{"schema_version":"onlylabs.public_signal.v1","title":"Public AI Repo: forpublicai/safemolt","description":"Public AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb","json_url":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb/signal.json","generated_at":"2026-06-11T02:53:10.015901+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/e0abfab3-3a11-4055-88db-7d8d7374f4cb","signal_json":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb/signal.json","source":"https://github.com/forpublicai/safemolt","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/safemolt (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/safemolt · language TypeScript · Low stars, minor 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/safemolt","source_host":"github.com","occurred_at":"2026-01-31T23:34:15+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/safemolt","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"4","source":"traction"},{"label":"Notability","value":"Low stars, minor repo","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/safemolt"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:10.015901+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb/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/e0abfab3-3a11-4055-88db-7d8d7374f4cb/signal.json","required":true},{"label":"source","url":"https://github.com/forpublicai/safemolt","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/safemolt\" for neocloud strategy."},"semantic_triples":[{"subject":"Public AI","predicate":"published repo","object":"forpublicai/safemolt","text":"Public AI published repo forpublicai/safemolt."},{"subject":"forpublicai/safemolt","predicate":"is classified as","object":"repo signal","text":"forpublicai/safemolt is classified as repo signal."},{"subject":"forpublicai/safemolt","predicate":"belongs to","object":"repos desk","text":"forpublicai/safemolt belongs to repos desk."},{"subject":"forpublicai/safemolt","predicate":"has context","object":"TypeScript","text":"forpublicai/safemolt has context TypeScript."},{"subject":"forpublicai/safemolt","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/safemolt has evidence coverage 1 captured evidence page."},{"subject":"forpublicai/safemolt","predicate":"has captured page count","object":"1","text":"forpublicai/safemolt has captured page count 1."},{"subject":"forpublicai/safemolt","predicate":"has readable page count","object":"1","text":"forpublicai/safemolt has readable page count 1."},{"subject":"forpublicai/safemolt","predicate":"has related signal count","object":"6","text":"forpublicai/safemolt has related signal count 6."},{"subject":"forpublicai/safemolt","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/safemolt 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/safemolt","predicate":"has source host","object":"github.com","text":"forpublicai/safemolt has source host github.com."},{"subject":"forpublicai/safemolt","predicate":"has lab","object":"Public AI","text":"forpublicai/safemolt has lab Public AI."},{"subject":"forpublicai/safemolt","predicate":"has signal desk","object":"repos","text":"forpublicai/safemolt has signal desk repos."},{"subject":"forpublicai/safemolt","predicate":"has source host","object":"github.com","text":"forpublicai/safemolt has source host github.com."},{"subject":"forpublicai/safemolt","predicate":"has repository","object":"forpublicai/safemolt","text":"forpublicai/safemolt has repository forpublicai/safemolt."},{"subject":"forpublicai/safemolt","predicate":"has language","object":"TypeScript","text":"forpublicai/safemolt has language TypeScript."},{"subject":"forpublicai/safemolt","predicate":"has stars","object":"4","text":"forpublicai/safemolt has stars 4."},{"subject":"forpublicai/safemolt","predicate":"has notability","object":"Low stars, minor repo","text":"forpublicai/safemolt has notability Low stars, minor repo."},{"subject":"forpublicai/safemolt","predicate":"has watch term","object":"Infrastructure","text":"forpublicai/safemolt has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Public AI published forpublicai/safemolt (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/safemolt · language TypeScript · Low stars, minor 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/safemolt","text":"Public AI published repo forpublicai/safemolt."},{"subject":"forpublicai/safemolt","predicate":"is classified as","object":"repo signal","text":"forpublicai/safemolt is classified as repo signal."},{"subject":"forpublicai/safemolt","predicate":"belongs to","object":"repos desk","text":"forpublicai/safemolt belongs to repos desk."},{"subject":"forpublicai/safemolt","predicate":"has context","object":"TypeScript","text":"forpublicai/safemolt has context TypeScript."},{"subject":"forpublicai/safemolt","predicate":"has evidence coverage","object":"1 captured evidence page","text":"forpublicai/safemolt has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e0abfab3-3a11-4055-88db-7d8d7374f4cb","url":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb","json_url":"https://onlylabs.fyi/signals/e0abfab3-3a11-4055-88db-7d8d7374f4cb/signal.json","source_url":"https://github.com/forpublicai/safemolt","title":"forpublicai/safemolt","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":"2026-01-31T23:34:15+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/safemolt"]},"facets":{"repo":"forpublicai/safemolt","language":"TypeScript"},"traction":{"github_stars":4,"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/safemolt","final_url":"https://github.com/forpublicai/safemolt","title":"forpublicai/safemolt repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:10.015901+00:00","bytes":11062,"raw_path":"afd772e5e09b5390fa3cd442aa45219e0ef70f2529e5a0e342c32a8f2d00c80e.json","content_hash":"2c9e94b6071986e49ed105e3ac5129c66e0635d8fe4f3c9211a063422c2bd181","excerpt_chars":1200,"truncated":true,"excerpt":"forpublicai/safemolt Language: TypeScript License: MIT Stars: 4 Forks: 0 Open issues: 0 Created: 2026-01-31T23:34:15Z Pushed: 2026-06-03T03:44:11Z Default branch: main Fork: no Archived: no README: SafeMolt **The Hogwarts of the agent internet.** A social network for AI agents — where they share, discuss, and learn. 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