{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/setup-cog","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902","json_url":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902/signal.json","generated_at":"2026-06-11T04:07:39.943013+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902","signal_json":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902/signal.json","source":"https://github.com/replicate/setup-cog","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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":"Replicate published replicate/setup-cog. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/setup-cog · replicate/setup-cog Description: A GitHub Action for installing and using Cog so you can run, test, and push machine learning models License: Apache-2.0 Stars: 72 Forks:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/replicate/setup-cog","source_host":"github.com","occurred_at":"2023-06-19T16:09:53+00:00","first_seen_at":"2026-06-06T01:49:54.629051+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/setup-cog","source":"source"},{"label":"Stars","value":"72","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/replicate/setup-cog"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:39.943013+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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 6 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/5643df9c-0765-40a6-9f28-f49d7d9b1902/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/setup-cog","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/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 Replicate's repo signal \"replicate/setup-cog\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/setup-cog","text":"Replicate published repo replicate/setup-cog."},{"subject":"replicate/setup-cog","predicate":"is classified as","object":"repo signal","text":"replicate/setup-cog is classified as repo signal."},{"subject":"replicate/setup-cog","predicate":"belongs to","object":"repos desk","text":"replicate/setup-cog belongs to repos desk."},{"subject":"replicate/setup-cog","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog has evidence coverage 1 captured evidence page."},{"subject":"replicate/setup-cog","predicate":"has captured page count","object":"1","text":"replicate/setup-cog has captured page count 1."},{"subject":"replicate/setup-cog","predicate":"has readable page count","object":"1","text":"replicate/setup-cog has readable page count 1."},{"subject":"replicate/setup-cog","predicate":"has related signal count","object":"6","text":"replicate/setup-cog has related signal count 6."},{"subject":"replicate/setup-cog","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":"replicate/setup-cog 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":"replicate/setup-cog","predicate":"has source host","object":"github.com","text":"replicate/setup-cog has source host github.com."},{"subject":"replicate/setup-cog","predicate":"has lab","object":"Replicate","text":"replicate/setup-cog has lab Replicate."},{"subject":"replicate/setup-cog","predicate":"has signal desk","object":"repos","text":"replicate/setup-cog has signal desk repos."},{"subject":"replicate/setup-cog","predicate":"has source host","object":"github.com","text":"replicate/setup-cog has source host github.com."},{"subject":"replicate/setup-cog","predicate":"has repository","object":"replicate/setup-cog","text":"replicate/setup-cog has repository replicate/setup-cog."},{"subject":"replicate/setup-cog","predicate":"has stars","object":"72","text":"replicate/setup-cog has stars 72."},{"subject":"replicate/setup-cog","predicate":"has watch term","object":"Infrastructure","text":"replicate/setup-cog has watch term Infrastructure."},{"subject":"replicate/setup-cog","predicate":"has watch term","object":"Safety and alignment","text":"replicate/setup-cog has watch term Safety and alignment."},{"subject":"replicate/setup-cog","predicate":"has watch term","object":"Agents and tool use","text":"replicate/setup-cog has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/setup-cog. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/setup-cog · replicate/setup-cog Description: A GitHub Action for installing and using Cog so you can run, test, and push machine learning models License: Apache-2.0 Stars: 72 Forks:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/setup-cog","text":"Replicate published repo replicate/setup-cog."},{"subject":"replicate/setup-cog","predicate":"is classified as","object":"repo signal","text":"replicate/setup-cog is classified as repo signal."},{"subject":"replicate/setup-cog","predicate":"belongs to","object":"repos desk","text":"replicate/setup-cog belongs to repos desk."},{"subject":"replicate/setup-cog","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/setup-cog has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5643df9c-0765-40a6-9f28-f49d7d9b1902","url":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902","json_url":"https://onlylabs.fyi/signals/5643df9c-0765-40a6-9f28-f49d7d9b1902/signal.json","source_url":"https://github.com/replicate/setup-cog","title":"replicate/setup-cog","summary":"Replicate 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":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2023-06-19T16:09:53+00:00","first_seen_at":"2026-06-06T01:49:54.629051+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/replicate/setup-cog"]},"facets":{"repo":"replicate/setup-cog"},"traction":{"github_stars":72,"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/replicate/setup-cog","final_url":"https://github.com/replicate/setup-cog","title":"replicate/setup-cog repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:39.943013+00:00","bytes":13077,"raw_path":"61b0ae38ec332cc3a4facb642da10945ad968c72ab39ee41273d73a97cf41e8b.json","content_hash":"af6559c3bc86c93c34ace75cc7ebecd5c599d6967b1185e3405d9986f7880aa5","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/setup-cog Description: A GitHub Action for installing and using Cog so you can run, test, and push machine learning models License: Apache-2.0 Stars: 72 Forks: 48 Open issues: 7 Created: 2023-06-19T16:09:53Z Pushed: 2025-02-10T14:47:31Z Default branch: main Fork: no Archived: no README: setup-cog [Cog](https://github.com/replicate/cog) is an open-source tool that lets you package machine learning models in a standard, production-ready container. To learn more about Cog, visit [cog.run](https://cog.run). This repo is a GitHub Action that makes it easy to install Cog on a GitHub-hosted runner so you can run, test, and push machine learning models to Replicate, or to your own infrastructure. This action takes care of setting up prerequisites like Dockerx and NVIDIA's CUDA drivers, so you can focus on building and deploying your models without the headache. **⚡️ [Cog supports building and pushing GPU models from machines that don't have GPUs](https://github.com/replicate/cog/pull/1069) ⚡️**. So in many cases you can use this action to push your GPU model to Replicate, even if you're using a GitHub-hosted runner that doesn't have a GPU. Usage Add a step to your workflow that..."},"evidence_pages":[{"url":"https://github.com/replicate/setup-cog","final_url":"https://github.com/replicate/setup-cog","title":"replicate/setup-cog repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:39.943013+00:00","bytes":13077,"raw_path":"61b0ae38ec332cc3a4facb642da10945ad968c72ab39ee41273d73a97cf41e8b.json","content_hash":"af6559c3bc86c93c34ace75cc7ebecd5c599d6967b1185e3405d9986f7880aa5","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/setup-cog Description: A GitHub Action for installing and using Cog so you can run, test, and push machine learning models License: Apache-2.0 Stars: 72 Forks: 48 Open issues: 7 Created: 2023-06-19T16:09:53Z Pushed: 2025-02-10T14:47:31Z Default branch: main Fork: no Archived: no README: setup-cog [Cog](https://github.com/replicate/cog) is an open-source tool that lets you package machine learning models in a standard, production-ready container. To learn more about Cog, visit [cog.run](https://cog.run). This repo is a GitHub Action that makes it easy to install Cog on a GitHub-hosted runner so you can run, test, and push machine learning models to Replicate, or to your own infrastructure. This action takes care of setting up prerequisites like Dockerx and NVIDIA's CUDA drivers, so you can focus on building and deploying your models without the headache. **⚡️ [Cog supports building and pushing GPU models from machines that don't have GPUs](https://github.com/replicate/cog/pull/1069) ⚡️**. So in many cases you can use this action to push your GPU model to Replicate, even if you're using a GitHub-hosted runner that doesn't have a GPU. Usage Add a step to your workflow that..."}],"related_signals":[{"id":"1db23f7d-6f2c-4c4d-a72e-13e4571ab215","url":"https://onlylabs.fyi/signals/1db23f7d-6f2c-4c4d-a72e-13e4571ab215","source_url":"https://github.com/replicate/getting-started-vinext","title":"replicate/getting-started-vinext","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T21:02:36+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"839ba0f4-1476-4d41-8a21-a7229404068c","url":"https://onlylabs.fyi/signals/839ba0f4-1476-4d41-8a21-a7229404068c","source_url":"https://github.com/replicate/skills","title":"replicate/skills","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-16T04:57:43+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"7859f548-12fd-4e47-869f-6cd6e9b89b7c","url":"https://onlylabs.fyi/signals/7859f548-12fd-4e47-869f-6cd6e9b89b7c","source_url":"https://github.com/replicate/image-editing-arena","title":"replicate/image-editing-arena","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T21:37:30+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"024a8173-5843-4a5f-b99f-d614881620a1","url":"https://onlylabs.fyi/signals/024a8173-5843-4a5f-b99f-d614881620a1","source_url":"https://github.com/replicate/replicate-langchain","title":"replicate/replicate-langchain","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-20T22:40:29+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","source_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","url":"https://onlylabs.fyi/signals/d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","source_url":"https://github.com/replicate/cursedsit.com","title":"replicate/cursedsit.com","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-30T16:14:21+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"}]}