{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/page-ratings","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963","json_url":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963/signal.json","generated_at":"2026-06-11T04:08:20.984152+00:00","org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/digitalocean","dossier_json_url":"https://onlylabs.fyi/labs/digitalocean/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963","signal_json":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963/signal.json","source":"https://github.com/digitalocean/page-ratings","lab_dossier":"https://onlylabs.fyi/labs/digitalocean","lab_dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis":"https://onlylabs.fyi/analysis/digitalocean","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/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":"DigitalOcean (GradientAI) published digitalocean/page-ratings (Python). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/page-ratings","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/digitalocean/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/digitalocean/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 DigitalOcean (GradientAI)'s repo signal \"digitalocean/page-ratings\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/page-ratings","text":"DigitalOcean (GradientAI) published repo digitalocean/page-ratings."},{"subject":"digitalocean/page-ratings","predicate":"is classified as","object":"repo signal","text":"digitalocean/page-ratings is classified as repo signal."},{"subject":"digitalocean/page-ratings","predicate":"belongs to","object":"repos desk","text":"digitalocean/page-ratings belongs to repos desk."},{"subject":"digitalocean/page-ratings","predicate":"has context","object":"Python","text":"digitalocean/page-ratings has context Python."},{"subject":"digitalocean/page-ratings","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/page-ratings has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/page-ratings","predicate":"has captured page count","object":"1","text":"digitalocean/page-ratings has captured page count 1."},{"subject":"digitalocean/page-ratings","predicate":"has readable page count","object":"1","text":"digitalocean/page-ratings has readable page count 1."},{"subject":"digitalocean/page-ratings","predicate":"has related signal count","object":"6","text":"digitalocean/page-ratings has related signal count 6."},{"subject":"digitalocean/page-ratings","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":"digitalocean/page-ratings 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":"digitalocean/page-ratings","predicate":"has source host","object":"github.com","text":"digitalocean/page-ratings has source host github.com."},{"subject":"digitalocean/page-ratings","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/page-ratings has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/page-ratings","predicate":"has signal desk","object":"repos","text":"digitalocean/page-ratings has signal desk repos."},{"subject":"digitalocean/page-ratings","predicate":"has source host","object":"github.com","text":"digitalocean/page-ratings has source host github.com."},{"subject":"digitalocean/page-ratings","predicate":"has repository","object":"digitalocean/page-ratings","text":"digitalocean/page-ratings has repository digitalocean/page-ratings."},{"subject":"digitalocean/page-ratings","predicate":"has language","object":"Python","text":"digitalocean/page-ratings has language Python."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/page-ratings (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/page-ratings · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/page-ratings","text":"DigitalOcean (GradientAI) published repo digitalocean/page-ratings."},{"subject":"digitalocean/page-ratings","predicate":"is classified as","object":"repo signal","text":"digitalocean/page-ratings is classified as repo signal."},{"subject":"digitalocean/page-ratings","predicate":"belongs to","object":"repos desk","text":"digitalocean/page-ratings belongs to repos desk."},{"subject":"digitalocean/page-ratings","predicate":"has context","object":"Python","text":"digitalocean/page-ratings has context Python."},{"subject":"digitalocean/page-ratings","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/page-ratings has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0e379e70-dda9-4c4f-81c8-3598daabc963","url":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963","json_url":"https://onlylabs.fyi/signals/0e379e70-dda9-4c4f-81c8-3598daabc963/signal.json","source_url":"https://github.com/digitalocean/page-ratings","title":"digitalocean/page-ratings","summary":"DigitalOcean (GradientAI) 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":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2022-12-09T22:10:58+00:00","first_seen_at":"2026-06-05T22:32:20.223218+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/digitalocean/page-ratings"]},"facets":{"repo":"digitalocean/page-ratings","language":"Python"},"traction":{"github_stars":0,"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/digitalocean/page-ratings","final_url":"https://github.com/digitalocean/page-ratings","title":"digitalocean/page-ratings repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:20.984152+00:00","bytes":8454,"raw_path":"5e3192a79e93d80f85e4cd296fbe7e1aa769ed84b1426b71942eb2f4ed0d532d.json","content_hash":"ef0ad059564b0ba14d25af59754e93bed21725e4b54756030a5c1eb55e88373c","excerpt_chars":1200,"truncated":false,"excerpt":"digitalocean/page-ratings Description: DigitalOcean Functions application that receives page ratings Language: Python License: MIT Stars: 0 Forks: 0 Open issues: 1 Created: 2022-12-09T22:10:58Z Pushed: 2022-12-13T18:50:12Z Default branch: main Fork: no Archived: no README: Page Ratings app This app, designed to be deployed as a Functions app on DigitalOcean, collects page ratings, given the following environment variables: - `DB_HOST` - `DB_USER` - `DB_DATABASE` - `DB_PASSWORD` - `DB_PORT` Prerequisites 1. [Optional] This is a Python 3.x app; to run locally, you'll want to install the Python runtime and run `pip install mysql-connector-python` 2. Provision a MySQL server; we recommend the DigitalOcean Managed MySQL database product. 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