{"schema_version":"onlylabs.public_signal.v1","title":"DigitalOcean (GradientAI) Repo: digitalocean/logmatcher","description":"DigitalOcean (GradientAI) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f","json_url":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f/signal.json","generated_at":"2026-06-11T04:08:20.004005+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/b3954a5e-943e-4756-903c-ca2497a8732f","signal_json":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f/signal.json","source":"https://github.com/digitalocean/logmatcher","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/logmatcher (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/logmatcher · language Go. 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/logmatcher","source_host":"github.com","occurred_at":"2023-05-05T04:06:55+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source","context":"Go"},"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/logmatcher","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"1","source":"traction"}],"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/logmatcher"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:20.004005+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f/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/b3954a5e-943e-4756-903c-ca2497a8732f/signal.json","required":true},{"label":"source","url":"https://github.com/digitalocean/logmatcher","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/logmatcher\" for neocloud strategy."},"semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/logmatcher","text":"DigitalOcean (GradientAI) published repo digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher","predicate":"is classified as","object":"repo signal","text":"digitalocean/logmatcher is classified as repo signal."},{"subject":"digitalocean/logmatcher","predicate":"belongs to","object":"repos desk","text":"digitalocean/logmatcher belongs to repos desk."},{"subject":"digitalocean/logmatcher","predicate":"has context","object":"Go","text":"digitalocean/logmatcher has context Go."},{"subject":"digitalocean/logmatcher","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/logmatcher has evidence coverage 1 captured evidence page."},{"subject":"digitalocean/logmatcher","predicate":"has captured page count","object":"1","text":"digitalocean/logmatcher has captured page count 1."},{"subject":"digitalocean/logmatcher","predicate":"has readable page count","object":"1","text":"digitalocean/logmatcher has readable page count 1."},{"subject":"digitalocean/logmatcher","predicate":"has related signal count","object":"6","text":"digitalocean/logmatcher has related signal count 6."},{"subject":"digitalocean/logmatcher","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/logmatcher 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/logmatcher","predicate":"has source host","object":"github.com","text":"digitalocean/logmatcher has source host github.com."},{"subject":"digitalocean/logmatcher","predicate":"has lab","object":"DigitalOcean (GradientAI)","text":"digitalocean/logmatcher has lab DigitalOcean (GradientAI)."},{"subject":"digitalocean/logmatcher","predicate":"has signal desk","object":"repos","text":"digitalocean/logmatcher has signal desk repos."},{"subject":"digitalocean/logmatcher","predicate":"has source host","object":"github.com","text":"digitalocean/logmatcher has source host github.com."},{"subject":"digitalocean/logmatcher","predicate":"has repository","object":"digitalocean/logmatcher","text":"digitalocean/logmatcher has repository digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher","predicate":"has language","object":"Go","text":"digitalocean/logmatcher has language Go."},{"subject":"digitalocean/logmatcher","predicate":"has stars","object":"1","text":"digitalocean/logmatcher has stars 1."}]},"intelligence":{"signal_desk":"repos","answer":"DigitalOcean (GradientAI) published digitalocean/logmatcher (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo digitalocean/logmatcher · language Go. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DigitalOcean (GradientAI)","predicate":"published repo","object":"digitalocean/logmatcher","text":"DigitalOcean (GradientAI) published repo digitalocean/logmatcher."},{"subject":"digitalocean/logmatcher","predicate":"is classified as","object":"repo signal","text":"digitalocean/logmatcher is classified as repo signal."},{"subject":"digitalocean/logmatcher","predicate":"belongs to","object":"repos desk","text":"digitalocean/logmatcher belongs to repos desk."},{"subject":"digitalocean/logmatcher","predicate":"has context","object":"Go","text":"digitalocean/logmatcher has context Go."},{"subject":"digitalocean/logmatcher","predicate":"has evidence coverage","object":"1 captured evidence page","text":"digitalocean/logmatcher has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b3954a5e-943e-4756-903c-ca2497a8732f","url":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f","json_url":"https://onlylabs.fyi/signals/b3954a5e-943e-4756-903c-ca2497a8732f/signal.json","source_url":"https://github.com/digitalocean/logmatcher","title":"digitalocean/logmatcher","summary":"DigitalOcean (GradientAI) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2023-05-05T04:06:55+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/logmatcher"]},"facets":{"repo":"digitalocean/logmatcher","language":"Go"},"traction":{"github_stars":1,"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/logmatcher","final_url":"https://github.com/digitalocean/logmatcher","title":"digitalocean/logmatcher repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:20.004005+00:00","bytes":16850,"raw_path":"be6d46a812c95b60b3774bcb29be9b9a2be2099a2c7dd25c2b11414224fe6a07.json","content_hash":"2d3d00ee38997ee7a7928041f8319762cc1087b1cc2b92625d00094af6cd8f0e","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/logmatcher Description: used for matching and filtering syslog/captainslog messages Language: Go License: NOASSERTION Stars: 1 Forks: 0 Open issues: 0 Created: 2023-05-05T04:06:55Z Pushed: 2023-07-19T18:23:45Z Default branch: main Fork: no Archived: no README: Matcher Documentation The `matcher` package contains the core expression language for matching `captainslog.SyslogMsg` data in an intuitive and expressive way. The [Matcher](matcher.go#L9) interface most importantly provides the method `Matches(captainslog.SyslogMsg) bool`. There are several implementations of the interface in this package. Those include the following: * [Hostname](#hostname-matcher) * [Value](#value-matcher) * [Facility](#facility-matcher) * [Severity](#severity-matcher) * [Timestamp](#timestamp-matcher) * [KV](#key-value-matcher) * [UnaryOp](#unary-operator) * [NAryOp](#n-ary-operator) From these primitive matchers, essentially any complex expression can be defined. Matchers are used in three forms, and as such, the configuration for each form will be described in their respective sections. Technically there are four commonly used forms, but the fourth (JSON) is simply a special case of..."},"evidence_pages":[{"url":"https://github.com/digitalocean/logmatcher","final_url":"https://github.com/digitalocean/logmatcher","title":"digitalocean/logmatcher repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:20.004005+00:00","bytes":16850,"raw_path":"be6d46a812c95b60b3774bcb29be9b9a2be2099a2c7dd25c2b11414224fe6a07.json","content_hash":"2d3d00ee38997ee7a7928041f8319762cc1087b1cc2b92625d00094af6cd8f0e","excerpt_chars":1200,"truncated":true,"excerpt":"digitalocean/logmatcher Description: used for matching and filtering syslog/captainslog messages Language: Go License: NOASSERTION Stars: 1 Forks: 0 Open issues: 0 Created: 2023-05-05T04:06:55Z Pushed: 2023-07-19T18:23:45Z Default branch: main Fork: no Archived: no README: Matcher Documentation The `matcher` package contains the core expression language for matching `captainslog.SyslogMsg` data in an intuitive and expressive way. The [Matcher](matcher.go#L9) interface most importantly provides the method `Matches(captainslog.SyslogMsg) bool`. There are several implementations of the interface in this package. Those include the following: * [Hostname](#hostname-matcher) * [Value](#value-matcher) * [Facility](#facility-matcher) * [Severity](#severity-matcher) * [Timestamp](#timestamp-matcher) * [KV](#key-value-matcher) * [UnaryOp](#unary-operator) * [NAryOp](#n-ary-operator) From these primitive matchers, essentially any complex expression can be defined. Matchers are used in three forms, and as such, the configuration for each form will be described in their respective sections. Technically there are four commonly used forms, but the fourth (JSON) is simply a special case of..."}],"related_signals":[{"id":"7cf603e5-7aaa-443e-8792-566af123b670","url":"https://onlylabs.fyi/signals/7cf603e5-7aaa-443e-8792-566af123b670","source_url":"https://github.com/digitalocean/New-App-Management-UXNext","title":"digitalocean/New-App-Management-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-15T14:45:12+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"98a9cadb-d9fd-4be9-84e5-bcd301db368d","url":"https://onlylabs.fyi/signals/98a9cadb-d9fd-4be9-84e5-bcd301db368d","source_url":"https://github.com/digitalocean/AI-Assistant-Entry-Point-UXNext","title":"digitalocean/AI-Assistant-Entry-Point-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-14T22:54:33+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"67ed6cab-63e2-4154-8525-ce7b6eb69b8a","url":"https://onlylabs.fyi/signals/67ed6cab-63e2-4154-8525-ce7b6eb69b8a","source_url":"https://github.com/digitalocean/AI-Assistant-Intent-Platform-UXNext","title":"digitalocean/AI-Assistant-Intent-Platform-UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-12T15:23:07+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"ec768c0c-e594-419a-97a8-c39531ee204a","url":"https://onlylabs.fyi/signals/ec768c0c-e594-419a-97a8-c39531ee204a","source_url":"https://github.com/digitalocean/Onboarding_Q2_2026_Proposal_UXNext","title":"digitalocean/Onboarding_Q2_2026_Proposal_UXNext","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-04-12T14:43:57+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"2fa362ee-ee05-4f79-bf80-98b589661076","url":"https://onlylabs.fyi/signals/2fa362ee-ee05-4f79-bf80-98b589661076","source_url":"https://github.com/digitalocean/ShellPort","title":"digitalocean/ShellPort","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-26T19:30:33+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"},{"id":"eae0d662-1749-4d8f-ac54-eece907fe398","url":"https://onlylabs.fyi/signals/eae0d662-1749-4d8f-ac54-eece907fe398","source_url":"https://github.com/digitalocean/do-obsd","title":"digitalocean/do-obsd","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"digitalocean","name":"DigitalOcean (GradientAI)","category":"neocloud"},"occurred_at":"2026-03-26T01:37:24+00:00","first_seen_at":"2026-06-05T22:32:20.223218+00:00","date_source":"source"}]}