal traction.."},{"subject":"wafer-ai/chipbenchmark","predicate":"has watch term","object":"Eval methodology","text":"wafer-ai/chipbenchmark has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Wafer published wafer-ai/chipbenchmark (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo wafer-ai/chipbenchmark · language Shell · New repo, low stars, minimal traction.. onlylabs links this event to 1 captured evidence page and 5 related repo signals.","semantic_triples":[{"subject":"Wafer","predicate":"published repo","object":"wafer-ai/chipbenchmark","text":"Wafer published repo wafer-ai/chipbenchmark."},{"subject":"wafer-ai/chipbenchmark","predicate":"is classified as","object":"repo signal","text":"wafer-ai/chipbenchmark is classified as repo signal."},{"subject":"wafer-ai/chipbenchmark","predicate":"belongs to","object":"repos desk","text":"wafer-ai/chipbenchmark belongs to repos desk."},{"subject":"wafer-ai/chipbenchmark","predicate":"has context","object":"Shell","text":"wafer-ai/chipbenchmark has context Shell."},{"subject":"wafer-ai/chipbenchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"wafer-ai/chipbenchmark has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a492fd1e-fb7e-4137-81d5-b5285e6611a9","url":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9","json_url":"https://onlylabs.fyi/signals/a492fd1e-fb7e-4137-81d5-b5285e6611a9/signal.json","source_url":"https://github.com/wafer-ai/chipbenchmark","title":"wafer-ai/chipbenchmark","summary":"Wafer published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"wafer","name":"Wafer","category":"neocloud"},"occurred_at":"2025-07-13T04:17:39+00:00","first_seen_at":"2026-06-05T22:32:18.632397+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/wafer-ai/chipbenchmark"]},"facets":{"repo":"wafer-ai/chipbenchmark","language":"Shell"},"traction":{"github_stars":17,"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/wafer-ai/chipbenchmark","final_url":"https://github.com/wafer-ai/chipbenchmark","title":"wafer-ai/chipbenchmark repository 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[http://localhost:3000](http://localhost:3000) Adding Data Put your benchmark data in `benchmarks/` then run: ```bash node scripts/sync-benchmark-data.mjs 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