{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Fork: siliconflow/ComfyUI-SAM3","description":"SiliconFlow fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44","json_url":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44/signal.json","generated_at":"2026-06-11T02:42:56.329034+00:00","org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/siliconflow","dossier_json_url":"https://onlylabs.fyi/labs/siliconflow/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44","signal_json":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44/signal.json","source":"https://github.com/siliconflow/ComfyUI-SAM3","lab_dossier":"https://onlylabs.fyi/labs/siliconflow","lab_dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis":"https://onlylabs.fyi/analysis/siliconflow","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"SiliconFlow forked siliconflow/ComfyUI-SAM3 (forked from PozzettiAndrea/ComfyUI-SAM3). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/ComfyUI-SAM3 · parent PozzettiAndrea/ComfyUI-SAM3 · Routine fork, no traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/siliconflow/ComfyUI-SAM3","source_host":"github.com","occurred_at":"2026-04-17T03:20:35+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source","context":"forked from PozzettiAndrea/ComfyUI-SAM3"},"context_markers":[{"label":"Lab","value":"SiliconFlow","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"siliconflow/ComfyUI-SAM3","source":"source"},{"label":"Parent","value":"PozzettiAndrea/ComfyUI-SAM3","source":"source"},{"label":"Notability","value":"Routine fork, no traction","source":"signal"},{"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/siliconflow/ComfyUI-SAM3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:42:56.329034+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44/signal.json","dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/7598fd91-dafb-4cde-bd00-81c3643add44/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/ComfyUI-SAM3","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/siliconflow/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/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 SiliconFlow's fork signal \"siliconflow/ComfyUI-SAM3\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/ComfyUI-SAM3","text":"SiliconFlow forked siliconflow/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"is classified as","object":"fork signal","text":"siliconflow/ComfyUI-SAM3 is classified as fork signal."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"belongs to","object":"forks desk","text":"siliconflow/ComfyUI-SAM3 belongs to forks desk."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has context","object":"forked from PozzettiAndrea/ComfyUI-SAM3","text":"siliconflow/ComfyUI-SAM3 has context forked from PozzettiAndrea/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/ComfyUI-SAM3 has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has captured page count","object":"1","text":"siliconflow/ComfyUI-SAM3 has captured page count 1."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has readable page count","object":"1","text":"siliconflow/ComfyUI-SAM3 has readable page count 1."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has related signal count","object":"6","text":"siliconflow/ComfyUI-SAM3 has related signal count 6."},{"subject":"siliconflow/ComfyUI-SAM3","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":"siliconflow/ComfyUI-SAM3 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":"siliconflow/ComfyUI-SAM3","predicate":"has source host","object":"github.com","text":"siliconflow/ComfyUI-SAM3 has source host github.com."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/ComfyUI-SAM3 has lab SiliconFlow."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has signal desk","object":"forks","text":"siliconflow/ComfyUI-SAM3 has signal desk forks."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has source host","object":"github.com","text":"siliconflow/ComfyUI-SAM3 has source host github.com."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has repository","object":"siliconflow/ComfyUI-SAM3","text":"siliconflow/ComfyUI-SAM3 has repository siliconflow/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has parent","object":"PozzettiAndrea/ComfyUI-SAM3","text":"siliconflow/ComfyUI-SAM3 has parent PozzettiAndrea/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has notability","object":"Routine fork, no traction","text":"siliconflow/ComfyUI-SAM3 has notability Routine fork, no traction."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has watch term","object":"Agents and tool use","text":"siliconflow/ComfyUI-SAM3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"SiliconFlow forked siliconflow/ComfyUI-SAM3 (forked from PozzettiAndrea/ComfyUI-SAM3). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/ComfyUI-SAM3 · parent PozzettiAndrea/ComfyUI-SAM3 · Routine fork, no traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/ComfyUI-SAM3","text":"SiliconFlow forked siliconflow/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"is classified as","object":"fork signal","text":"siliconflow/ComfyUI-SAM3 is classified as fork signal."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"belongs to","object":"forks desk","text":"siliconflow/ComfyUI-SAM3 belongs to forks desk."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has context","object":"forked from PozzettiAndrea/ComfyUI-SAM3","text":"siliconflow/ComfyUI-SAM3 has context forked from PozzettiAndrea/ComfyUI-SAM3."},{"subject":"siliconflow/ComfyUI-SAM3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/ComfyUI-SAM3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7598fd91-dafb-4cde-bd00-81c3643add44","url":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44","json_url":"https://onlylabs.fyi/signals/7598fd91-dafb-4cde-bd00-81c3643add44/signal.json","source_url":"https://github.com/siliconflow/ComfyUI-SAM3","title":"siliconflow/ComfyUI-SAM3","summary":"SiliconFlow forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from PozzettiAndrea/ComfyUI-SAM3","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-17T03:20:35+00:00","first_seen_at":"2026-06-05T22:32:18.320937+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/siliconflow/ComfyUI-SAM3"]},"facets":{"repo":"siliconflow/ComfyUI-SAM3","parent":"PozzettiAndrea/ComfyUI-SAM3"},"traction":{"github_stars":0,"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/siliconflow/ComfyUI-SAM3","final_url":"https://github.com/siliconflow/ComfyUI-SAM3","title":"siliconflow/ComfyUI-SAM3 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:42:56.329034+00:00","bytes":21911,"raw_path":"a1ef7c1db75b6b9c7ed9b9f2dc44f09d5b3d9113072482293edee57190ee1da5.json","content_hash":"f0fa4da9200623e8f4c7ead0ee02d5e0c2efe377348aaebc15bb3eaf10aad172","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/ComfyUI-SAM3 Description: ComfyUI wrapper for segment anything 3 Language: Python License: NOASSERTION Stars: 0 Forks: 0 Open issues: 1 Created: 2026-04-17T03:20:35Z Pushed: 2026-05-18T03:37:38Z Default branch: main Fork: yes Parent repository: PozzettiAndrea/ComfyUI-SAM3 Archived: no README: ComfyUI-SAM3
ComfyUI integration for Meta's SAM3 (Segment Anything Model 3). Open-vocabulary image and video segmentation using natural language text prompts. https://github.com/user-attachments/assets/323df482-1f05-4c69-8681-9bfb4073f766 Installation Install via ComfyUI Manager. Examples     https://github.com/user-attachments/assets/57721801-f599-4ef1-8647-13468211ef63 Credits - **SAM3**: Meta AI Research (https://github.com/facebookresearch/sam3) - **ComfyUI Integration**:..."}],"related_signals":[{"id":"19284d05-d1d8-4f74-bda4-3c616462061e","url":"https://onlylabs.fyi/signals/19284d05-d1d8-4f74-bda4-3c616462061e","source_url":"https://github.com/siliconflow/LiveCodeBench","title":"siliconflow/LiveCodeBench","context":"forked from LiveCodeBench/LiveCodeBench","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-06-01T07:15:20+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"5abca053-c35b-4808-9f5d-8fa8c453be25","url":"https://onlylabs.fyi/signals/5abca053-c35b-4808-9f5d-8fa8c453be25","source_url":"https://github.com/siliconflow/ComfyUI-See-through","title":"siliconflow/ComfyUI-See-through","context":"forked from jtydhr88/ComfyUI-See-through","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-16T07:44:48+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"64890213-5474-45cd-b4d4-dd946256c510","url":"https://onlylabs.fyi/signals/64890213-5474-45cd-b4d4-dd946256c510","source_url":"https://github.com/siliconflow/ComfyUI-TRELLIS2","title":"siliconflow/ComfyUI-TRELLIS2","context":"forked from PozzettiAndrea/ComfyUI-TRELLIS2","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-13T09:29:30+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"45ef6b9f-0eb0-4f9c-8231-7366d57ebcc0","url":"https://onlylabs.fyi/signals/45ef6b9f-0eb0-4f9c-8231-7366d57ebcc0","source_url":"https://github.com/siliconflow/ComfyUI-GeometryPack","title":"siliconflow/ComfyUI-GeometryPack","context":"forked from PozzettiAndrea/ComfyUI-GeometryPack","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-13T09:28:10+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"6841054f-e767-4c0e-8452-5931d9baa2a6","url":"https://onlylabs.fyi/signals/6841054f-e767-4c0e-8452-5931d9baa2a6","source_url":"https://github.com/siliconflow/ComfyUI-MatAnyone","title":"siliconflow/ComfyUI-MatAnyone","context":"forked from FuouM/ComfyUI-MatAnyone","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-13T02:12:41+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"d999fa67-02d9-498c-9b41-d90796da0fed","url":"https://onlylabs.fyi/signals/d999fa67-02d9-498c-9b41-d90796da0fed","source_url":"https://github.com/siliconflow/checkpoint-engine","title":"siliconflow/checkpoint-engine","context":"forked from MoonshotAI/checkpoint-engine","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-04-01T08:58:05+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"}]}
![\"Workflow](\"https://pozzettiandrea.github.io/ComfyUI-SAM3/gallery-preview.png\")