{"schema_version":"onlylabs.public_signal.v1","title":"CompactifAI (Multiverse Computing) Repo: CompactifAI/CompactifAI","description":"CompactifAI (Multiverse Computing) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6","json_url":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6/signal.json","generated_at":"2026-06-11T04:08:23.583087+00:00","org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/compactifai","dossier_json_url":"https://onlylabs.fyi/labs/compactifai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6","signal_json":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6/signal.json","source":"https://github.com/CompactifAI/CompactifAI","lab_dossier":"https://onlylabs.fyi/labs/compactifai","lab_dossier_json":"https://onlylabs.fyi/labs/compactifai/dossier.json","analysis":"https://onlylabs.fyi/analysis/compactifai","analysis_json":"https://onlylabs.fyi/analysis/compactifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/compactifai/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":"CompactifAI (Multiverse Computing) published CompactifAI/CompactifAI. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo CompactifAI/CompactifAI · Low stars, minimal traction.. onlylabs links this event to 1 captured evidence page and 3 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/CompactifAI/CompactifAI","source_host":"github.com","occurred_at":"2025-09-25T12:13:03+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"CompactifAI (Multiverse Computing)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"CompactifAI/CompactifAI","source":"source"},{"label":"Stars","value":"2","source":"traction"},{"label":"Notability","value":"Low stars, minimal traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/CompactifAI/CompactifAI"],"related_signals":3,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:23.583087+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6/signal.json","dossier_json":"https://onlylabs.fyi/labs/compactifai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/compactifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/compactifai/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 3 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/52af219c-d133-4e89-bd00-a9f193912bc6/signal.json","required":true},{"label":"source","url":"https://github.com/CompactifAI/CompactifAI","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/compactifai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/compactifai/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 CompactifAI (Multiverse Computing)'s repo signal \"CompactifAI/CompactifAI\" for neocloud strategy."},"semantic_triples":[{"subject":"CompactifAI (Multiverse Computing)","predicate":"published repo","object":"CompactifAI/CompactifAI","text":"CompactifAI (Multiverse Computing) published repo CompactifAI/CompactifAI."},{"subject":"CompactifAI/CompactifAI","predicate":"is classified as","object":"repo signal","text":"CompactifAI/CompactifAI is classified as repo signal."},{"subject":"CompactifAI/CompactifAI","predicate":"belongs to","object":"repos desk","text":"CompactifAI/CompactifAI belongs to repos desk."},{"subject":"CompactifAI/CompactifAI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CompactifAI/CompactifAI has evidence coverage 1 captured evidence page."},{"subject":"CompactifAI/CompactifAI","predicate":"has captured page count","object":"1","text":"CompactifAI/CompactifAI has captured page count 1."},{"subject":"CompactifAI/CompactifAI","predicate":"has readable page count","object":"1","text":"CompactifAI/CompactifAI has readable page count 1."},{"subject":"CompactifAI/CompactifAI","predicate":"has related signal count","object":"3","text":"CompactifAI/CompactifAI has related signal count 3."},{"subject":"CompactifAI/CompactifAI","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":"CompactifAI/CompactifAI 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":"CompactifAI/CompactifAI","predicate":"has source host","object":"github.com","text":"CompactifAI/CompactifAI has source host github.com."},{"subject":"CompactifAI/CompactifAI","predicate":"has lab","object":"CompactifAI (Multiverse Computing)","text":"CompactifAI/CompactifAI has lab CompactifAI (Multiverse Computing)."},{"subject":"CompactifAI/CompactifAI","predicate":"has signal desk","object":"repos","text":"CompactifAI/CompactifAI has signal desk repos."},{"subject":"CompactifAI/CompactifAI","predicate":"has source host","object":"github.com","text":"CompactifAI/CompactifAI has source host github.com."},{"subject":"CompactifAI/CompactifAI","predicate":"has repository","object":"CompactifAI/CompactifAI","text":"CompactifAI/CompactifAI has repository CompactifAI/CompactifAI."},{"subject":"CompactifAI/CompactifAI","predicate":"has stars","object":"2","text":"CompactifAI/CompactifAI has stars 2."},{"subject":"CompactifAI/CompactifAI","predicate":"has notability","object":"Low stars, minimal traction.","text":"CompactifAI/CompactifAI has notability Low stars, minimal traction.."},{"subject":"CompactifAI/CompactifAI","predicate":"has watch term","object":"Eval methodology","text":"CompactifAI/CompactifAI has watch term Eval methodology."},{"subject":"CompactifAI/CompactifAI","predicate":"has watch term","object":"Infrastructure","text":"CompactifAI/CompactifAI has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"CompactifAI (Multiverse Computing) published CompactifAI/CompactifAI. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo CompactifAI/CompactifAI · Low stars, minimal traction.. onlylabs links this event to 1 captured evidence page and 3 related repo signals.","semantic_triples":[{"subject":"CompactifAI (Multiverse Computing)","predicate":"published repo","object":"CompactifAI/CompactifAI","text":"CompactifAI (Multiverse Computing) published repo CompactifAI/CompactifAI."},{"subject":"CompactifAI/CompactifAI","predicate":"is classified as","object":"repo signal","text":"CompactifAI/CompactifAI is classified as repo signal."},{"subject":"CompactifAI/CompactifAI","predicate":"belongs to","object":"repos desk","text":"CompactifAI/CompactifAI belongs to repos desk."},{"subject":"CompactifAI/CompactifAI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CompactifAI/CompactifAI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"52af219c-d133-4e89-bd00-a9f193912bc6","url":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6","json_url":"https://onlylabs.fyi/signals/52af219c-d133-4e89-bd00-a9f193912bc6/signal.json","source_url":"https://github.com/CompactifAI/CompactifAI","title":"CompactifAI/CompactifAI","summary":"CompactifAI (Multiverse Computing) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2025-09-25T12:13:03+00:00","first_seen_at":"2026-06-05T22:32:19.745417+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/CompactifAI/CompactifAI"]},"facets":{"repo":"CompactifAI/CompactifAI"},"traction":{"github_stars":2,"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/CompactifAI/CompactifAI","final_url":"https://github.com/CompactifAI/CompactifAI","title":"CompactifAI/CompactifAI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:23.583087+00:00","bytes":13141,"raw_path":"26ac39edb8906eba00acd6cd262f7768f7cee91e9ec989a59dbdb6f107272a6e.json","content_hash":"eedee9cef8b67c90d730f5dcee7beac27cddf8de05e4b967e0f4ea7aa71d5810","excerpt_chars":1200,"truncated":true,"excerpt":"CompactifAI/CompactifAI Description: CompactifAI official repository Stars: 2 Forks: 0 Open issues: 0 Created: 2025-09-25T12:13:03Z Pushed: 2025-09-25T13:49:20Z Default branch: main Fork: no Archived: no README:



\"Website\" \"Documentation\" \"Discord\"

👋 Welcome developer!

**CompactifAI API** empowers organizations and individuals with seamless access to ultra-efficient and scalable AI models that slash compute and energy costs, accelerate deployment, and fuel innovation, all without compromising performance or reliability. This repo offers practical and scalable examples to help you build intelligent applications with our state-of-the-art language models 🎯 What’s..."},"evidence_pages":[{"url":"https://github.com/CompactifAI/CompactifAI","final_url":"https://github.com/CompactifAI/CompactifAI","title":"CompactifAI/CompactifAI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:23.583087+00:00","bytes":13141,"raw_path":"26ac39edb8906eba00acd6cd262f7768f7cee91e9ec989a59dbdb6f107272a6e.json","content_hash":"eedee9cef8b67c90d730f5dcee7beac27cddf8de05e4b967e0f4ea7aa71d5810","excerpt_chars":1200,"truncated":true,"excerpt":"CompactifAI/CompactifAI Description: CompactifAI official repository Stars: 2 Forks: 0 Open issues: 0 Created: 2025-09-25T12:13:03Z Pushed: 2025-09-25T13:49:20Z Default branch: main Fork: no Archived: no README:



\"Website\" \"Documentation\" \"Discord\"

👋 Welcome developer!

**CompactifAI API** empowers organizations and individuals with seamless access to ultra-efficient and scalable AI models that slash compute and energy costs, accelerate deployment, and fuel innovation, all without compromising performance or reliability. This repo offers practical and scalable examples to help you build intelligent applications with our state-of-the-art language models 🎯 What’s..."}],"related_signals":[{"id":"c489254b-4670-45a3-aafd-a12d04450c63","url":"https://onlylabs.fyi/signals/c489254b-4670-45a3-aafd-a12d04450c63","source_url":"https://github.com/CompactifAI/Block_removal_through_constrained_binary_optimization","title":"CompactifAI/Block_removal_through_constrained_binary_optimization","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2026-02-02T11:31:21+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"},{"id":"b4df24db-244d-49b0-9891-70e1bdf0e915","url":"https://onlylabs.fyi/signals/b4df24db-244d-49b0-9891-70e1bdf0e915","source_url":"https://github.com/CompactifAI/workshops","title":"CompactifAI/workshops","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2026-01-27T05:17:14+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"},{"id":"4bd175b1-73b0-4fc2-a847-51ab2f759aa5","url":"https://onlylabs.fyi/signals/4bd175b1-73b0-4fc2-a847-51ab2f759aa5","source_url":"https://github.com/CompactifAI/LLM-Refusal-Evaluation","title":"CompactifAI/LLM-Refusal-Evaluation","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"compactifai","name":"CompactifAI (Multiverse Computing)","category":"neocloud"},"occurred_at":"2025-12-23T14:15:52+00:00","first_seen_at":"2026-06-05T22:32:19.745417+00:00","date_source":"source"}]}