{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Repo: cloudflare/cf","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/18e0aa8c-b63c-4a63-b1ab-98edc6918df4","json_url":"https://onlylabs.fyi/signals/18e0aa8c-b63c-4a63-b1ab-98edc6918df4/signal.json","generated_at":"2026-10-12T20:55:26.099Z","evidence_latest_fetched_at":"2026-09-29T07:03:28.636365+00:00","signal_first_seen_at":"2026-09-29T07:01:03.843793+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/18e0aa8c-b63c-4a63-b1ab-98edc6918df4","signal_json":"https://onlylabs.fyi/signals/18e0aa8c-b63c-4a63-b1ab-98edc6918df4/signal.json","source":"https://github.com/cloudflare/cf","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/cf (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/cf · 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/cf","source_host":"github.com","occurred_at":"2026-09-21T15:16:36+00:00","first_seen_at":"2026-09-29T07:01:03.843793+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/cf","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"841","source":"traction"},{"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/cloudflare/cf"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-29T07:03:28.636365+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/18e0aa8c-b63c-4a63-b1ab-98edc6918df4/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/18e0aa8c-b63c-4a63-b1ab-98edc6918df4/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/cf","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/cf\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"published repo","object":"cloudflare/cf","text":"Cloudflare (Workers AI) published repo cloudflare/cf."},{"subject":"cloudflare/cf","predicate":"is classified as","object":"repo signal","text":"cloudflare/cf is classified as repo signal."},{"subject":"cloudflare/cf","predicate":"belongs to","object":"repos desk","text":"cloudflare/cf belongs to repos desk."},{"subject":"cloudflare/cf","predicate":"has context","object":"TypeScript","text":"cloudflare/cf has context TypeScript."},{"subject":"cloudflare/cf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cf has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/cf","predicate":"has captured page count","object":"1","text":"cloudflare/cf has captured page count 1."},{"subject":"cloudflare/cf","predicate":"has readable page count","object":"1","text":"cloudflare/cf has readable page count 1."},{"subject":"cloudflare/cf","predicate":"has related signal count","object":"6","text":"cloudflare/cf has related signal count 6."},{"subject":"cloudflare/cf","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/cf 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/cf","predicate":"has source host","object":"github.com","text":"cloudflare/cf has source host github.com."},{"subject":"cloudflare/cf","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/cf has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/cf","predicate":"has signal desk","object":"repos","text":"cloudflare/cf has signal desk repos."},{"subject":"cloudflare/cf","predicate":"has source host","object":"github.com","text":"cloudflare/cf has source host github.com."},{"subject":"cloudflare/cf","predicate":"has repository","object":"cloudflare/cf","text":"cloudflare/cf has repository cloudflare/cf."},{"subject":"cloudflare/cf","predicate":"has language","object":"TypeScript","text":"cloudflare/cf has language TypeScript."},{"subject":"cloudflare/cf","predicate":"has stars","object":"841","text":"cloudflare/cf has stars 841."},{"subject":"cloudflare/cf","predicate":"has watch term","object":"Safety and alignment","text":"cloudflare/cf has watch term Safety and alignment."},{"subject":"cloudflare/cf","predicate":"has watch term","object":"Agents and tool use","text":"cloudflare/cf has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Cloudflare (Workers AI) published cloudflare/cf (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/cf · 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/cf","text":"Cloudflare (Workers AI) published repo cloudflare/cf."},{"subject":"cloudflare/cf","predicate":"is classified as","object":"repo signal","text":"cloudflare/cf is classified as repo signal."},{"subject":"cloudflare/cf","predicate":"belongs to","object":"repos desk","text":"cloudflare/cf belongs to repos desk."},{"subject":"cloudflare/cf","predicate":"has context","object":"TypeScript","text":"cloudflare/cf has context TypeScript."},{"subject":"cloudflare/cf","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/cf has evidence coverage 1 captured evidence page."}]},"signal":{"id":"18e0aa8c-b63c-4a63-b1ab-98edc6918df4","url":"https://onlylabs.fyi/signals/18e0aa8c-b63c-4a63-b1ab-98edc6918df4","json_url":"https://onlylabs.fyi/signals/18e0aa8c-b63c-4a63-b1ab-98edc6918df4/signal.json","source_url":"https://github.com/cloudflare/cf","title":"cloudflare/cf","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":"2026-09-21T15:16:36+00:00","first_seen_at":"2026-09-29T07:01:03.843793+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/cf"]},"facets":{"repo":"cloudflare/cf","language":"TypeScript"},"traction":{"github_stars":841,"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/cf","final_url":"https://github.com/cloudflare/cf","title":"cloudflare/cf repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-29T07:03:28.636365+00:00","bytes":8154,"raw_path":"c75e2ed58b1c80af1f29bbfa74ab983b918a6cce6eb7c3c798d5e0772ffb811c.json","content_hash":"a3445eccb94a7d258b5fc22a88412e23733630c72f5804414cb9f4768876048d","excerpt_chars":1200,"truncated":false,"excerpt":"cloudflare/cf Description: The agentic CLI for the entire Cloudflare API Language: TypeScript License: Apache-2.0 Stars: 339 Forks: 8 Open issues: 11 Created: 2026-09-21T15:16:36Z Pushed: 2026-09-29T03:52:59Z Default branch: main Fork: no Archived: no README: `cf`: the agentic CLI for the entire Cloudflare API cf is a CLI that is built for the next generation of software development: - Agents can find the command they need to do anything they want to do with bespoke search and steering. - JSON is the default interface, pretty printed for humans and condensed for agents for maximum context savings. - cloudflare.config.ts is the new configuration format for the whole of Cloudflare, starting with Workers, and bringing the safety and accuracy of TypeScript to you and your agent’s language server protocol (LSP) - Vite becomes default, bringing with it the best local development server, and a plugin suite for developers and framework authors. Install the open beta today globally and run it from anywhere: ``` npm i -g cf ```"},"evidence_pages":[],"related_signals":[{"id":"1442ebef-c722-448f-bdd6-6d345a1e5f36","url":"https://onlylabs.fyi/signals/1442ebef-c722-448f-bdd6-6d345a1e5f36","source_url":"https://github.com/cloudflare/streamline-demo","title":"cloudflare/streamline-demo","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-01T23:11:07+00:00","first_seen_at":"2026-10-03T07:00:59.494373+00:00","date_source":"source"},{"id":"3d37a63d-f4ad-4c12-88dc-fa4ff1069782","url":"https://onlylabs.fyi/signals/3d37a63d-f4ad-4c12-88dc-fa4ff1069782","source_url":"https://github.com/cloudflare/streamline","title":"cloudflare/streamline","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-10-01T23:09:14+00:00","first_seen_at":"2026-10-03T07:00:59.494373+00:00","date_source":"source"},{"id":"725de560-d615-472e-b312-6d74bf3b1a49","url":"https://onlylabs.fyi/signals/725de560-d615-472e-b312-6d74bf3b1a49","source_url":"https://github.com/cloudflare/crypto-discovery-prompts","title":"cloudflare/crypto-discovery-prompts","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-09-23T12:53:46+00:00","first_seen_at":"2026-09-30T07:01:03.331154+00:00","date_source":"source"},{"id":"e469507e-0e76-44c5-9696-3ed79eaa9a7a","url":"https://onlylabs.fyi/signals/e469507e-0e76-44c5-9696-3ed79eaa9a7a","source_url":"https://github.com/cloudflare/forge","title":"cloudflare/forge","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-09-21T15:17:42+00:00","first_seen_at":"2026-09-29T07:01:03.843793+00:00","date_source":"source"},{"id":"544d54a8-4e65-450a-8727-2fa31c656348","url":"https://onlylabs.fyi/signals/544d54a8-4e65-450a-8727-2fa31c656348","source_url":"https://github.com/cloudflare/kumo-astro","title":"cloudflare/kumo-astro","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-08-24T22:17:01+00:00","first_seen_at":"2026-08-29T07:01:45.639384+00:00","date_source":"source"},{"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"}]}