{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Repo: scaleway/pennylane-scaleway","description":"Scaleway repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5","json_url":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5/signal.json","generated_at":"2026-06-11T04:08:25.193359+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5","signal_json":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5/signal.json","source":"https://github.com/scaleway/pennylane-scaleway","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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":"Scaleway published scaleway/pennylane-scaleway (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo scaleway/pennylane-scaleway · language Python · Very low traction, trivial repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/scaleway/pennylane-scaleway","source_host":"github.com","occurred_at":"2025-10-27T12:51:22+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Scaleway","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"scaleway/pennylane-scaleway","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"3","source":"traction"},{"label":"Notability","value":"Very low traction, trivial repo","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/scaleway/pennylane-scaleway"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:25.193359+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5/signal.json","dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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/eee40c15-69d1-4421-863e-709eaafee3d5/signal.json","required":true},{"label":"source","url":"https://github.com/scaleway/pennylane-scaleway","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/scaleway/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/scaleway/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 Scaleway's repo signal \"scaleway/pennylane-scaleway\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"published repo","object":"scaleway/pennylane-scaleway","text":"Scaleway published repo scaleway/pennylane-scaleway."},{"subject":"scaleway/pennylane-scaleway","predicate":"is classified as","object":"repo signal","text":"scaleway/pennylane-scaleway is classified as repo signal."},{"subject":"scaleway/pennylane-scaleway","predicate":"belongs to","object":"repos desk","text":"scaleway/pennylane-scaleway belongs to repos desk."},{"subject":"scaleway/pennylane-scaleway","predicate":"has context","object":"Python","text":"scaleway/pennylane-scaleway has context Python."},{"subject":"scaleway/pennylane-scaleway","predicate":"has evidence coverage","object":"1 captured evidence page","text":"scaleway/pennylane-scaleway has evidence coverage 1 captured evidence page."},{"subject":"scaleway/pennylane-scaleway","predicate":"has captured page count","object":"1","text":"scaleway/pennylane-scaleway has captured page count 1."},{"subject":"scaleway/pennylane-scaleway","predicate":"has readable page count","object":"1","text":"scaleway/pennylane-scaleway has readable page count 1."},{"subject":"scaleway/pennylane-scaleway","predicate":"has related signal count","object":"6","text":"scaleway/pennylane-scaleway has related signal count 6."},{"subject":"scaleway/pennylane-scaleway","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":"scaleway/pennylane-scaleway 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":"scaleway/pennylane-scaleway","predicate":"has source host","object":"github.com","text":"scaleway/pennylane-scaleway has source host github.com."},{"subject":"scaleway/pennylane-scaleway","predicate":"has lab","object":"Scaleway","text":"scaleway/pennylane-scaleway has lab Scaleway."},{"subject":"scaleway/pennylane-scaleway","predicate":"has signal desk","object":"repos","text":"scaleway/pennylane-scaleway has signal desk repos."},{"subject":"scaleway/pennylane-scaleway","predicate":"has source host","object":"github.com","text":"scaleway/pennylane-scaleway has source host github.com."},{"subject":"scaleway/pennylane-scaleway","predicate":"has repository","object":"scaleway/pennylane-scaleway","text":"scaleway/pennylane-scaleway has repository scaleway/pennylane-scaleway."},{"subject":"scaleway/pennylane-scaleway","predicate":"has language","object":"Python","text":"scaleway/pennylane-scaleway has language Python."},{"subject":"scaleway/pennylane-scaleway","predicate":"has stars","object":"3","text":"scaleway/pennylane-scaleway has stars 3."},{"subject":"scaleway/pennylane-scaleway","predicate":"has notability","object":"Very low traction, trivial repo","text":"scaleway/pennylane-scaleway has notability Very low traction, trivial repo."},{"subject":"scaleway/pennylane-scaleway","predicate":"has watch term","object":"RL environments","text":"scaleway/pennylane-scaleway has watch term RL environments."}]},"intelligence":{"signal_desk":"repos","answer":"Scaleway published scaleway/pennylane-scaleway (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo scaleway/pennylane-scaleway · language Python · Very low traction, trivial repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Scaleway","predicate":"published repo","object":"scaleway/pennylane-scaleway","text":"Scaleway published repo scaleway/pennylane-scaleway."},{"subject":"scaleway/pennylane-scaleway","predicate":"is classified as","object":"repo signal","text":"scaleway/pennylane-scaleway is classified as repo signal."},{"subject":"scaleway/pennylane-scaleway","predicate":"belongs to","object":"repos desk","text":"scaleway/pennylane-scaleway belongs to repos desk."},{"subject":"scaleway/pennylane-scaleway","predicate":"has context","object":"Python","text":"scaleway/pennylane-scaleway has context Python."},{"subject":"scaleway/pennylane-scaleway","predicate":"has evidence coverage","object":"1 captured evidence page","text":"scaleway/pennylane-scaleway has evidence coverage 1 captured evidence page."}]},"signal":{"id":"eee40c15-69d1-4421-863e-709eaafee3d5","url":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5","json_url":"https://onlylabs.fyi/signals/eee40c15-69d1-4421-863e-709eaafee3d5/signal.json","source_url":"https://github.com/scaleway/pennylane-scaleway","title":"scaleway/pennylane-scaleway","summary":"Scaleway 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":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2025-10-27T12:51:22+00:00","first_seen_at":"2026-06-05T22:32:19.068437+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/scaleway/pennylane-scaleway"]},"facets":{"repo":"scaleway/pennylane-scaleway","language":"Python"},"traction":{"github_stars":3,"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/scaleway/pennylane-scaleway","final_url":"https://github.com/scaleway/pennylane-scaleway","title":"scaleway/pennylane-scaleway repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:25.193359+00:00","bytes":13712,"raw_path":"1edbf79d43b47611198f77affdd8e4b859663292d4c071cfa07ac5b9f6560120.json","content_hash":"cabe278a96ea285335f17b6e357f2b0abe1409bb5ffb90461c7403f30806586a","excerpt_chars":1200,"truncated":true,"excerpt":"scaleway/pennylane-scaleway Description: Scaleway provider implementation for Pennylane SDK (Quantum Machine Learning) Language: Python License: Apache-2.0 Stars: 3 Forks: 0 Open issues: 1 Created: 2025-10-27T12:51:22Z Pushed: 2026-06-10T16:38:54Z Default branch: main Fork: no Archived: no README: <table align=\"center\" bgcolor=\"black\"> <tr> <td bgcolor=\"black\" align=\"center\" width=\"300\"><img src=\"assets/pennylane-logo.png\" width=\"300\" alt=\"Pennylane Logo\"></td> <td valign=\"middle\" style=\"font-size: 24px; font-weight: bold; padding: 0 20px;\">×</td> <td bgcolor=\"black\" align=\"center\" width=\"300\"><img src=\"assets/scaleway-logo.png\" width=\"200\" alt=\"Scaleway Logo\"></td> </tr> </table> Pennylane devices running on Scaleway's Quantum-as-a-Service **[Pennylane](https://pennylane.ai/)** is an open-source framework for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations. **Pennylane-Scaleway** is a Python package to run pennylane's QML circuits on **[Scaleway](https://www.scaleway.com/)** infrastructure, providing access to: - [Aer](https://github.com/Qiskit/qiskit-aer) state vector and tensor network multi-GPU emulators -..."},"evidence_pages":[{"url":"https://github.com/scaleway/pennylane-scaleway","final_url":"https://github.com/scaleway/pennylane-scaleway","title":"scaleway/pennylane-scaleway repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:25.193359+00:00","bytes":13712,"raw_path":"1edbf79d43b47611198f77affdd8e4b859663292d4c071cfa07ac5b9f6560120.json","content_hash":"cabe278a96ea285335f17b6e357f2b0abe1409bb5ffb90461c7403f30806586a","excerpt_chars":1200,"truncated":true,"excerpt":"scaleway/pennylane-scaleway Description: Scaleway provider implementation for Pennylane SDK (Quantum Machine Learning) Language: Python License: Apache-2.0 Stars: 3 Forks: 0 Open issues: 1 Created: 2025-10-27T12:51:22Z Pushed: 2026-06-10T16:38:54Z Default branch: main Fork: no Archived: no README: <table align=\"center\" bgcolor=\"black\"> <tr> <td bgcolor=\"black\" align=\"center\" width=\"300\"><img src=\"assets/pennylane-logo.png\" width=\"300\" alt=\"Pennylane Logo\"></td> <td valign=\"middle\" style=\"font-size: 24px; font-weight: bold; padding: 0 20px;\">×</td> <td bgcolor=\"black\" align=\"center\" width=\"300\"><img src=\"assets/scaleway-logo.png\" width=\"200\" alt=\"Scaleway Logo\"></td> </tr> </table> Pennylane devices running on Scaleway's Quantum-as-a-Service **[Pennylane](https://pennylane.ai/)** is an open-source framework for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations. **Pennylane-Scaleway** is a Python package to run pennylane's QML circuits on **[Scaleway](https://www.scaleway.com/)** infrastructure, providing access to: - [Aer](https://github.com/Qiskit/qiskit-aer) state vector and tensor network multi-GPU emulators -..."}],"related_signals":[{"id":"af93b90f-bc3b-43ad-8eb2-3d1ec8734f4c","url":"https://onlylabs.fyi/signals/af93b90f-bc3b-43ad-8eb2-3d1ec8734f4c","source_url":"https://github.com/scaleway/scaleway-skills","title":"scaleway/scaleway-skills","context":"Makefile","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-05-13T13:23:52+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"38ab4441-b385-45c4-b084-bf3f7a16ca54","url":"https://onlylabs.fyi/signals/38ab4441-b385-45c4-b084-bf3f7a16ca54","source_url":"https://github.com/scaleway/k8s-monitoring","title":"scaleway/k8s-monitoring","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-03-20T13:58:58+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"ed197f07-bfd0-4b7b-85ad-e1a1c90cd2bc","url":"https://onlylabs.fyi/signals/ed197f07-bfd0-4b7b-85ad-e1a1c90cd2bc","source_url":"https://github.com/scaleway/site-to-site-vpn-aws-scw","title":"scaleway/site-to-site-vpn-aws-scw","context":"HCL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-02-23T15:31:12+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"e9517998-8487-4fde-8132-c396c3378cb2","url":"https://onlylabs.fyi/signals/e9517998-8487-4fde-8132-c396c3378cb2","source_url":"https://github.com/scaleway/homebrew-tap","title":"scaleway/homebrew-tap","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-01-17T07:53:41+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"380b64f1-6b9a-4fb3-a779-6881924ae059","url":"https://onlylabs.fyi/signals/380b64f1-6b9a-4fb3-a779-6881924ae059","source_url":"https://github.com/scaleway/yardstiq-scaleway","title":"scaleway/yardstiq-scaleway","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2025-10-23T13:22:58+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"},{"id":"82057cfe-de75-4e79-b070-916857fe02e2","url":"https://onlylabs.fyi/signals/82057cfe-de75-4e79-b070-916857fe02e2","source_url":"https://github.com/scaleway/pulser-scaleway","title":"scaleway/pulser-scaleway","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2025-08-05T13:15:07+00:00","first_seen_at":"2026-06-05T22:32:19.068437+00:00","date_source":"source"}]}