{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Release: friendliai/periflow-cli 0.1.22","description":"FriendliAI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a42290b2-e9c9-4f4d-a9f0-954115376bf3","json_url":"https://onlylabs.fyi/signals/a42290b2-e9c9-4f4d-a9f0-954115376bf3/signal.json","generated_at":"2026-06-11T04:05:57.787383+00:00","org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/friendliai","dossier_json_url":"https://onlylabs.fyi/labs/friendliai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a42290b2-e9c9-4f4d-a9f0-954115376bf3","signal_json":"https://onlylabs.fyi/signals/a42290b2-e9c9-4f4d-a9f0-954115376bf3/signal.json","source":"https://github.com/friendliai/periflow-cli/releases/tag/0.1.22","lab_dossier":"https://onlylabs.fyi/labs/friendliai","lab_dossier_json":"https://onlylabs.fyi/labs/friendliai/dossier.json","analysis":"https://onlylabs.fyi/analysis/friendliai","analysis_json":"https://onlylabs.fyi/analysis/friendliai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/friendliai/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"FriendliAI published friendliai/periflow-cli 0.1.22 (friendliai/periflow-cli). This release signal is evidence of what shipped, changed, or was packaged for users. 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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/a42290b2-e9c9-4f4d-a9f0-954115376bf3/signal.json","required":true},{"label":"source","url":"https://github.com/friendliai/periflow-cli/releases/tag/0.1.22","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/friendliai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/friendliai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 FriendliAI's release signal \"friendliai/periflow-cli 0.1.22\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"released","object":"friendliai/periflow-cli 0.1.22","text":"FriendliAI released friendliai/periflow-cli 0.1.22."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"is classified as","object":"release signal","text":"friendliai/periflow-cli 0.1.22 is classified as release signal."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"belongs to","object":"releases desk","text":"friendliai/periflow-cli 0.1.22 belongs to releases desk."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has context","object":"friendliai/periflow-cli","text":"friendliai/periflow-cli 0.1.22 has context friendliai/periflow-cli."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has evidence coverage","object":"1 captured evidence page","text":"friendliai/periflow-cli 0.1.22 has evidence coverage 1 captured evidence page."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has captured page count","object":"1","text":"friendliai/periflow-cli 0.1.22 has captured page count 1."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has readable page count","object":"1","text":"friendliai/periflow-cli 0.1.22 has readable page count 1."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has related signal count","object":"6","text":"friendliai/periflow-cli 0.1.22 has related signal count 6."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"friendliai/periflow-cli 0.1.22 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has source host","object":"github.com","text":"friendliai/periflow-cli 0.1.22 has source host github.com."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has lab","object":"FriendliAI","text":"friendliai/periflow-cli 0.1.22 has lab FriendliAI."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has signal desk","object":"releases","text":"friendliai/periflow-cli 0.1.22 has signal desk releases."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has source host","object":"github.com","text":"friendliai/periflow-cli 0.1.22 has source host github.com."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has repository","object":"friendliai/periflow-cli","text":"friendliai/periflow-cli 0.1.22 has repository friendliai/periflow-cli."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has release","object":"Release 0.1.22","text":"friendliai/periflow-cli 0.1.22 has release Release 0.1.22."}]},"intelligence":{"signal_desk":"releases","answer":"FriendliAI published friendliai/periflow-cli 0.1.22 (friendliai/periflow-cli). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release 0.1.22 Repository: friendliai/periflow-cli Tag: 0.1.22 Published: 2023-07-10T01:33:43Z Prerelease: no Release notes: Bug fixes. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"FriendliAI","predicate":"released","object":"friendliai/periflow-cli 0.1.22","text":"FriendliAI released friendliai/periflow-cli 0.1.22."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"is classified as","object":"release signal","text":"friendliai/periflow-cli 0.1.22 is classified as release signal."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"belongs to","object":"releases desk","text":"friendliai/periflow-cli 0.1.22 belongs to releases desk."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has context","object":"friendliai/periflow-cli","text":"friendliai/periflow-cli 0.1.22 has context friendliai/periflow-cli."},{"subject":"friendliai/periflow-cli 0.1.22","predicate":"has 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