{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/iroh-blobs","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621","json_url":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621/signal.json","generated_at":"2026-06-11T02:54:19.195038+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621","signal_json":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621/signal.json","source":"https://github.com/NousResearch/iroh-blobs","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research forked NousResearch/iroh-blobs (forked from n0-computer/iroh-blobs). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/iroh-blobs · parent n0-computer/iroh-blobs · Routine fork, very low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/NousResearch/iroh-blobs","source_host":"github.com","occurred_at":"2025-03-13T15:46:46+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","context":"forked from n0-computer/iroh-blobs"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/iroh-blobs","source":"source"},{"label":"Parent","value":"n0-computer/iroh-blobs","source":"source"},{"label":"Stars","value":"5","source":"traction"},{"label":"Notability","value":"Routine fork, very low stars","source":"signal"}],"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/NousResearch/iroh-blobs"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:19.195038+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/5c25f696-8b2d-4ad3-a066-a0732f3f2621/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/iroh-blobs","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Nous Research's fork signal \"NousResearch/iroh-blobs\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/iroh-blobs","text":"Nous Research forked NousResearch/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"is classified as","object":"fork signal","text":"NousResearch/iroh-blobs is classified as fork signal."},{"subject":"NousResearch/iroh-blobs","predicate":"belongs to","object":"forks desk","text":"NousResearch/iroh-blobs belongs to forks desk."},{"subject":"NousResearch/iroh-blobs","predicate":"has context","object":"forked from n0-computer/iroh-blobs","text":"NousResearch/iroh-blobs has context forked from n0-computer/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/iroh-blobs has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/iroh-blobs","predicate":"has captured page count","object":"1","text":"NousResearch/iroh-blobs has captured page count 1."},{"subject":"NousResearch/iroh-blobs","predicate":"has readable page count","object":"1","text":"NousResearch/iroh-blobs has readable page count 1."},{"subject":"NousResearch/iroh-blobs","predicate":"has related signal count","object":"6","text":"NousResearch/iroh-blobs has related signal count 6."},{"subject":"NousResearch/iroh-blobs","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":"NousResearch/iroh-blobs 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":"NousResearch/iroh-blobs","predicate":"has source host","object":"github.com","text":"NousResearch/iroh-blobs has source host github.com."},{"subject":"NousResearch/iroh-blobs","predicate":"has lab","object":"Nous Research","text":"NousResearch/iroh-blobs has lab Nous Research."},{"subject":"NousResearch/iroh-blobs","predicate":"has signal desk","object":"forks","text":"NousResearch/iroh-blobs has signal desk forks."},{"subject":"NousResearch/iroh-blobs","predicate":"has source host","object":"github.com","text":"NousResearch/iroh-blobs has source host github.com."},{"subject":"NousResearch/iroh-blobs","predicate":"has repository","object":"NousResearch/iroh-blobs","text":"NousResearch/iroh-blobs has repository NousResearch/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"has parent","object":"n0-computer/iroh-blobs","text":"NousResearch/iroh-blobs has parent n0-computer/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"has stars","object":"5","text":"NousResearch/iroh-blobs has stars 5."},{"subject":"NousResearch/iroh-blobs","predicate":"has notability","object":"Routine fork, very low stars","text":"NousResearch/iroh-blobs has notability Routine fork, very low stars."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/iroh-blobs (forked from n0-computer/iroh-blobs). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/iroh-blobs · parent n0-computer/iroh-blobs · Routine fork, very low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/iroh-blobs","text":"Nous Research forked NousResearch/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"is classified as","object":"fork signal","text":"NousResearch/iroh-blobs is classified as fork signal."},{"subject":"NousResearch/iroh-blobs","predicate":"belongs to","object":"forks desk","text":"NousResearch/iroh-blobs belongs to forks desk."},{"subject":"NousResearch/iroh-blobs","predicate":"has context","object":"forked from n0-computer/iroh-blobs","text":"NousResearch/iroh-blobs has context forked from n0-computer/iroh-blobs."},{"subject":"NousResearch/iroh-blobs","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/iroh-blobs has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5c25f696-8b2d-4ad3-a066-a0732f3f2621","url":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621","json_url":"https://onlylabs.fyi/signals/5c25f696-8b2d-4ad3-a066-a0732f3f2621/signal.json","source_url":"https://github.com/NousResearch/iroh-blobs","title":"NousResearch/iroh-blobs","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from n0-computer/iroh-blobs","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-03-13T15:46:46+00:00","first_seen_at":"2026-06-06T01:49:37.982614+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/NousResearch/iroh-blobs"]},"facets":{"repo":"NousResearch/iroh-blobs","parent":"n0-computer/iroh-blobs"},"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/NousResearch/iroh-blobs","final_url":"https://github.com/NousResearch/iroh-blobs","title":"NousResearch/iroh-blobs repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:19.195038+00:00","bytes":23920,"raw_path":"d4ab7e13ef0a917c64cbb91fcd3f64a2b528d099dba9f342555eca510ba866e7.json","content_hash":"a32281547ac9089ec5f9ffa515c4a9016a53449139086ad55fae7fb678bed0ff","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/iroh-blobs Description: Blobs layer for iroh Language: Rust License: Apache-2.0 Stars: 5 Forks: 4 Open issues: 0 Created: 2025-03-13T15:46:46Z Pushed: 2025-10-03T02:40:21Z Default branch: main Fork: yes Parent repository: n0-computer/iroh-blobs Archived: no README: iroh-blobs **NOTE: this version of iroh-blobs is not yet considered production quality. For now, if you need production quality, use iroh-blobs 0.35** This crate provides blob and blob sequence transfer support for iroh. It implements a simple request-response protocol based on BLAKE3 verified streaming. A request describes data in terms of BLAKE3 hashes and byte ranges. It is possible to request blobs or ranges of blobs, as well as entire sequences of blobs in one request. The requester opens a QUIC stream to the provider and sends the request. The provider answers with the requested data, encoded as [BLAKE3](https://github.com/BLAKE3-team/BLAKE3-specs/blob/master/blake3.pdf) verified streams, on the same QUIC stream. This crate is used together with [iroh](https://crates.io/crates/iroh). Connection establishment is left up to the user or higher level APIs. Concepts - **Blob:** a sequence of bytes of..."},"evidence_pages":[{"url":"https://github.com/NousResearch/iroh-blobs","final_url":"https://github.com/NousResearch/iroh-blobs","title":"NousResearch/iroh-blobs repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:19.195038+00:00","bytes":23920,"raw_path":"d4ab7e13ef0a917c64cbb91fcd3f64a2b528d099dba9f342555eca510ba866e7.json","content_hash":"a32281547ac9089ec5f9ffa515c4a9016a53449139086ad55fae7fb678bed0ff","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/iroh-blobs Description: Blobs layer for iroh Language: Rust License: Apache-2.0 Stars: 5 Forks: 4 Open issues: 0 Created: 2025-03-13T15:46:46Z Pushed: 2025-10-03T02:40:21Z Default branch: main Fork: yes Parent repository: n0-computer/iroh-blobs Archived: no README: iroh-blobs **NOTE: this version of iroh-blobs is not yet considered production quality. For now, if you need production quality, use iroh-blobs 0.35** This crate provides blob and blob sequence transfer support for iroh. It implements a simple request-response protocol based on BLAKE3 verified streaming. A request describes data in terms of BLAKE3 hashes and byte ranges. It is possible to request blobs or ranges of blobs, as well as entire sequences of blobs in one request. The requester opens a QUIC stream to the provider and sends the request. The provider answers with the requested data, encoded as [BLAKE3](https://github.com/BLAKE3-team/BLAKE3-specs/blob/master/blake3.pdf) verified streams, on the same QUIC stream. This crate is used together with [iroh](https://crates.io/crates/iroh). Connection establishment is left up to the user or higher level APIs. Concepts - **Blob:** a sequence of bytes of..."}],"related_signals":[{"id":"007a4fd1-4440-4405-853a-0a96c587ccb2","url":"https://onlylabs.fyi/signals/007a4fd1-4440-4405-853a-0a96c587ccb2","source_url":"https://github.com/NousResearch/Automodel","title":"NousResearch/Automodel","context":"forked from NVIDIA-NeMo/Automodel","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:18:10+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"cded9ac1-e648-4965-8bda-97827b4128d0","url":"https://onlylabs.fyi/signals/cded9ac1-e648-4965-8bda-97827b4128d0","source_url":"https://github.com/NousResearch/Megatron-LM","title":"NousResearch/Megatron-LM","context":"forked from NVIDIA/Megatron-LM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:29+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"a66f6267-7e1f-452a-8efd-640d342f9ce6","url":"https://onlylabs.fyi/signals/a66f6267-7e1f-452a-8efd-640d342f9ce6","source_url":"https://github.com/NousResearch/Megatron-Bridge","title":"NousResearch/Megatron-Bridge","context":"forked from NVIDIA-NeMo/Megatron-Bridge","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-27T12:17:08+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"8f913bfb-f7f5-4ebc-9d01-416bfaecdb12","url":"https://onlylabs.fyi/signals/8f913bfb-f7f5-4ebc-9d01-416bfaecdb12","source_url":"https://github.com/NousResearch/agent-governance-toolkit","title":"NousResearch/agent-governance-toolkit","context":"forked from microsoft/agent-governance-toolkit","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-10T22:34:18+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"b857381d-51f3-446f-9a61-234abaced3d1","url":"https://onlylabs.fyi/signals/b857381d-51f3-446f-9a61-234abaced3d1","source_url":"https://github.com/NousResearch/Nemotron","title":"NousResearch/Nemotron","context":"forked from NVIDIA-NeMo/Nemotron","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-27T14:08:47+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"a0d4e67f-3f35-4ea4-ab24-efba1dfd20b7","url":"https://onlylabs.fyi/signals/a0d4e67f-3f35-4ea4-ab24-efba1dfd20b7","source_url":"https://github.com/NousResearch/NemoClaw","title":"NousResearch/NemoClaw","context":"forked from NVIDIA/NemoClaw","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-24T18:35:00+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"}]}