{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Repo: anthropics/knowledge-work-plugins","description":"Anthropic repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b46c7cad-db05-458c-b13a-467e434f233c","json_url":"https://onlylabs.fyi/signals/b46c7cad-db05-458c-b13a-467e434f233c/signal.json","generated_at":"2026-06-11T02:53:19.010936+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/b46c7cad-db05-458c-b13a-467e434f233c","signal_json":"https://onlylabs.fyi/signals/b46c7cad-db05-458c-b13a-467e434f233c/signal.json","source":"https://github.com/anthropics/knowledge-work-plugins","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/knowledge-work-plugins (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/knowledge-work-plugins · language Python · High stars, notable repo by Anthropic. 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/knowledge-work-plugins","source_host":"github.com","occurred_at":"2026-01-23T20:11:54+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/knowledge-work-plugins","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"20,144","source":"traction"},{"label":"Notability","value":"High stars, notable repo by Anthropic","source":"signal"},{"label":"Watch term","value":"Data 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can 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/b46c7cad-db05-458c-b13a-467e434f233c/signal.json","required":true},{"label":"source","url":"https://github.com/anthropics/knowledge-work-plugins","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/knowledge-work-plugins\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published repo","object":"anthropics/knowledge-work-plugins","text":"Anthropic published repo anthropics/knowledge-work-plugins."},{"subject":"anthropics/knowledge-work-plugins","predicate":"is classified as","object":"repo signal","text":"anthropics/knowledge-work-plugins is classified as repo signal."},{"subject":"anthropics/knowledge-work-plugins","predicate":"belongs to","object":"repos desk","text":"anthropics/knowledge-work-plugins belongs to repos desk."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has context","object":"Python","text":"anthropics/knowledge-work-plugins has context Python."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has evidence coverage","object":"1 captured evidence page","text":"anthropics/knowledge-work-plugins has evidence coverage 1 captured evidence page."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has captured page count","object":"1","text":"anthropics/knowledge-work-plugins has captured page count 1."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has readable page count","object":"1","text":"anthropics/knowledge-work-plugins has readable page count 1."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has related signal count","object":"6","text":"anthropics/knowledge-work-plugins has related signal count 6."},{"subject":"anthropics/knowledge-work-plugins","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":"anthropics/knowledge-work-plugins 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":"anthropics/knowledge-work-plugins","predicate":"has source host","object":"github.com","text":"anthropics/knowledge-work-plugins has source host github.com."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has lab","object":"Anthropic","text":"anthropics/knowledge-work-plugins has lab Anthropic."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has signal desk","object":"repos","text":"anthropics/knowledge-work-plugins has signal desk repos."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has source host","object":"github.com","text":"anthropics/knowledge-work-plugins has source host github.com."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has repository","object":"anthropics/knowledge-work-plugins","text":"anthropics/knowledge-work-plugins has repository anthropics/knowledge-work-plugins."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has language","object":"Python","text":"anthropics/knowledge-work-plugins has language Python."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has stars","object":"20,144","text":"anthropics/knowledge-work-plugins has stars 20,144."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has notability","object":"High stars, notable repo by Anthropic","text":"anthropics/knowledge-work-plugins has notability High stars, notable repo by Anthropic."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has watch term","object":"Data pipeline","text":"anthropics/knowledge-work-plugins has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"Anthropic published anthropics/knowledge-work-plugins (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/knowledge-work-plugins · language Python · High stars, notable repo by Anthropic. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published repo","object":"anthropics/knowledge-work-plugins","text":"Anthropic published repo anthropics/knowledge-work-plugins."},{"subject":"anthropics/knowledge-work-plugins","predicate":"is classified as","object":"repo signal","text":"anthropics/knowledge-work-plugins is classified as repo signal."},{"subject":"anthropics/knowledge-work-plugins","predicate":"belongs to","object":"repos desk","text":"anthropics/knowledge-work-plugins belongs to repos desk."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has context","object":"Python","text":"anthropics/knowledge-work-plugins has context Python."},{"subject":"anthropics/knowledge-work-plugins","predicate":"has evidence coverage","object":"1 captured evidence page","text":"anthropics/knowledge-work-plugins has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b46c7cad-db05-458c-b13a-467e434f233c","url":"https://onlylabs.fyi/signals/b46c7cad-db05-458c-b13a-467e434f233c","json_url":"https://onlylabs.fyi/signals/b46c7cad-db05-458c-b13a-467e434f233c/signal.json","source_url":"https://github.com/anthropics/knowledge-work-plugins","title":"anthropics/knowledge-work-plugins","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":"2026-01-23T20:11:54+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/knowledge-work-plugins"]},"facets":{"repo":"anthropics/knowledge-work-plugins","language":"Python"},"traction":{"github_stars":20144,"hn_points":4,"hn_comments":0,"hn_story_id":"46828376","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/anthropics/knowledge-work-plugins","final_url":"https://github.com/anthropics/knowledge-work-plugins","title":"anthropics/knowledge-work-plugins repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:19.010936+00:00","bytes":14708,"raw_path":"2d6ba8fc0269fd5257cd2d0d44455060493fcea59d62919064880983a68bf328.json","content_hash":"dcd89e6e07a6266ae8fe05e256b5f79be7423dd2ec9844beaf72369bc63c4665","excerpt_chars":1200,"truncated":true,"excerpt":"anthropics/knowledge-work-plugins Description: Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork Language: Python License: Apache-2.0 Stars: 20112 Forks: 2389 Open issues: 144 Created: 2026-01-23T20:11:54Z Pushed: 2026-06-11T00:17:38Z Default branch: main Fork: no Archived: no README: Knowledge Work Plugins Plugins that turn Claude into a specialist for your role, team, and company. Built for [Claude Cowork](https://claude.com/product/cowork), also compatible with [Claude Code](https://claude.com/product/claude-code). Why Plugins Cowork lets you set the goal and Claude delivers finished, professional work. Plugins let you go further: tell Claude how you like work done, which tools and data to pull from, how to handle critical workflows, and what slash commands to expose — so your team gets better and more consistent outcomes. Each plugin bundles the skills, connectors, slash commands, and sub-agents for a specific job function. Out of the box, they give Claude a strong starting point for helping anyone in that role. The real power comes when you customize them for your company — your tools, your terminology, your processes — so..."},"evidence_pages":[{"url":"https://github.com/anthropics/knowledge-work-plugins","final_url":"https://github.com/anthropics/knowledge-work-plugins","title":"anthropics/knowledge-work-plugins repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:19.010936+00:00","bytes":14708,"raw_path":"2d6ba8fc0269fd5257cd2d0d44455060493fcea59d62919064880983a68bf328.json","content_hash":"dcd89e6e07a6266ae8fe05e256b5f79be7423dd2ec9844beaf72369bc63c4665","excerpt_chars":1200,"truncated":true,"excerpt":"anthropics/knowledge-work-plugins Description: Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork Language: Python License: Apache-2.0 Stars: 20112 Forks: 2389 Open issues: 144 Created: 2026-01-23T20:11:54Z Pushed: 2026-06-11T00:17:38Z Default branch: main Fork: no Archived: no README: Knowledge Work Plugins Plugins that turn Claude into a specialist for your role, team, and company. Built for [Claude Cowork](https://claude.com/product/cowork), also compatible with [Claude Code](https://claude.com/product/claude-code). Why Plugins Cowork lets you set the goal and Claude delivers finished, professional work. Plugins let you go further: tell Claude how you like work done, which tools and data to pull from, how to handle critical workflows, and what slash commands to expose — so your team gets better and more consistent outcomes. Each plugin bundles the skills, connectors, slash commands, and sub-agents for a specific job function. Out of the box, they give Claude a strong starting point for helping anyone in that role. The real power comes when you customize them for your company — your tools, your terminology, your processes — so..."}],"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"}]}