{"schema_version":"onlylabs.public_signal.v1","title":"Parasail Fork: parasail-ai/curator","description":"Parasail fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b","json_url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b/signal.json","generated_at":"2026-06-11T02:54:13.542162+00:00","org":{"slug":"parasail","name":"Parasail","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/parasail","dossier_json_url":"https://onlylabs.fyi/labs/parasail/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b","signal_json":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b/signal.json","source":"https://github.com/parasail-ai/curator","lab_dossier":"https://onlylabs.fyi/labs/parasail","lab_dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis":"https://onlylabs.fyi/analysis/parasail","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Parasail forked parasail-ai/curator (forked from bespokelabsai/curator). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo parasail-ai/curator · parent bespokelabsai/curator · Routine fork of a repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/parasail-ai/curator","source_host":"github.com","occurred_at":"2025-05-07T17:46:19+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source","context":"forked from bespokelabsai/curator"},"context_markers":[{"label":"Lab","value":"Parasail","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"parasail-ai/curator","source":"source"},{"label":"Parent","value":"bespokelabsai/curator","source":"source"},{"label":"Notability","value":"Routine fork of a repo","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/parasail-ai/curator"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:13.542162+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b/signal.json","dossier_json":"https://onlylabs.fyi/labs/parasail/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/parasail/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/parasail/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b/signal.json","required":true},{"label":"source","url":"https://github.com/parasail-ai/curator","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/parasail/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/parasail/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 Parasail's fork signal \"parasail-ai/curator\" for neocloud strategy."},"semantic_triples":[{"subject":"Parasail","predicate":"forked","object":"parasail-ai/curator","text":"Parasail forked parasail-ai/curator."},{"subject":"parasail-ai/curator","predicate":"is classified as","object":"fork signal","text":"parasail-ai/curator is classified as fork signal."},{"subject":"parasail-ai/curator","predicate":"belongs to","object":"forks desk","text":"parasail-ai/curator belongs to forks desk."},{"subject":"parasail-ai/curator","predicate":"has context","object":"forked from bespokelabsai/curator","text":"parasail-ai/curator has context forked from bespokelabsai/curator."},{"subject":"parasail-ai/curator","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/curator has evidence coverage 1 captured evidence page."},{"subject":"parasail-ai/curator","predicate":"has captured page count","object":"1","text":"parasail-ai/curator has captured page count 1."},{"subject":"parasail-ai/curator","predicate":"has readable page count","object":"1","text":"parasail-ai/curator has readable page count 1."},{"subject":"parasail-ai/curator","predicate":"has related signal count","object":"6","text":"parasail-ai/curator has related signal count 6."},{"subject":"parasail-ai/curator","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"parasail-ai/curator has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"parasail-ai/curator","predicate":"has source host","object":"github.com","text":"parasail-ai/curator has source host github.com."},{"subject":"parasail-ai/curator","predicate":"has lab","object":"Parasail","text":"parasail-ai/curator has lab Parasail."},{"subject":"parasail-ai/curator","predicate":"has signal desk","object":"forks","text":"parasail-ai/curator has signal desk forks."},{"subject":"parasail-ai/curator","predicate":"has source host","object":"github.com","text":"parasail-ai/curator has source host github.com."},{"subject":"parasail-ai/curator","predicate":"has repository","object":"parasail-ai/curator","text":"parasail-ai/curator has repository parasail-ai/curator."},{"subject":"parasail-ai/curator","predicate":"has parent","object":"bespokelabsai/curator","text":"parasail-ai/curator has parent bespokelabsai/curator."},{"subject":"parasail-ai/curator","predicate":"has notability","object":"Routine fork of a repo","text":"parasail-ai/curator has notability Routine fork of a repo."},{"subject":"parasail-ai/curator","predicate":"has watch term","object":"Model card","text":"parasail-ai/curator has watch term Model card."},{"subject":"parasail-ai/curator","predicate":"has watch term","object":"Data pipeline","text":"parasail-ai/curator has watch term Data pipeline."}]},"intelligence":{"signal_desk":"forks","answer":"Parasail forked parasail-ai/curator (forked from bespokelabsai/curator). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo parasail-ai/curator · parent bespokelabsai/curator · Routine fork of a repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Parasail","predicate":"forked","object":"parasail-ai/curator","text":"Parasail forked parasail-ai/curator."},{"subject":"parasail-ai/curator","predicate":"is classified as","object":"fork signal","text":"parasail-ai/curator is classified as fork signal."},{"subject":"parasail-ai/curator","predicate":"belongs to","object":"forks desk","text":"parasail-ai/curator belongs to forks desk."},{"subject":"parasail-ai/curator","predicate":"has context","object":"forked from bespokelabsai/curator","text":"parasail-ai/curator has context forked from bespokelabsai/curator."},{"subject":"parasail-ai/curator","predicate":"has evidence coverage","object":"1 captured evidence page","text":"parasail-ai/curator has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a962fe8e-ef28-4f58-874b-7fc1dd12491b","url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b","json_url":"https://onlylabs.fyi/signals/a962fe8e-ef28-4f58-874b-7fc1dd12491b/signal.json","source_url":"https://github.com/parasail-ai/curator","title":"parasail-ai/curator","summary":"Parasail forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from bespokelabsai/curator","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-05-07T17:46:19+00:00","first_seen_at":"2026-06-05T22:32:12.402256+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/parasail-ai/curator"]},"facets":{"repo":"parasail-ai/curator","parent":"bespokelabsai/curator"},"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/parasail-ai/curator","final_url":"https://github.com/parasail-ai/curator","title":"parasail-ai/curator repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:13.542162+00:00","bytes":43654,"raw_path":"a5c580578c9a24fb42e82a06932a9233d7aa59a9c09faf08e2ace7b52ac44379.json","content_hash":"650cb1d1315bc4a05bbcbb81fc3ac8c4f925ccde7a27ca1d89680c3a7cacefb0","excerpt_chars":1200,"truncated":true,"excerpt":"parasail-ai/curator Description: Synthetic data curation for post-training and structured data extraction Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-05-07T17:46:19Z Pushed: 2026-06-09T23:29:49Z Default branch: main Fork: yes Parent repository: bespokelabsai/curator Archived: no README: <p align=\"center\"> <a href=\"https://bespokelabs.ai/\" target=\"_blank\"> <picture> <source media=\"(prefers-color-scheme: light)\" width=\"100px\" srcset=\"https://github.com/bespokelabsai/curator/blob/main/docs/Bespoke-Labs-Logomark-Red-crop.png\"> <img alt=\"Bespoke Labs Logo\" width=\"100px\" src=\"https://github.com/bespokelabsai/curator/blob/main/docs/Bespoke-Labs-Logomark-Red-crop.png\"> </picture> </a> </p> <h1 align=\"center\">Bespoke Curator</h1> <h3 align=\"center\" style=\"font-size: 20px; margin-bottom: 4px\">Bulk Inference and Scalable Data Curation for Post-Training</h3> <br/> <div align=\"center\"> [![Github](https://img.shields.io/badge/Curator-000000?style=for-the-badge&logo=github&logoColor=000&logoColor=white)](https://github.com/bespokelabsai/curator/)..."},"evidence_pages":[{"url":"https://github.com/parasail-ai/curator","final_url":"https://github.com/parasail-ai/curator","title":"parasail-ai/curator repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:13.542162+00:00","bytes":43654,"raw_path":"a5c580578c9a24fb42e82a06932a9233d7aa59a9c09faf08e2ace7b52ac44379.json","content_hash":"650cb1d1315bc4a05bbcbb81fc3ac8c4f925ccde7a27ca1d89680c3a7cacefb0","excerpt_chars":1200,"truncated":true,"excerpt":"parasail-ai/curator Description: Synthetic data curation for post-training and structured data extraction Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2025-05-07T17:46:19Z Pushed: 2026-06-09T23:29:49Z Default branch: main Fork: yes Parent repository: bespokelabsai/curator Archived: no README: <p align=\"center\"> <a href=\"https://bespokelabs.ai/\" target=\"_blank\"> <picture> <source media=\"(prefers-color-scheme: light)\" width=\"100px\" srcset=\"https://github.com/bespokelabsai/curator/blob/main/docs/Bespoke-Labs-Logomark-Red-crop.png\"> <img alt=\"Bespoke Labs Logo\" width=\"100px\" src=\"https://github.com/bespokelabsai/curator/blob/main/docs/Bespoke-Labs-Logomark-Red-crop.png\"> </picture> </a> </p> <h1 align=\"center\">Bespoke Curator</h1> <h3 align=\"center\" style=\"font-size: 20px; margin-bottom: 4px\">Bulk Inference and Scalable Data Curation for Post-Training</h3> <br/> <div align=\"center\"> [![Github](https://img.shields.io/badge/Curator-000000?style=for-the-badge&logo=github&logoColor=000&logoColor=white)](https://github.com/bespokelabsai/curator/)..."}],"related_signals":[{"id":"4ff2f971-902e-4367-b710-11924dd8bf3a","url":"https://onlylabs.fyi/signals/4ff2f971-902e-4367-b710-11924dd8bf3a","source_url":"https://github.com/parasail-ai/triton","title":"parasail-ai/triton","context":"forked from triton-lang/triton","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-12-19T00:22:00+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"34e21bbf-1f37-4fd7-a91e-2ab89de06910","url":"https://onlylabs.fyi/signals/34e21bbf-1f37-4fd7-a91e-2ab89de06910","source_url":"https://github.com/parasail-ai/mistral-common","title":"parasail-ai/mistral-common","context":"forked from mistralai/mistral-common","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-10-28T22:51:43+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"6c6fbedb-8ac9-48cd-a5dc-ac8af966da76","url":"https://onlylabs.fyi/signals/6c6fbedb-8ac9-48cd-a5dc-ac8af966da76","source_url":"https://github.com/parasail-ai/traefik-forward-auth","title":"parasail-ai/traefik-forward-auth","context":"forked from thomseddon/traefik-forward-auth","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2025-03-05T19:25:21+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"73bba283-8baa-468c-8a14-dd073489dac9","url":"https://onlylabs.fyi/signals/73bba283-8baa-468c-8a14-dd073489dac9","source_url":"https://github.com/parasail-ai/VLMEvalKit","title":"parasail-ai/VLMEvalKit","context":"forked from open-compass/VLMEvalKit","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2024-12-29T22:26:39+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"8f428ea1-b5ef-4d47-87b3-111b151ce224","url":"https://onlylabs.fyi/signals/8f428ea1-b5ef-4d47-87b3-111b151ce224","source_url":"https://github.com/parasail-ai/simple-evals","title":"parasail-ai/simple-evals","context":"forked from openai/simple-evals","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2024-07-10T18:20:10+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"},{"id":"82e003a0-469f-4516-8c87-132ea4b70b55","url":"https://onlylabs.fyi/signals/82e003a0-469f-4516-8c87-132ea4b70b55","source_url":"https://github.com/parasail-ai/torchtitan","title":"parasail-ai/torchtitan","context":"forked from pytorch/torchtitan","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"parasail","name":"Parasail","category":"neocloud"},"occurred_at":"2024-06-27T22:34:25+00:00","first_seen_at":"2026-06-05T22:32:12.402256+00:00","date_source":"source"}]}