{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Repo: anthropics/life-sciences","description":"Anthropic repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753","json_url":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753/signal.json","generated_at":"2026-06-11T03:59:08.819471+00:00","org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/anthropic","dossier_json_url":"https://onlylabs.fyi/labs/anthropic/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753","signal_json":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753/signal.json","source":"https://github.com/anthropics/life-sciences","lab_dossier":"https://onlylabs.fyi/labs/anthropic","lab_dossier_json":"https://onlylabs.fyi/labs/anthropic/dossier.json","analysis":"https://onlylabs.fyi/analysis/anthropic","analysis_json":"https://onlylabs.fyi/analysis/anthropic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/anthropic/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Anthropic published anthropics/life-sciences (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo anthropics/life-sciences · language Python · New Anthropic repo with moderate GitHub stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/anthropics/life-sciences","source_host":"github.com","occurred_at":"2025-10-17T22:43:38+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Anthropic","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"anthropics/life-sciences","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"422","source":"traction"},{"label":"Notability","value":"New Anthropic repo with moderate GitHub stars","source":"signal"},{"label":"Watch term","value":"Data 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expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753/signal.json","required":true},{"label":"source","url":"https://github.com/anthropics/life-sciences","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/anthropic/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/anthropic/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 Anthropic's repo signal \"anthropics/life-sciences\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published repo","object":"anthropics/life-sciences","text":"Anthropic published repo anthropics/life-sciences."},{"subject":"anthropics/life-sciences","predicate":"is classified as","object":"repo signal","text":"anthropics/life-sciences is classified as repo signal."},{"subject":"anthropics/life-sciences","predicate":"belongs to","object":"repos desk","text":"anthropics/life-sciences belongs to repos desk."},{"subject":"anthropics/life-sciences","predicate":"has context","object":"Python","text":"anthropics/life-sciences has context Python."},{"subject":"anthropics/life-sciences","predicate":"has evidence coverage","object":"1 captured evidence page","text":"anthropics/life-sciences has evidence coverage 1 captured evidence page."},{"subject":"anthropics/life-sciences","predicate":"has captured page count","object":"1","text":"anthropics/life-sciences has captured 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github.com."},{"subject":"anthropics/life-sciences","predicate":"has lab","object":"Anthropic","text":"anthropics/life-sciences has lab Anthropic."},{"subject":"anthropics/life-sciences","predicate":"has signal desk","object":"repos","text":"anthropics/life-sciences has signal desk repos."},{"subject":"anthropics/life-sciences","predicate":"has source host","object":"github.com","text":"anthropics/life-sciences has source host github.com."},{"subject":"anthropics/life-sciences","predicate":"has repository","object":"anthropics/life-sciences","text":"anthropics/life-sciences has repository anthropics/life-sciences."},{"subject":"anthropics/life-sciences","predicate":"has language","object":"Python","text":"anthropics/life-sciences has language Python."},{"subject":"anthropics/life-sciences","predicate":"has stars","object":"422","text":"anthropics/life-sciences has stars 422."},{"subject":"anthropics/life-sciences","predicate":"has notability","object":"New Anthropic repo with moderate GitHub stars","text":"anthropics/life-sciences has notability New Anthropic repo with moderate GitHub stars."},{"subject":"anthropics/life-sciences","predicate":"has watch term","object":"Data pipeline","text":"anthropics/life-sciences has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"Anthropic published anthropics/life-sciences (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo anthropics/life-sciences · language Python · New Anthropic repo with moderate GitHub stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published repo","object":"anthropics/life-sciences","text":"Anthropic published repo anthropics/life-sciences."},{"subject":"anthropics/life-sciences","predicate":"is classified as","object":"repo signal","text":"anthropics/life-sciences is classified as repo signal."},{"subject":"anthropics/life-sciences","predicate":"belongs to","object":"repos desk","text":"anthropics/life-sciences belongs to repos desk."},{"subject":"anthropics/life-sciences","predicate":"has context","object":"Python","text":"anthropics/life-sciences has context Python."},{"subject":"anthropics/life-sciences","predicate":"has evidence coverage","object":"1 captured evidence page","text":"anthropics/life-sciences has evidence coverage 1 captured evidence page."}]},"signal":{"id":"da13ed2a-b430-48ed-85b1-bbe151c2a753","url":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753","json_url":"https://onlylabs.fyi/signals/da13ed2a-b430-48ed-85b1-bbe151c2a753/signal.json","source_url":"https://github.com/anthropics/life-sciences","title":"anthropics/life-sciences","summary":"Anthropic published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2025-10-17T22:43:38+00:00","first_seen_at":"2026-06-05T05:42:58.841369+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/anthropics/life-sciences"]},"facets":{"repo":"anthropics/life-sciences","language":"Python"},"traction":{"github_stars":422,"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/anthropics/life-sciences","final_url":"https://github.com/anthropics/life-sciences","title":"anthropics/life-sciences repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:08.819471+00:00","bytes":15482,"raw_path":"f02c7e072e30c3b5895f7365011342eed0eed6c18a3fa2a0fcbffb89e5082eca.json","content_hash":"b5b257889a9ce4033799710e6b53af5d27abdea7c8b1b6079c65674045459e61","excerpt_chars":1200,"truncated":true,"excerpt":"anthropics/life-sciences Description: Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers. Language: Python Stars: 422 Forks: 82 Open issues: 18 Created: 2025-10-17T22:43:38Z Pushed: 2026-05-08T16:54:54Z Default branch: main Fork: no Archived: no README: Life Sciences Marketplace for Claude Code This marketplace provides MCP (Model Context Protocol) servers and skills for life sciences tools. Install these plugins to access specialized research and analysis tools directly within Claude Code. **What's included:** - **MCP Servers**: Connect to external services like PubMed, BioRender, Synapse, and more - **Skills**: Domain-specific workflows and analysis capabilities that extend Claude's expertise Quick Start ```bash Add the marketplace /plugin marketplace add anthropics/life-sciences Install MCP servers /plugin install pubmed@life-sciences /plugin install biorender@life-sciences /plugin install synapse@life-sciences /plugin install wiley-scholar-gateway@life-sciences /plugin install 10x-genomics@life-sciences Install skills /plugin install..."},"evidence_pages":[{"url":"https://github.com/anthropics/life-sciences","final_url":"https://github.com/anthropics/life-sciences","title":"anthropics/life-sciences repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:08.819471+00:00","bytes":15482,"raw_path":"f02c7e072e30c3b5895f7365011342eed0eed6c18a3fa2a0fcbffb89e5082eca.json","content_hash":"b5b257889a9ce4033799710e6b53af5d27abdea7c8b1b6079c65674045459e61","excerpt_chars":1200,"truncated":true,"excerpt":"anthropics/life-sciences Description: Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers. Language: Python Stars: 422 Forks: 82 Open issues: 18 Created: 2025-10-17T22:43:38Z Pushed: 2026-05-08T16:54:54Z Default branch: main Fork: no Archived: no README: Life Sciences Marketplace for Claude Code This marketplace provides MCP (Model Context Protocol) servers and skills for life sciences tools. Install these plugins to access specialized research and analysis tools directly within Claude Code. **What's included:** - **MCP Servers**: Connect to external services like PubMed, BioRender, Synapse, and more - **Skills**: Domain-specific workflows and analysis capabilities that extend Claude's expertise Quick Start ```bash Add the marketplace /plugin marketplace add anthropics/life-sciences Install MCP servers /plugin install pubmed@life-sciences /plugin install biorender@life-sciences /plugin install synapse@life-sciences /plugin install wiley-scholar-gateway@life-sciences /plugin install 10x-genomics@life-sciences Install skills /plugin install..."}],"related_signals":[{"id":"d655a3de-1616-4e38-b9a0-27254762c1f0","url":"https://onlylabs.fyi/signals/d655a3de-1616-4e38-b9a0-27254762c1f0","source_url":"https://github.com/anthropics/defending-code-reference-harness","title":"anthropics/defending-code-reference-harness","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-22T16:00:56+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source"},{"id":"f91bba87-e295-4641-8aa0-9fa254e149b1","url":"https://onlylabs.fyi/signals/f91bba87-e295-4641-8aa0-9fa254e149b1","source_url":"https://github.com/anthropics/ClaudeForFoundationModels","title":"anthropics/ClaudeForFoundationModels","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-20T15:41:18+00:00","first_seen_at":"2026-06-09T07:00:07.44979+00:00","date_source":"source"},{"id":"7f417861-19b7-493f-b6d7-bf9ef54a9a1f","url":"https://onlylabs.fyi/signals/7f417861-19b7-493f-b6d7-bf9ef54a9a1f","source_url":"https://github.com/anthropics/cargo-nix-plugin","title":"anthropics/cargo-nix-plugin","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-19T17:07:44+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source"},{"id":"0c515bfd-ccd4-4a21-868f-944fd4945f19","url":"https://onlylabs.fyi/signals/0c515bfd-ccd4-4a21-868f-944fd4945f19","source_url":"https://github.com/anthropics/scone-bench","title":"anthropics/scone-bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-12T22:17:19+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source"},{"id":"7f529da9-d1d8-4424-aaf5-face018ae4f8","url":"https://onlylabs.fyi/signals/7f529da9-d1d8-4424-aaf5-face018ae4f8","source_url":"https://github.com/anthropics/html-effectiveness","title":"anthropics/html-effectiveness","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-12T06:25:16+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source"},{"id":"3ea41c6f-444c-4f24-a8f7-ad037263bde0","url":"https://onlylabs.fyi/signals/3ea41c6f-444c-4f24-a8f7-ad037263bde0","source_url":"https://github.com/anthropics/cwc-workshops","title":"anthropics/cwc-workshops","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-05-06T03:53:01+00:00","first_seen_at":"2026-06-05T05:42:58.841369+00:00","date_source":"source"}]}