{"schema_version":"onlylabs.public_signals.v1","title":"onlylabs Neo data fork signals export","description":"What are frontier labs forking, depending on, or inspecting? Forks expose upstream dependencies and research-adjacent tooling before they show up in polished launch posts. They are a quiet signal for infra, eval, agent, and model-adjacent work.","url":"https://onlylabs.fyi/topics/forks?category=neodata","json_url":"https://onlylabs.fyi/topics/forks/signals.json?category=neodata","generated_at":"2026-06-11T14:30:53.897Z","scope":{"category":"neodata","label":"Neo data"},"topic":{"slug":"forks","title":"Fork signals","question":"What are frontier labs forking, depending on, or inspecting?","kinds":["repo_forked"]},"analysis_guide":{"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?"],"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."},"brief":{"headline":"No loaded forks signals for neo data yet","answer":"Neo data forks has no loaded signals yet. onlylabs is monitoring 0 tracked orgs for fork signals.","summary":"0 orgs are in scope. The ledger will populate when the scraper captures fork signals.","semantic_triples":[{"subject":"Neo data forks desk","predicate":"monitors","object":"0 tracked orgs","text":"Neo data forks desk monitors 0 tracked orgs."},{"subject":"Neo data forks desk","predicate":"has loaded","object":"0 signals","text":"Neo data forks desk has loaded 0 signals."}],"facts":[{"label":"Loaded signals","value":"0"},{"label":"Active orgs","value":"0 / 0"}],"leaders":[],"watch":[{"label":"upstream repos","value":"waiting for signal"},{"label":"infra stacks","value":"waiting for signal"},{"label":"eval tooling","value":"waiting for signal"},{"label":"agent frameworks","value":"waiting for signal"},{"label":"model utilities","value":"waiting for signal"}],"agent_handoff":{"objective":"Inspect Neo data forks signals for upstream dependencies, tooling, agent frameworks, infrastructure, eval, and model-adjacent work.","next_questions":["Which upstream repos are repeated or unusually strategic?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which labs are converging on the same technical adjacency?"],"required_sources":["forked parent repo","repo owner","language","stars","source URL"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"urls":{"topic":"https://onlylabs.fyi/topics/forks?category=neodata","topic_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neodata","topic_rss":"https://onlylabs.fyi/topics/forks/feed.xml?category=neodata","filtered_signals":"https://onlylabs.fyi/signals?category=neodata&kind=repo_forked","agents_json":"https://onlylabs.fyi/agents.json?category=neodata","data_radar_json":null,"opportunities_json":null}}},"answer_pack":{"answer":"Fork signals has 0 loaded signals: 0 hiring, 0 forks, 0 releases or model cards, 0 talking, and 0 repos. No organization leads this feed yet. No newest signal is loaded yet. Data-business radar is currently scoped to frontier labs, so this category does not expose radar lanes. No agent triage target is currently loaded.","signal_desks":{"hiring":0,"forks":0,"releases":0,"talking":0,"repos":0},"leaders":[],"data_business":{"matches":0,"lanes":[]},"latest_signal":null,"agent_triage":[],"agent_handoff":{"objective":"Route Fork signals as a signal-level triage desk for Neo data. Inspect 0 ranked targets across hiring (0), forks (0), releases (0), talking (0), and repos (0). No ranked target is currently loaded. Use the signal detail playbooks to evaluate category-specific evidence, source gaps, and analysis refresh needs.","recommended_action":"inspect_topic_signal_triage","command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neodata --limit 5 --web-limit 10","dry_run_command":"npm run agent:analysis -- --url https://onlylabs.fyi --category neodata --limit 5 --web-limit 10 --dry-run","next_questions":["Which signal should become the first inspection target?","Which signal details should be inspected for category-specific strategy, source gaps, or analysis refresh needs?","Which source pages or analysis evidence are missing before the standing agent analysis can be refreshed?"],"required_sources":["signal feed JSON","signal detail JSON for each triage target","signal detail analysis_playbook","lab dossier JSON for each target org","analysis evidence JSON for each target org","agent operations JSON","category intelligence JSON","category signal feed JSON"],"output_fields":["feed_title","triage_target_ids","priority_scores","next_actions","source_urls","evidence_coverage","agent_refresh_command","recommended_next_action"],"urls":{"feed":"https://onlylabs.fyi/topics/forks?category=neodata","feed_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neodata","agents_json":"https://onlylabs.fyi/agents.json?category=neodata","category":"https://onlylabs.fyi/neodata","category_json":"https://onlylabs.fyi/neodata.json","category_signals_json":"https://onlylabs.fyi/signals.json?category=neodata","topic_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neodata","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neodata","data_radar_json":null,"opportunities_json":null},"triage_targets":[]},"semantic_triples":[{"subject":"Fork signals","predicate":"has loaded signal count","object":"0","text":"Fork signals has loaded signal count 0."},{"subject":"Fork signals","predicate":"has hiring signal count","object":"0","text":"Fork signals has hiring signal count 0."},{"subject":"Fork signals","predicate":"has fork signal count","object":"0","text":"Fork signals has fork signal count 0."},{"subject":"Fork signals","predicate":"has release signal count","object":"0","text":"Fork signals has release signal count 0."},{"subject":"Fork signals","predicate":"has talking signal count","object":"0","text":"Fork signals has talking signal count 0."}]},"count":0,"signals":[]}