{"schema_version":"onlylabs.public_signal.v1","title":"Cloudflare (Workers AI) Repo: cloudflare/agents-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/86fb5142-b8b1-457e-ba60-2d1920515663","json_url":"https://onlylabs.fyi/signals/86fb5142-b8b1-457e-ba60-2d1920515663/signal.json","generated_at":"2026-06-11T04:09:07.77022+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/86fb5142-b8b1-457e-ba60-2d1920515663","signal_json":"https://onlylabs.fyi/signals/86fb5142-b8b1-457e-ba60-2d1920515663/signal.json","source":"https://github.com/cloudflare/agents-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/agents-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/agents-starter · language TypeScript · New starter repo with solid traction. 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/agents-starter","source_host":"github.com","occurred_at":"2025-02-21T00:58:55+00:00","first_seen_at":"2026-06-05T22:32:16.468976+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/agents-starter","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"1,269","source":"traction"},{"label":"Notability","value":"New starter repo with solid traction","source":"signal"},{"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/agents-starter"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:07.77022+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/86fb5142-b8b1-457e-ba60-2d1920515663/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/86fb5142-b8b1-457e-ba60-2d1920515663/signal.json","required":true},{"label":"source","url":"https://github.com/cloudflare/agents-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/agents-starter\" for neocloud strategy."},"semantic_triples":[{"subject":"Cloudflare (Workers AI)","predicate":"published repo","object":"cloudflare/agents-starter","text":"Cloudflare (Workers AI) published repo cloudflare/agents-starter."},{"subject":"cloudflare/agents-starter","predicate":"is classified as","object":"repo signal","text":"cloudflare/agents-starter is classified as repo signal."},{"subject":"cloudflare/agents-starter","predicate":"belongs to","object":"repos desk","text":"cloudflare/agents-starter belongs to repos desk."},{"subject":"cloudflare/agents-starter","predicate":"has context","object":"TypeScript","text":"cloudflare/agents-starter has context TypeScript."},{"subject":"cloudflare/agents-starter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/agents-starter has evidence coverage 1 captured evidence page."},{"subject":"cloudflare/agents-starter","predicate":"has captured page count","object":"1","text":"cloudflare/agents-starter has captured page count 1."},{"subject":"cloudflare/agents-starter","predicate":"has readable page count","object":"1","text":"cloudflare/agents-starter has readable page count 1."},{"subject":"cloudflare/agents-starter","predicate":"has related signal count","object":"6","text":"cloudflare/agents-starter has related signal count 6."},{"subject":"cloudflare/agents-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/agents-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/agents-starter","predicate":"has source host","object":"github.com","text":"cloudflare/agents-starter has source host github.com."},{"subject":"cloudflare/agents-starter","predicate":"has lab","object":"Cloudflare (Workers AI)","text":"cloudflare/agents-starter has lab Cloudflare (Workers AI)."},{"subject":"cloudflare/agents-starter","predicate":"has signal desk","object":"repos","text":"cloudflare/agents-starter has signal desk repos."},{"subject":"cloudflare/agents-starter","predicate":"has source host","object":"github.com","text":"cloudflare/agents-starter has source host github.com."},{"subject":"cloudflare/agents-starter","predicate":"has repository","object":"cloudflare/agents-starter","text":"cloudflare/agents-starter has repository cloudflare/agents-starter."},{"subject":"cloudflare/agents-starter","predicate":"has language","object":"TypeScript","text":"cloudflare/agents-starter has language TypeScript."},{"subject":"cloudflare/agents-starter","predicate":"has stars","object":"1,269","text":"cloudflare/agents-starter has stars 1,269."},{"subject":"cloudflare/agents-starter","predicate":"has notability","object":"New starter repo with solid traction","text":"cloudflare/agents-starter has notability New starter repo with solid traction."},{"subject":"cloudflare/agents-starter","predicate":"has watch term","object":"Agents and tool use","text":"cloudflare/agents-starter has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Cloudflare (Workers AI) published cloudflare/agents-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/agents-starter · language TypeScript · New starter repo with solid traction. 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/agents-starter","text":"Cloudflare (Workers AI) published repo cloudflare/agents-starter."},{"subject":"cloudflare/agents-starter","predicate":"is classified as","object":"repo signal","text":"cloudflare/agents-starter is classified as repo signal."},{"subject":"cloudflare/agents-starter","predicate":"belongs to","object":"repos desk","text":"cloudflare/agents-starter belongs to repos desk."},{"subject":"cloudflare/agents-starter","predicate":"has context","object":"TypeScript","text":"cloudflare/agents-starter has context TypeScript."},{"subject":"cloudflare/agents-starter","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cloudflare/agents-starter has evidence coverage 1 captured evidence page."}]},"signal":{"id":"86fb5142-b8b1-457e-ba60-2d1920515663","url":"https://onlylabs.fyi/signals/86fb5142-b8b1-457e-ba60-2d1920515663","json_url":"https://onlylabs.fyi/signals/86fb5142-b8b1-457e-ba60-2d1920515663/signal.json","source_url":"https://github.com/cloudflare/agents-starter","title":"cloudflare/agents-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":"2025-02-21T00:58:55+00:00","first_seen_at":"2026-06-05T22:32:16.468976+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/agents-starter"]},"facets":{"repo":"cloudflare/agents-starter","language":"TypeScript"},"traction":{"github_stars":1269,"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/cloudflare/agents-starter","final_url":"https://github.com/cloudflare/agents-starter","title":"cloudflare/agents-starter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:07.77022+00:00","bytes":15515,"raw_path":"17c821be6e86b6109af2af0808cb4192ff285060088b9bb516e9f37cb9b6315f.json","content_hash":"ff908b26d9f861b3576cd685f9627c1e8754a6c41f8f86dc1dfb16d3f2025687","excerpt_chars":1200,"truncated":true,"excerpt":"cloudflare/agents-starter Description: A starter kit for building ai agents on Cloudflare Language: TypeScript License: MIT Stars: 1269 Forks: 260 Open issues: 16 Created: 2025-02-21T00:58:55Z Pushed: 2026-06-02T11:26:00Z Default branch: main Fork: no Archived: no README: Agent Starter ![npm i agents command](./npm-agents-banner.svg) <a href=\"https://deploy.workers.cloudflare.com/?url=https://github.com/cloudflare/agents-starter\"><img src=\"https://deploy.workers.cloudflare.com/button\" alt=\"Deploy to Cloudflare\"/></a> A starter template for building AI chat agents on Cloudflare, powered by the [Agents SDK](https://developers.cloudflare.com/agents/). Uses Workers AI (no API key required), with tools for weather, timezone detection, calculations with approval, task scheduling, and vision (image input). Quick start ```bash npx create-cloudflare@latest --template cloudflare/agents-starter cd agents-starter npm install npm run dev ``` Open [http://localhost:5173](http://localhost:5173) to see your agent in action. Try these prompts to see the different features: - **\"What's the weather in Paris?\"** — server-side tool (runs automatically) - **\"What timezone am I in?\"** — client-side tool..."},"evidence_pages":[{"url":"https://github.com/cloudflare/agents-starter","final_url":"https://github.com/cloudflare/agents-starter","title":"cloudflare/agents-starter repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:07.77022+00:00","bytes":15515,"raw_path":"17c821be6e86b6109af2af0808cb4192ff285060088b9bb516e9f37cb9b6315f.json","content_hash":"ff908b26d9f861b3576cd685f9627c1e8754a6c41f8f86dc1dfb16d3f2025687","excerpt_chars":1200,"truncated":true,"excerpt":"cloudflare/agents-starter Description: A starter kit for building ai agents on Cloudflare Language: TypeScript License: MIT Stars: 1269 Forks: 260 Open issues: 16 Created: 2025-02-21T00:58:55Z Pushed: 2026-06-02T11:26:00Z Default branch: main Fork: no Archived: no README: Agent Starter ![npm i agents command](./npm-agents-banner.svg) <a href=\"https://deploy.workers.cloudflare.com/?url=https://github.com/cloudflare/agents-starter\"><img src=\"https://deploy.workers.cloudflare.com/button\" alt=\"Deploy to Cloudflare\"/></a> A starter template for building AI chat agents on Cloudflare, powered by the [Agents SDK](https://developers.cloudflare.com/agents/). Uses Workers AI (no API key required), with tools for weather, timezone detection, calculations with approval, task scheduling, and vision (image input). Quick start ```bash npx create-cloudflare@latest --template cloudflare/agents-starter cd agents-starter npm install npm run dev ``` Open [http://localhost:5173](http://localhost:5173) to see your agent in action. Try these prompts to see the different features: - **\"What's the weather in Paris?\"** — server-side tool (runs automatically) - **\"What timezone am I in?\"** — client-side tool..."}],"related_signals":[{"id":"105f925a-a1b1-437a-a2fd-1180c1b1a4fa","url":"https://onlylabs.fyi/signals/105f925a-a1b1-437a-a2fd-1180c1b1a4fa","source_url":"https://github.com/cloudflare/workspace","title":"cloudflare/workspace","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-05T10:38:15+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source"},{"id":"363a798e-ff17-4bb4-ae04-c71168947136","url":"https://onlylabs.fyi/signals/363a798e-ff17-4bb4-ae04-c71168947136","source_url":"https://github.com/cloudflare/vite-react-tester","title":"cloudflare/vite-react-tester","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-06-04T16:57:44+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source"},{"id":"0f638e78-0b2e-4996-895b-d9714fdc565c","url":"https://onlylabs.fyi/signals/0f638e78-0b2e-4996-895b-d9714fdc565c","source_url":"https://github.com/cloudflare/realtimekit-flutter-bridge","title":"cloudflare/realtimekit-flutter-bridge","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-05-19T17:51:32+00:00","first_seen_at":"2026-06-10T07:01:12.958094+00:00","date_source":"source"},{"id":"f24790ff-e5fe-49fe-be07-4d811edcc054","url":"https://onlylabs.fyi/signals/f24790ff-e5fe-49fe-be07-4d811edcc054","source_url":"https://github.com/cloudflare/polystella","title":"cloudflare/polystella","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-05-18T15:03:06+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source"},{"id":"e3f73cc4-0b73-4897-9b58-2ca3d416b948","url":"https://onlylabs.fyi/signals/e3f73cc4-0b73-4897-9b58-2ca3d416b948","source_url":"https://github.com/cloudflare/claude-managed-agents","title":"cloudflare/claude-managed-agents","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-05-14T23:32:51+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source"},{"id":"056f67a5-d076-4762-a2a4-2272c6b015e6","url":"https://onlylabs.fyi/signals/056f67a5-d076-4762-a2a4-2272c6b015e6","source_url":"https://github.com/cloudflare/pfp-tools","title":"cloudflare/pfp-tools","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"cloudflare","name":"Cloudflare (Workers AI)","category":"neocloud"},"occurred_at":"2026-05-14T16:47:37+00:00","first_seen_at":"2026-06-05T22:32:16.468976+00:00","date_source":"source"}]}