{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/template-discord-bot-worker","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62","json_url":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62/signal.json","generated_at":"2026-06-11T04:08:16.048945+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/1de4b68e-9e15-444f-a535-14bdbbc49e62","signal_json":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62/signal.json","source":"https://github.com/digitalocean/template-discord-bot-worker","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/template-discord-bot-worker (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/template-discord-bot-worker · language Python · Low-stars template repo from company. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/digitalocean/template-discord-bot-worker","source_host":"github.com","occurred_at":"2025-05-07T14:03:18+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"DigitalOcean (GradientAI)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"digitalocean/template-discord-bot-worker","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Low-stars template repo from company","source":"signal"},{"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/digitalocean/template-discord-bot-worker"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:16.048945+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62/signal.json","dossier_json":"https://onlylabs.fyi/labs/digitalocean/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/digitalocean/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/digitalocean/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/1de4b68e-9e15-444f-a535-14bdbbc49e62/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/template-discord-bot-worker","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/template-discord-bot-worker\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/template-discord-bot-worker","text":"DigitalOcean (GradientAI) published repo digitalocean/template-discord-bot-worker."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"is classified as","object":"repo signal","text":"digitalocean/template-discord-bot-worker is classified as repo signal."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"belongs to","object":"repos desk","text":"digitalocean/template-discord-bot-worker belongs to repos desk."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has context","object":"Python","text":"digitalocean/template-discord-bot-worker has context Python."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/template-discord-bot-worker has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has captured page count","object":"1","text":"digitalocean/template-discord-bot-worker has captured page count 1."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has readable page count","object":"1","text":"digitalocean/template-discord-bot-worker has readable page count 1."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has related signal count","object":"6","text":"digitalocean/template-discord-bot-worker has related signal count 6."},{"subject":"digitalocean/template-discord-bot-worker","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/template-discord-bot-worker 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/template-discord-bot-worker","predicate":"has source host","object":"github.com","text":"digitalocean/template-discord-bot-worker has source host github.com."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/template-discord-bot-worker has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has signal desk","object":"repos","text":"digitalocean/template-discord-bot-worker has signal desk repos."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has source host","object":"github.com","text":"digitalocean/template-discord-bot-worker has source host github.com."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has repository","object":"digitalocean/template-discord-bot-worker","text":"digitalocean/template-discord-bot-worker has repository digitalocean/template-discord-bot-worker."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has language","object":"Python","text":"digitalocean/template-discord-bot-worker has language Python."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has stars","object":"5","text":"digitalocean/template-discord-bot-worker has stars 5."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has notability","object":"Low-stars template repo from company","text":"digitalocean/template-discord-bot-worker has notability Low-stars template repo from company."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has watch term","object":"Infrastructure","text":"digitalocean/template-discord-bot-worker has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/template-discord-bot-worker (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/template-discord-bot-worker · language Python · Low-stars template repo from company. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/template-discord-bot-worker","text":"DigitalOcean (GradientAI) published repo digitalocean/template-discord-bot-worker."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"is classified as","object":"repo signal","text":"digitalocean/template-discord-bot-worker is classified as repo signal."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"belongs to","object":"repos desk","text":"digitalocean/template-discord-bot-worker belongs to repos desk."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has context","object":"Python","text":"digitalocean/template-discord-bot-worker has context Python."},{"subject":"digitalocean/template-discord-bot-worker","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/template-discord-bot-worker has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1de4b68e-9e15-444f-a535-14bdbbc49e62","url":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62","json_url":"https://onlylabs.fyi/signals/1de4b68e-9e15-444f-a535-14bdbbc49e62/signal.json","source_url":"https://github.com/digitalocean/template-discord-bot-worker","title":"digitalocean/template-discord-bot-worker","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":"2025-05-07T14:03:18+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/template-discord-bot-worker"]},"facets":{"repo":"digitalocean/template-discord-bot-worker","language":"Python"},"traction":{"github_stars":5,"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/template-discord-bot-worker","final_url":"https://github.com/digitalocean/template-discord-bot-worker","title":"digitalocean/template-discord-bot-worker repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:16.048945+00:00","bytes":11017,"raw_path":"7c19a573b3afba2344876fbc8a1ffcdd69187af04d21057d223b7ed8dbead87c.json","content_hash":"6704d78c6cfbfb1389b50f8e97bb71f134f4b43cacc02a5d61d99356e4a74674","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/template-discord-bot-worker Description: ⛵ App Platform template for a background worker process suitable for running a Discord bot. 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[![Deploy to..."},"evidence_pages":[{"url":"https://github.com/digitalocean/template-discord-bot-worker","final_url":"https://github.com/digitalocean/template-discord-bot-worker","title":"digitalocean/template-discord-bot-worker repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:16.048945+00:00","bytes":11017,"raw_path":"7c19a573b3afba2344876fbc8a1ffcdd69187af04d21057d223b7ed8dbead87c.json","content_hash":"6704d78c6cfbfb1389b50f8e97bb71f134f4b43cacc02a5d61d99356e4a74674","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/template-discord-bot-worker Description: ⛵ App Platform template for a background worker process suitable for running a Discord bot. Language: Python License: Apache-2.0 Stars: 5 Forks: 1 Open issues: 1 Created: 2025-05-07T14:03:18Z Pushed: 2025-06-16T15:40:52Z Default branch: main Fork: no Archived: no README: Digitalocean Template Repos This repository contains a template for a background worker process suitable for running a Discord bot. <img src=\"media/Demo.gif\" width=\"600\"/> **Note**: Following these steps may result in charges for the use of DigitalOcean services. Requirements * You need a DigitalOcean account. If you do not already have one, first [sign up](https://cloud.digitalocean.com/registrations/new). * You need to have created and configured a discord bot on the [Discord Developer Portal](https://discord.com/developers/applications). Deploying the App Click this button to deploy the app to the DigitalOcean App Platform. If you are not logged in, you will be prompted to log in with your DigitalOcean account. 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