{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Fork: siliconflow/ComfyUI-TBG-SAM3","description":"SiliconFlow fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc","json_url":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc/signal.json","generated_at":"2026-10-30T17:46:04.919Z","evidence_latest_fetched_at":"2026-10-30T07:04:12.004064+00:00","signal_first_seen_at":"2026-10-30T07:01:01.375947+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/c6e47447-6744-4af0-b54c-528725ccf3cc","signal_json":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc/signal.json","source":"https://github.com/siliconflow/ComfyUI-TBG-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-TBG-SAM3 (forked from Ltamann/ComfyUI-TBG-SAM3). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/ComfyUI-TBG-SAM3 · parent Ltamann/ComfyUI-TBG-SAM3. 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-TBG-SAM3","source_host":"github.com","occurred_at":"2026-10-30T03:29:55+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source","context":"forked from Ltamann/ComfyUI-TBG-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-TBG-SAM3","source":"source"},{"label":"Parent","value":"Ltamann/ComfyUI-TBG-SAM3","source":"source"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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/siliconflow/ComfyUI-TBG-SAM3"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-30T07:04:12.004064+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc/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/c6e47447-6744-4af0-b54c-528725ccf3cc/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/ComfyUI-TBG-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-TBG-SAM3\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/ComfyUI-TBG-SAM3","text":"SiliconFlow forked siliconflow/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"is classified as","object":"fork signal","text":"siliconflow/ComfyUI-TBG-SAM3 is classified as fork signal."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"belongs to","object":"forks desk","text":"siliconflow/ComfyUI-TBG-SAM3 belongs to forks desk."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has context","object":"forked from Ltamann/ComfyUI-TBG-SAM3","text":"siliconflow/ComfyUI-TBG-SAM3 has context forked from Ltamann/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/ComfyUI-TBG-SAM3 has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has captured page count","object":"1","text":"siliconflow/ComfyUI-TBG-SAM3 has captured page count 1."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has readable page count","object":"1","text":"siliconflow/ComfyUI-TBG-SAM3 has readable page count 1."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has related signal count","object":"6","text":"siliconflow/ComfyUI-TBG-SAM3 has related signal count 6."},{"subject":"siliconflow/ComfyUI-TBG-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-TBG-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-TBG-SAM3","predicate":"has source host","object":"github.com","text":"siliconflow/ComfyUI-TBG-SAM3 has source host github.com."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/ComfyUI-TBG-SAM3 has lab SiliconFlow."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has signal desk","object":"forks","text":"siliconflow/ComfyUI-TBG-SAM3 has signal desk forks."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has source host","object":"github.com","text":"siliconflow/ComfyUI-TBG-SAM3 has source host github.com."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has repository","object":"siliconflow/ComfyUI-TBG-SAM3","text":"siliconflow/ComfyUI-TBG-SAM3 has repository siliconflow/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has parent","object":"Ltamann/ComfyUI-TBG-SAM3","text":"siliconflow/ComfyUI-TBG-SAM3 has parent Ltamann/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has watch term","object":"Model card","text":"siliconflow/ComfyUI-TBG-SAM3 has watch term Model card."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has watch term","object":"Infrastructure","text":"siliconflow/ComfyUI-TBG-SAM3 has watch term Infrastructure."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has watch term","object":"Agents and tool use","text":"siliconflow/ComfyUI-TBG-SAM3 has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"forks","answer":"SiliconFlow forked siliconflow/ComfyUI-TBG-SAM3 (forked from Ltamann/ComfyUI-TBG-SAM3). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/ComfyUI-TBG-SAM3 · parent Ltamann/ComfyUI-TBG-SAM3. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/ComfyUI-TBG-SAM3","text":"SiliconFlow forked siliconflow/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"is classified as","object":"fork signal","text":"siliconflow/ComfyUI-TBG-SAM3 is classified as fork signal."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"belongs to","object":"forks desk","text":"siliconflow/ComfyUI-TBG-SAM3 belongs to forks desk."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has context","object":"forked from Ltamann/ComfyUI-TBG-SAM3","text":"siliconflow/ComfyUI-TBG-SAM3 has context forked from Ltamann/ComfyUI-TBG-SAM3."},{"subject":"siliconflow/ComfyUI-TBG-SAM3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/ComfyUI-TBG-SAM3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c6e47447-6744-4af0-b54c-528725ccf3cc","url":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc","json_url":"https://onlylabs.fyi/signals/c6e47447-6744-4af0-b54c-528725ccf3cc/signal.json","source_url":"https://github.com/siliconflow/ComfyUI-TBG-SAM3","title":"siliconflow/ComfyUI-TBG-SAM3","summary":"SiliconFlow forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from Ltamann/ComfyUI-TBG-SAM3","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:55+00:00","first_seen_at":"2026-10-30T07:01:01.375947+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-TBG-SAM3"]},"facets":{"repo":"siliconflow/ComfyUI-TBG-SAM3","parent":"Ltamann/ComfyUI-TBG-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":{"is_primary":true,"source_match":true,"url":"https://github.com/siliconflow/ComfyUI-TBG-SAM3","final_url":"https://github.com/siliconflow/ComfyUI-TBG-SAM3","title":"siliconflow/ComfyUI-TBG-SAM3 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-30T07:04:12.004064+00:00","bytes":29593,"raw_path":"5ef1d69191ad1fb0e597ead71855fc388a384ec86e65fede6060ee4f7129c9cc.json","content_hash":"a68588108cf3e635fa30d192d1e28cedc4e79cc9ce6669329d5bdf621d3b6581","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/ComfyUI-TBG-SAM3 Description: ComfyUI-TBG-SAM3 A plug-and-play ComfyUI extension providing production-ready nodes for Meta’s SAM3 (Segment Anything Model 3) for text- or point-based segmentation, exhaustive mask generation, and per-segment or global depth mapping. All outputs are compatible with advanced segmentation packs such as Impact Pack SEGS and TBG-ETUR Upscaler Pro License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-30T03:29:55Z Pushed: 2026-10-30T03:47:26Z Default branch: main Fork: yes Parent repository: Ltamann/ComfyUI-TBG-SAM3 Archived: no README: **Updated Release: ComfyUI-TBG-SAM3 — Now we can plug a cleaned-up SAM3 segment straight into TBG Enhanced Refiner or any SEGS-ready input, like the Impact Pack effortlessly! So whats new.** [Visit TBG enhanced tiled upscaler and refiner pro](https://github.com/Ltamann/ComfyUI-TBG-ETUR) ComfyUI-TBG-SAM3 A ComfyUI custom-node extension that integrates Meta’s **Segment Anything Model 3 (SAM-3)** for advanced image segmentation. It supports unified point and box selection, text-prompt segmentation, point-guided masks, and mask-driven refinement. Features include an **Instance Selection toggle**,..."},"evidence_pages":[],"related_signals":[{"id":"568f2c8e-160c-4776-88d7-728ae1ec190e","url":"https://onlylabs.fyi/signals/568f2c8e-160c-4776-88d7-728ae1ec190e","source_url":"https://github.com/siliconflow/ComfyUI_roop","title":"siliconflow/ComfyUI_roop","context":"forked from ssitu/ComfyUI_roop","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:31:57+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"},{"id":"5a3c18a7-7268-453f-89c0-9bbe0c5f64f6","url":"https://onlylabs.fyi/signals/5a3c18a7-7268-453f-89c0-9bbe0c5f64f6","source_url":"https://github.com/siliconflow/ComfyUI-DynamiCrafterWrapper","title":"siliconflow/ComfyUI-DynamiCrafterWrapper","context":"forked from kijai/ComfyUI-DynamiCrafterWrapper","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:59+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"},{"id":"bc5d176d-af36-417a-9930-33fb46e06ec8","url":"https://onlylabs.fyi/signals/bc5d176d-af36-417a-9930-33fb46e06ec8","source_url":"https://github.com/siliconflow/comfyui-minimax-h3-blockcache-T8","title":"siliconflow/comfyui-minimax-h3-blockcache-T8","context":"forked from T8mars/comfyui-minimax-h3-blockcache-T8","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:57+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"},{"id":"d938e60e-b61a-4596-99b7-2d72b4383372","url":"https://onlylabs.fyi/signals/d938e60e-b61a-4596-99b7-2d72b4383372","source_url":"https://github.com/siliconflow/ComfyUI-mxToolkit","title":"siliconflow/ComfyUI-mxToolkit","context":"forked from Smirnov75/ComfyUI-mxToolkit","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:57+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"},{"id":"0b699e6b-8d3c-4119-bcbc-664cce500d37","url":"https://onlylabs.fyi/signals/0b699e6b-8d3c-4119-bcbc-664cce500d37","source_url":"https://github.com/siliconflow/Comfyui-Qwen-Image-2.1-BlockCache-T8","title":"siliconflow/Comfyui-Qwen-Image-2.1-BlockCache-T8","context":"forked from T8mars/Comfyui-Qwen-Image-2.1-BlockCache-T8","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:54+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"},{"id":"4c4ee87b-92ef-46da-a463-dd16117599e3","url":"https://onlylabs.fyi/signals/4c4ee87b-92ef-46da-a463-dd16117599e3","source_url":"https://github.com/siliconflow/ComfyUI-IF_MemoAvatar","title":"siliconflow/ComfyUI-IF_MemoAvatar","context":"forked from if-ai/ComfyUI-IF_MemoAvatar","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-10-30T03:29:53+00:00","first_seen_at":"2026-10-30T07:01:01.375947+00:00","date_source":"source"}]}