{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Repo: cloudflare/cloudflare-os-starter","description":"Cloudflare (Workers AI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892","json_url":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892/signal.json","generated_at":"2026-08-28T16:51:30.895Z","evidence_latest_fetched_at":"2026-08-06T07:02:12.001935+00:00","signal_first_seen_at":"2026-08-06T07:01:03.292298+00:00","org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cloudflare","dossier_json_url":"https://onlylabs.fyi/labs/cloudflare/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892","signal_json":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892/signal.json","source":"https://github.com/cloudflare/cloudflare-os-starter","lab_dossier":"https://onlylabs.fyi/labs/cloudflare","lab_dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis":"https://onlylabs.fyi/analysis/cloudflare","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/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":"Cloudflare (Workers AI) published cloudflare/cloudflare-os-starter (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo cloudflare/cloudflare-os-starter · language TypeScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/cloudflare/cloudflare-os-starter","source_host":"github.com","occurred_at":"2026-08-03T21:36:32+00:00","first_seen_at":"2026-08-06T07:01:03.292298+00:00","date_source":"source","context":"TypeScript"},"context_markers":[{"label":"Lab","value":"Cloudflare (Workers AI)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"cloudflare/cloudflare-os-starter","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"267","source":"traction"},{"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/cloudflare/cloudflare-os-starter"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-06T07:02:12.001935+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892/signal.json","dossier_json":"https://onlylabs.fyi/labs/cloudflare/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cloudflare/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cloudflare/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/caa913a4-e89f-462d-9132-fac1447c8892/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/cloudflare-os-starter","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cloudflare/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cloudflare/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 Cloudflare (Workers AI)'s repo signal \"cloudflare/cloudflare-os-starter\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"published repo","object":"cloudflare/cloudflare-os-starter","text":"Cloudflare (Workers AI) published repo cloudflare/cloudflare-os-starter."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"is classified as","object":"repo signal","text":"cloudflare/cloudflare-os-starter is classified as repo signal."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"belongs to","object":"repos desk","text":"cloudflare/cloudflare-os-starter belongs to repos desk."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has context","object":"TypeScript","text":"cloudflare/cloudflare-os-starter has context TypeScript."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cloudflare-os-starter has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has captured page count","object":"1","text":"cloudflare/cloudflare-os-starter has captured page count 1."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has readable page count","object":"1","text":"cloudflare/cloudflare-os-starter has readable page count 1."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has related signal count","object":"6","text":"cloudflare/cloudflare-os-starter has related signal count 6."},{"subject":"cloudflare/cloudflare-os-starter","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":"cloudflare/cloudflare-os-starter 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":"cloudflare/cloudflare-os-starter","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflare-os-starter has source host github.com."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/cloudflare-os-starter has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has signal desk","object":"repos","text":"cloudflare/cloudflare-os-starter has signal desk repos."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has source host","object":"github.com","text":"cloudflare/cloudflare-os-starter has source host github.com."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has repository","object":"cloudflare/cloudflare-os-starter","text":"cloudflare/cloudflare-os-starter has repository cloudflare/cloudflare-os-starter."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has language","object":"TypeScript","text":"cloudflare/cloudflare-os-starter has language TypeScript."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has stars","object":"267","text":"cloudflare/cloudflare-os-starter has stars 267."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has watch term","object":"Eval methodology","text":"cloudflare/cloudflare-os-starter has watch term Eval methodology."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has watch term","object":"Infrastructure","text":"cloudflare/cloudflare-os-starter has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Cloudflare (Workers AI) published cloudflare/cloudflare-os-starter (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo cloudflare/cloudflare-os-starter · language TypeScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"published repo","object":"cloudflare/cloudflare-os-starter","text":"Cloudflare (Workers AI) published repo cloudflare/cloudflare-os-starter."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"is classified as","object":"repo signal","text":"cloudflare/cloudflare-os-starter is classified as repo signal."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"belongs to","object":"repos desk","text":"cloudflare/cloudflare-os-starter belongs to repos desk."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has context","object":"TypeScript","text":"cloudflare/cloudflare-os-starter has context TypeScript."},{"subject":"cloudflare/cloudflare-os-starter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cloudflare-os-starter has evidence coverage 1 captured evidence page."}]},"signal":{"id":"caa913a4-e89f-462d-9132-fac1447c8892","url":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892","json_url":"https://onlylabs.fyi/signals/caa913a4-e89f-462d-9132-fac1447c8892/signal.json","source_url":"https://github.com/cloudflare/cloudflare-os-starter","title":"cloudflare/cloudflare-os-starter","summary":"Cloudflare (Workers AI) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-08-03T21:36:32+00:00","first_seen_at":"2026-08-06T07:01:03.292298+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/cloudflare/cloudflare-os-starter"]},"facets":{"repo":"cloudflare/cloudflare-os-starter","language":"TypeScript"},"traction":{"github_stars":267,"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/cloudflare/cloudflare-os-starter","final_url":"https://github.com/cloudflare/cloudflare-os-starter","title":"cloudflare/cloudflare-os-starter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-06T07:02:12.001935+00:00","bytes":17701,"raw_path":"61f00088fd78a6119fcf257e1f9b8116b59cedcb97c14e140d134f323093a116.json","content_hash":"d15dcbc4b193e6c32c89ba1f008a9d1c36347af6b2d4112c33d83e0442187fae","excerpt_chars":1200,"truncated":true,"excerpt":"cloudflare/cloudflare-os-starter Description: A guide for customizing your Cloudflare OS deployment Language: JavaScript License: Apache-2.0 Stars: 83 Forks: 17 Open issues: 1 Created: 2026-08-03T21:36:32Z Pushed: 2026-08-05T12:35:13Z Default branch: main Fork: no Archived: no README: Customized for your Company Deploy a pinned Cloudflare OS release with branding, sign-in, integrations, routes, and upgrades under your control. > [!IMPORTANT] > Cloudflare OS is early-access software. Pin upstream releases, review changes, and verify the trust boundary before every production upgrade. Four steps 1. Install the dependencies and run `pnpm exec wrangler login`. 2. Fill in `deployment.jsonc`: account ID, Worker names, hostname, Access audience, admin emails. 3. Run `pnpm check`, then `pnpm deploy`. 4. Open `/admin` and set the site name, logo, and accent color; branding needs no redeploy. [Deploy](#deploy) and [Customization](#customization) expand each step. Everything else on this page is optional reading. Overview This repository adds deployment controls around a pinned [Cloudflare OS](https://github.com/cloudflare/cloudflare-os) release without modifying the upstream source. |..."},"evidence_pages":[],"related_signals":[{"id":"0a7791fd-6817-4396-a508-545ab37d960c","url":"https://onlylabs.fyi/signals/0a7791fd-6817-4396-a508-545ab37d960c","source_url":"https://github.com/cloudflare/fedramp","title":"cloudflare/fedramp","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-08-21T20:32:49+00:00","first_seen_at":"2026-08-22T07:00:54.201634+00:00","date_source":"source"},{"id":"01cdfe0c-d7ad-4a57-8840-3cf3e05b0832","url":"https://onlylabs.fyi/signals/01cdfe0c-d7ad-4a57-8840-3cf3e05b0832","source_url":"https://github.com/cloudflare/developer-platform","title":"cloudflare/developer-platform","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-08-06T18:45:43+00:00","first_seen_at":"2026-08-18T07:00:56.383294+00:00","date_source":"source"},{"id":"1efcb6e7-637b-45ad-8291-730a5ace5da5","url":"https://onlylabs.fyi/signals/1efcb6e7-637b-45ad-8291-730a5ace5da5","source_url":"https://github.com/cloudflare/ci","title":"cloudflare/ci","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-30T16:59:35+00:00","first_seen_at":"2026-08-05T07:00:57.547444+00:00","date_source":"source"},{"id":"314d2330-3c08-4da2-8e26-2f9c0e30a958","url":"https://onlylabs.fyi/signals/314d2330-3c08-4da2-8e26-2f9c0e30a958","source_url":"https://github.com/cloudflare/community","title":"cloudflare/community","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-17T11:44:00+00:00","first_seen_at":"2026-07-18T07:00:55.931144+00:00","date_source":"source"},{"id":"711bdba2-2fd1-4248-b413-a9f76b83b8ac","url":"https://onlylabs.fyi/signals/711bdba2-2fd1-4248-b413-a9f76b83b8ac","source_url":"https://github.com/cloudflare/nimbus","title":"cloudflare/nimbus","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-07-09T09:10:53+00:00","first_seen_at":"2026-07-22T07:00:57.287589+00:00","date_source":"source"},{"id":"efb25c12-53ee-48c0-a571-64e9156184ef","url":"https://onlylabs.fyi/signals/efb25c12-53ee-48c0-a571-64e9156184ef","source_url":"https://github.com/cloudflare/security-audit-skill","title":"cloudflare/security-audit-skill","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-18T14:08:44+00:00","first_seen_at":"2026-06-19T07:01:50.932126+00:00","date_source":"source"}]}