{"schema_version":"onlylabs.public_signal.v1","title":"Public AI Repo: forpublicai/ADHDAI","description":"Public AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a","json_url":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a/signal.json","generated_at":"2026-06-11T02:53:20.413808+00:00","org":{"slug":"public-ai","name":"Public AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/public-ai","dossier_json_url":"https://onlylabs.fyi/labs/public-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a","signal_json":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a/signal.json","source":"https://github.com/forpublicai/ADHDAI","lab_dossier":"https://onlylabs.fyi/labs/public-ai","lab_dossier_json":"https://onlylabs.fyi/labs/public-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/public-ai","analysis_json":"https://onlylabs.fyi/analysis/public-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/public-ai/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":"Public AI published forpublicai/ADHDAI (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo forpublicai/ADHDAI · language TypeScript · Only 2 stars, routine 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/forpublicai/ADHDAI","source_host":"github.com","occurred_at":"2026-01-22T21:35:35+00:00","first_seen_at":"2026-06-05T22:32:17.813345+00:00","date_source":"source","context":"TypeScript"},"context_markers":[{"label":"Lab","value":"Public AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"forpublicai/ADHDAI","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"2","source":"traction"},{"label":"Notability","value":"Only 2 stars, routine repo","source":"signal"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/forpublicai/ADHDAI"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:20.413808+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a/signal.json","dossier_json":"https://onlylabs.fyi/labs/public-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/public-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/public-ai/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/1c00ac44-bfc6-4f50-82c5-e483046aef9a/signal.json","required":true},{"label":"source","url":"https://github.com/forpublicai/ADHDAI","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/public-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/public-ai/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 Public AI's repo signal \"forpublicai/ADHDAI\" for neocloud strategy."},"semantic_triples":[{"subject":"Public AI","predicate":"published repo","object":"forpublicai/ADHDAI","text":"Public AI published repo forpublicai/ADHDAI."},{"subject":"forpublicai/ADHDAI","predicate":"is classified as","object":"repo signal","text":"forpublicai/ADHDAI is classified as repo signal."},{"subject":"forpublicai/ADHDAI","predicate":"belongs to","object":"repos desk","text":"forpublicai/ADHDAI belongs to repos desk."},{"subject":"forpublicai/ADHDAI","predicate":"has context","object":"TypeScript","text":"forpublicai/ADHDAI has context TypeScript."},{"subject":"forpublicai/ADHDAI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/ADHDAI has evidence coverage 1 captured evidence page."},{"subject":"forpublicai/ADHDAI","predicate":"has captured page count","object":"1","text":"forpublicai/ADHDAI has captured page count 1."},{"subject":"forpublicai/ADHDAI","predicate":"has readable page count","object":"1","text":"forpublicai/ADHDAI has readable page count 1."},{"subject":"forpublicai/ADHDAI","predicate":"has related signal count","object":"6","text":"forpublicai/ADHDAI has related signal count 6."},{"subject":"forpublicai/ADHDAI","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":"forpublicai/ADHDAI 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":"forpublicai/ADHDAI","predicate":"has source host","object":"github.com","text":"forpublicai/ADHDAI has source host github.com."},{"subject":"forpublicai/ADHDAI","predicate":"has lab","object":"Public AI","text":"forpublicai/ADHDAI has lab Public AI."},{"subject":"forpublicai/ADHDAI","predicate":"has signal desk","object":"repos","text":"forpublicai/ADHDAI has signal desk repos."},{"subject":"forpublicai/ADHDAI","predicate":"has source host","object":"github.com","text":"forpublicai/ADHDAI has source host github.com."},{"subject":"forpublicai/ADHDAI","predicate":"has repository","object":"forpublicai/ADHDAI","text":"forpublicai/ADHDAI has repository forpublicai/ADHDAI."},{"subject":"forpublicai/ADHDAI","predicate":"has language","object":"TypeScript","text":"forpublicai/ADHDAI has language TypeScript."},{"subject":"forpublicai/ADHDAI","predicate":"has stars","object":"2","text":"forpublicai/ADHDAI has stars 2."},{"subject":"forpublicai/ADHDAI","predicate":"has notability","object":"Only 2 stars, routine repo","text":"forpublicai/ADHDAI has notability Only 2 stars, routine repo."},{"subject":"forpublicai/ADHDAI","predicate":"has watch term","object":"Infrastructure","text":"forpublicai/ADHDAI has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Public AI published forpublicai/ADHDAI (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo forpublicai/ADHDAI · language TypeScript · Only 2 stars, routine repo. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Public AI","predicate":"published repo","object":"forpublicai/ADHDAI","text":"Public AI published repo forpublicai/ADHDAI."},{"subject":"forpublicai/ADHDAI","predicate":"is classified as","object":"repo signal","text":"forpublicai/ADHDAI is classified as repo signal."},{"subject":"forpublicai/ADHDAI","predicate":"belongs to","object":"repos desk","text":"forpublicai/ADHDAI belongs to repos desk."},{"subject":"forpublicai/ADHDAI","predicate":"has context","object":"TypeScript","text":"forpublicai/ADHDAI has context TypeScript."},{"subject":"forpublicai/ADHDAI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/ADHDAI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1c00ac44-bfc6-4f50-82c5-e483046aef9a","url":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a","json_url":"https://onlylabs.fyi/signals/1c00ac44-bfc6-4f50-82c5-e483046aef9a/signal.json","source_url":"https://github.com/forpublicai/ADHDAI","title":"forpublicai/ADHDAI","summary":"Public 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":"public-ai","name":"Public AI","category":"neocloud"},"occurred_at":"2026-01-22T21:35:35+00:00","first_seen_at":"2026-06-05T22:32:17.813345+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/forpublicai/ADHDAI"]},"facets":{"repo":"forpublicai/ADHDAI","language":"TypeScript"},"traction":{"github_stars":2,"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/forpublicai/ADHDAI","final_url":"https://github.com/forpublicai/ADHDAI","title":"forpublicai/ADHDAI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:20.413808+00:00","bytes":10738,"raw_path":"02d833ebd0bd7ec89825a9b4480ac2156addc48bbe18545d10daae0b5668841b.json","content_hash":"42691bd546c070c08252f5efcf60691e729ed821b0cef3c77f16c6bc9e31c0be","excerpt_chars":1200,"truncated":true,"excerpt":"forpublicai/ADHDAI Language: TypeScript Stars: 2 Forks: 0 Open issues: 6 Created: 2026-01-22T21:35:35Z Pushed: 2026-02-12T15:02:58Z Default branch: main Fork: no Archived: no README: ADHDAI (first pass) An AI ad agency that generates the worst ads in the world. Inspirations: Coca Cola, [Agen+cy](https://www.linkedin.com/pulse/meet-agency-r-m-z0sce/) Brought to you by the geniuses behind [Hot Talk](https://www.hottalkllc.com), [Dumpster Casino](https://dumpster.casino/), and [Autonomous Art](https://autonomousart.org). What is ADHDAI ADHDAI is a parody ad agency built to explore what happens when generative AI optimizes for everything *except* persuasion, brand safety, clarity, or taste. It produces ads that are awkward, misaligned, overstimulating, under-explained, overconfident, and structurally wrong. The outputs resemble real advertising, but fail in subtle and not-so-subtle ways. This is not a bug. It is the product. What ADHDAI Does ADHDAI generates: - Ads that misunderstand the product - Ads that over-index on irrelevant features - Ads with broken metaphors and tonal whiplash - Ads that feel algorithmically optimized for attention, but not comprehension - Ads that appear to..."},"evidence_pages":[{"url":"https://github.com/forpublicai/ADHDAI","final_url":"https://github.com/forpublicai/ADHDAI","title":"forpublicai/ADHDAI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:20.413808+00:00","bytes":10738,"raw_path":"02d833ebd0bd7ec89825a9b4480ac2156addc48bbe18545d10daae0b5668841b.json","content_hash":"42691bd546c070c08252f5efcf60691e729ed821b0cef3c77f16c6bc9e31c0be","excerpt_chars":1200,"truncated":true,"excerpt":"forpublicai/ADHDAI Language: TypeScript Stars: 2 Forks: 0 Open issues: 6 Created: 2026-01-22T21:35:35Z Pushed: 2026-02-12T15:02:58Z Default branch: main Fork: no Archived: no README: ADHDAI (first pass) An AI ad agency that generates the worst ads in the world. Inspirations: Coca Cola, [Agen+cy](https://www.linkedin.com/pulse/meet-agency-r-m-z0sce/) Brought to you by the geniuses behind [Hot Talk](https://www.hottalkllc.com), [Dumpster Casino](https://dumpster.casino/), and [Autonomous Art](https://autonomousart.org). What is ADHDAI ADHDAI is a parody ad agency built to explore what happens when generative AI optimizes for everything *except* persuasion, brand safety, clarity, or taste. It produces ads that are awkward, misaligned, overstimulating, under-explained, overconfident, and structurally wrong. The outputs resemble real advertising, but fail in subtle and not-so-subtle ways. This is not a bug. It is the product. 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