{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Repo: arcee-ai/nac","description":"Arcee AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911","json_url":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911/signal.json","generated_at":"2026-06-26T23:25:58.146Z","evidence_latest_fetched_at":"2026-06-19T07:02:39.282225+00:00","signal_first_seen_at":"2026-06-19T07:01:41.951531+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911","signal_json":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911/signal.json","source":"https://github.com/arcee-ai/nac","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Arcee AI published arcee-ai/nac (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo arcee-ai/nac · language Rust · Arcee AI's neural architecture compression tool for efficient models.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/arcee-ai/nac","source_host":"github.com","occurred_at":"2026-03-28T04:02:01+00:00","first_seen_at":"2026-06-19T07:01:41.951531+00:00","date_source":"source","context":"Rust"},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"arcee-ai/nac","source":"source"},{"label":"Language","value":"Rust","source":"source"},{"label":"Stars","value":"14","source":"traction"},{"label":"Context","value":"Arcee AI's neural architecture compression tool for efficient models.","source":"signal"},{"label":"Notability","value":"Routine new repo with only 13 stars.","source":"signal"},{"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/arcee-ai/nac"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-19T07:02:39.282225+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/5aec6724-6fe8-4f88-ba10-0d1c9279e911/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/nac","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/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 Arcee AI's repo signal \"arcee-ai/nac\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"published repo","object":"arcee-ai/nac","text":"Arcee AI published repo arcee-ai/nac."},{"subject":"arcee-ai/nac","predicate":"is classified as","object":"repo signal","text":"arcee-ai/nac is classified as repo signal."},{"subject":"arcee-ai/nac","predicate":"belongs to","object":"repos desk","text":"arcee-ai/nac belongs to repos desk."},{"subject":"arcee-ai/nac","predicate":"has context","object":"Rust","text":"arcee-ai/nac has context Rust."},{"subject":"arcee-ai/nac","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/nac has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/nac","predicate":"has captured page count","object":"1","text":"arcee-ai/nac has captured page count 1."},{"subject":"arcee-ai/nac","predicate":"has readable page count","object":"1","text":"arcee-ai/nac has readable page count 1."},{"subject":"arcee-ai/nac","predicate":"has related signal count","object":"6","text":"arcee-ai/nac has related signal count 6."},{"subject":"arcee-ai/nac","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":"arcee-ai/nac 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":"arcee-ai/nac","predicate":"has source host","object":"github.com","text":"arcee-ai/nac has source host github.com."},{"subject":"arcee-ai/nac","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/nac has lab Arcee AI."},{"subject":"arcee-ai/nac","predicate":"has signal desk","object":"repos","text":"arcee-ai/nac has signal desk repos."},{"subject":"arcee-ai/nac","predicate":"has source host","object":"github.com","text":"arcee-ai/nac has source host github.com."},{"subject":"arcee-ai/nac","predicate":"has repository","object":"arcee-ai/nac","text":"arcee-ai/nac has repository arcee-ai/nac."},{"subject":"arcee-ai/nac","predicate":"has language","object":"Rust","text":"arcee-ai/nac has language Rust."},{"subject":"arcee-ai/nac","predicate":"has stars","object":"14","text":"arcee-ai/nac has stars 14."},{"subject":"arcee-ai/nac","predicate":"has context","object":"Arcee AI's neural architecture compression tool for efficient models.","text":"arcee-ai/nac has context Arcee AI's neural architecture compression tool for efficient models.."},{"subject":"arcee-ai/nac","predicate":"has notability","object":"Routine new repo with only 13 stars.","text":"arcee-ai/nac has notability Routine new repo with only 13 stars.."}]},"intelligence":{"signal_desk":"repos","answer":"Arcee AI published arcee-ai/nac (Rust). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo arcee-ai/nac · language Rust · Arcee AI's neural architecture compression tool for efficient models.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"published repo","object":"arcee-ai/nac","text":"Arcee AI published repo arcee-ai/nac."},{"subject":"arcee-ai/nac","predicate":"is classified as","object":"repo signal","text":"arcee-ai/nac is classified as repo signal."},{"subject":"arcee-ai/nac","predicate":"belongs to","object":"repos desk","text":"arcee-ai/nac belongs to repos desk."},{"subject":"arcee-ai/nac","predicate":"has context","object":"Rust","text":"arcee-ai/nac has context Rust."},{"subject":"arcee-ai/nac","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/nac has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5aec6724-6fe8-4f88-ba10-0d1c9279e911","url":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911","json_url":"https://onlylabs.fyi/signals/5aec6724-6fe8-4f88-ba10-0d1c9279e911/signal.json","source_url":"https://github.com/arcee-ai/nac","title":"arcee-ai/nac","summary":"Arcee AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-03-28T04:02:01+00:00","first_seen_at":"2026-06-19T07:01:41.951531+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/arcee-ai/nac"]},"facets":{"repo":"arcee-ai/nac","language":"Rust"},"traction":{"github_stars":14,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/arcee-ai/nac","final_url":"https://github.com/arcee-ai/nac","title":"arcee-ai/nac repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-19T07:02:39.282225+00:00","bytes":11926,"raw_path":"d7c610a14e9bbc3639c304b4f3574450cde9f57f07d163ea28acc9a4a87f72b9.json","content_hash":"4d02b10c18e13252358d5ad1381a7326c9ed54ba16fa65708e55925eb55bdf92","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/nac Language: Rust Stars: 13 Forks: 2 Open issues: 0 Created: 2026-03-28T04:02:01Z Pushed: 2026-06-18T21:59:52Z Default branch: main Fork: no Archived: no README: nac Small coding agent. Heavily inspired by [slate](https://randomlabs.ai/blog/slate). Also takes inspiration from [nanocode](https://github.com/1rgs/nanocode) and [pi](https://github.com/badlogic/pi-mono). Install the latest `edge` build: ```sh curl -fsSL https://raw.githubusercontent.com/sapiosaturn/nac/main/scripts/install.sh | sh ``` Pinned version installs are not supported yet. The installer places two binaries in `$HOME/.local/bin` by default: - `nac-web`: the web dashboard for managing multiple sessions. - `nac`: the terminal UI and utility commands such as `codex-auth` and `upgrade`. Set `OPENAI_API_KEY`, then run `nac-web -C /path/to/project` and open the printed local URL. To use ChatGPT Codex auth instead of an OpenAI API key, run `nac codex-auth login` and complete the device-code flow in a browser. In `nac-web`, choose `chatgpt-codex-responses` in the launch modal, or configure `backend = \"chatgpt-codex-responses\"` under `[model]`. For the TUI, launch with `nac --backend chatgpt-codex-responses`...."},"evidence_pages":[],"related_signals":[{"id":"8e750f42-1a87-42cd-a42a-bcb1acb363a5","url":"https://onlylabs.fyi/signals/8e750f42-1a87-42cd-a42a-bcb1acb363a5","source_url":"https://github.com/arcee-ai/trinity-large-tech-report","title":"arcee-ai/trinity-large-tech-report","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2026-01-27T20:08:46+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"6f498857-818f-43d8-904c-d7bfd27e8812","url":"https://onlylabs.fyi/signals/6f498857-818f-43d8-904c-d7bfd27e8812","source_url":"https://github.com/arcee-ai/pybubble","title":"arcee-ai/pybubble","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-11-16T04:37:22+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"826f1087-1cc4-4dc9-903a-4a76f26d92ed","url":"https://onlylabs.fyi/signals/826f1087-1cc4-4dc9-903a-4a76f26d92ed","source_url":"https://github.com/arcee-ai/NeMo-RL","title":"arcee-ai/NeMo-RL","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-08-14T00:08:13+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"69136e4e-afb2-4e3f-8562-c6385d01b2bf","url":"https://onlylabs.fyi/signals/69136e4e-afb2-4e3f-8562-c6385d01b2bf","source_url":"https://github.com/arcee-ai/anymcp","title":"arcee-ai/anymcp","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-05-06T09:20:06+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"c38ed25b-17d4-44a9-88ab-c4093e1197be","url":"https://onlylabs.fyi/signals/c38ed25b-17d4-44a9-88ab-c4093e1197be","source_url":"https://github.com/arcee-ai/wipro-pump-demo","title":"arcee-ai/wipro-pump-demo","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-04-24T19:05:03+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"fc91b138-d32e-46c7-8054-eb93385cd631","url":"https://onlylabs.fyi/signals/fc91b138-d32e-46c7-8054-eb93385cd631","source_url":"https://github.com/arcee-ai/KidRails","title":"arcee-ai/KidRails","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-11T16:28:50+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"}]}