{"schema_version":"onlylabs.public_signal.v1","title":"Novita AI Repo: novitalabs/agentmemory-lab","description":"Novita AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11","json_url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11/signal.json","generated_at":"2026-06-11T02:41:46.213655+00:00","org":{"slug":"novita","name":"Novita AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/novita","dossier_json_url":"https://onlylabs.fyi/labs/novita/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11","signal_json":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11/signal.json","source":"https://github.com/novitalabs/agentmemory-lab","lab_dossier":"https://onlylabs.fyi/labs/novita","lab_dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis":"https://onlylabs.fyi/analysis/novita","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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":"Novita AI published novitalabs/agentmemory-lab (HTML). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo novitalabs/agentmemory-lab · language HTML · Routine new repo, no traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/novitalabs/agentmemory-lab","source_host":"github.com","occurred_at":"2026-06-03T09:46:38+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source","context":"HTML"},"context_markers":[{"label":"Lab","value":"Novita AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"novitalabs/agentmemory-lab","source":"source"},{"label":"Language","value":"HTML","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Notability","value":"Routine new repo, no traction","source":"signal"},{"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/novitalabs/agentmemory-lab"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:41:46.213655+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11/signal.json","dossier_json":"https://onlylabs.fyi/labs/novita/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/novita/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/novita/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/c9dad096-0577-42b4-a851-98f4e4d8bd11/signal.json","required":true},{"label":"source","url":"https://github.com/novitalabs/agentmemory-lab","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/novita/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/novita/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 Novita AI's repo signal \"novitalabs/agentmemory-lab\" for neocloud strategy."},"semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/agentmemory-lab","text":"Novita AI published repo novitalabs/agentmemory-lab."},{"subject":"novitalabs/agentmemory-lab","predicate":"is classified as","object":"repo signal","text":"novitalabs/agentmemory-lab is classified as repo signal."},{"subject":"novitalabs/agentmemory-lab","predicate":"belongs to","object":"repos desk","text":"novitalabs/agentmemory-lab belongs to repos desk."},{"subject":"novitalabs/agentmemory-lab","predicate":"has context","object":"HTML","text":"novitalabs/agentmemory-lab has context HTML."},{"subject":"novitalabs/agentmemory-lab","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/agentmemory-lab has evidence coverage 1 captured evidence page."},{"subject":"novitalabs/agentmemory-lab","predicate":"has captured page count","object":"1","text":"novitalabs/agentmemory-lab has captured page count 1."},{"subject":"novitalabs/agentmemory-lab","predicate":"has readable page count","object":"1","text":"novitalabs/agentmemory-lab has readable page count 1."},{"subject":"novitalabs/agentmemory-lab","predicate":"has related signal count","object":"6","text":"novitalabs/agentmemory-lab has related signal count 6."},{"subject":"novitalabs/agentmemory-lab","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":"novitalabs/agentmemory-lab 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":"novitalabs/agentmemory-lab","predicate":"has source host","object":"github.com","text":"novitalabs/agentmemory-lab has source host github.com."},{"subject":"novitalabs/agentmemory-lab","predicate":"has lab","object":"Novita AI","text":"novitalabs/agentmemory-lab has lab Novita AI."},{"subject":"novitalabs/agentmemory-lab","predicate":"has signal desk","object":"repos","text":"novitalabs/agentmemory-lab has signal desk repos."},{"subject":"novitalabs/agentmemory-lab","predicate":"has source host","object":"github.com","text":"novitalabs/agentmemory-lab has source host github.com."},{"subject":"novitalabs/agentmemory-lab","predicate":"has repository","object":"novitalabs/agentmemory-lab","text":"novitalabs/agentmemory-lab has repository novitalabs/agentmemory-lab."},{"subject":"novitalabs/agentmemory-lab","predicate":"has language","object":"HTML","text":"novitalabs/agentmemory-lab has language HTML."},{"subject":"novitalabs/agentmemory-lab","predicate":"has stars","object":"1","text":"novitalabs/agentmemory-lab has stars 1."},{"subject":"novitalabs/agentmemory-lab","predicate":"has notability","object":"Routine new repo, no traction","text":"novitalabs/agentmemory-lab has notability Routine new repo, no traction."},{"subject":"novitalabs/agentmemory-lab","predicate":"has watch term","object":"Safety and alignment","text":"novitalabs/agentmemory-lab has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Novita AI published novitalabs/agentmemory-lab (HTML). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo novitalabs/agentmemory-lab · language HTML · Routine new repo, no traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Novita AI","predicate":"published repo","object":"novitalabs/agentmemory-lab","text":"Novita AI published repo novitalabs/agentmemory-lab."},{"subject":"novitalabs/agentmemory-lab","predicate":"is classified as","object":"repo signal","text":"novitalabs/agentmemory-lab is classified as repo signal."},{"subject":"novitalabs/agentmemory-lab","predicate":"belongs to","object":"repos desk","text":"novitalabs/agentmemory-lab belongs to repos desk."},{"subject":"novitalabs/agentmemory-lab","predicate":"has context","object":"HTML","text":"novitalabs/agentmemory-lab has context HTML."},{"subject":"novitalabs/agentmemory-lab","predicate":"has evidence coverage","object":"1 captured evidence page","text":"novitalabs/agentmemory-lab has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c9dad096-0577-42b4-a851-98f4e4d8bd11","url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11","json_url":"https://onlylabs.fyi/signals/c9dad096-0577-42b4-a851-98f4e4d8bd11/signal.json","source_url":"https://github.com/novitalabs/agentmemory-lab","title":"novitalabs/agentmemory-lab","summary":"Novita AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-03T09:46:38+00:00","first_seen_at":"2026-06-05T22:32:19.042343+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/novitalabs/agentmemory-lab"]},"facets":{"repo":"novitalabs/agentmemory-lab","language":"HTML"},"traction":{"github_stars":1,"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/novitalabs/agentmemory-lab","final_url":"https://github.com/novitalabs/agentmemory-lab","title":"novitalabs/agentmemory-lab repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:46.213655+00:00","bytes":21042,"raw_path":"333b2075b8f834028742225f8e989114fecd389adf538d452de2a75266dfeb5b.json","content_hash":"1eb24864cb76547b96670d143fca2c09dc16a90c43198f3bea7e9d43688b614f","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/agentmemory-lab Language: HTML License: Apache-2.0 Stars: 1 Forks: 0 Open issues: 3 Created: 2026-06-03T09:46:38Z Pushed: 2026-06-09T08:54:04Z Default branch: szn-viewer-ui-iteration Fork: no Archived: no README: <p align=\"center\"> <img src=\"assets/banner.png\" alt=\"Agent Memory Lab\" width=\"860\" /> </p> Agent Memory Lab **一个本地优先的 Agent 记忆工作台。** 它把散落在浏览器、AI 对话、项目会话和本地 Skill 里的上下文整理成一套可审阅、可管理、可继续使用的工作记忆。 我们想解决的不是“保存一段聊天记录”，而是更现实的问题：你和不同 Agent、不同网页、不同项目反复协作之后，哪些信息应该留下来？哪些经验值得沉淀？哪些内容应该删掉？下次打开 Claude、ChatGPT、Cursor 或本地 Agent 时，它能不能更快接上你的工作流？ <p align=\"center\"> <img src=\"docs/readme-assets/screenshots/dashboard.jpg\" alt=\"Agent Memory Lab 总览页\" width=\"860\" /> </p> 它适合谁 - 长期和 AI Agent 一起做项目的人 - 想把 ChatGPT、Claude、Gemini、Perplexity 等网页对话变成可复用记忆的人 - 想管理本地 Skill、项目经验和个人偏好的人 - 想研究 Agent 记忆、跨工具上下文同步、本地优先工作流的人 - 不想把私人记忆直接交给云端系统的人 一句话工作流 Agent Memory Lab 不是“一个网页剪藏插件 + 一个后台仓库”，而是一套本地记忆产品：浏览器插件是入口，本地工作台是中枢，Skill / API / MCP 是给 Agent 使用记忆的出口。 ```text 浏览器入口层 网页、AI 对话、选中文本、链接 | v 本地工作台层 审阅、编辑、删除、归类、搜索 | v Agent 复用层 记忆、经验、行动、Skill、API ``` 插件和这个仓库的关系可以理解成“前台入口”和“产品本体”：插件负责出现在 ChatGPT、Claude、Gemini、Perplexity 等页面旁边，把当前页面变成可审阅的候选；本地工作台负责保存数据、展示记忆库、管理..."},"evidence_pages":[{"url":"https://github.com/novitalabs/agentmemory-lab","final_url":"https://github.com/novitalabs/agentmemory-lab","title":"novitalabs/agentmemory-lab repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:41:46.213655+00:00","bytes":21042,"raw_path":"333b2075b8f834028742225f8e989114fecd389adf538d452de2a75266dfeb5b.json","content_hash":"1eb24864cb76547b96670d143fca2c09dc16a90c43198f3bea7e9d43688b614f","excerpt_chars":1200,"truncated":true,"excerpt":"novitalabs/agentmemory-lab Language: HTML License: Apache-2.0 Stars: 1 Forks: 0 Open issues: 3 Created: 2026-06-03T09:46:38Z Pushed: 2026-06-09T08:54:04Z Default branch: szn-viewer-ui-iteration Fork: no Archived: no README: <p align=\"center\"> <img src=\"assets/banner.png\" alt=\"Agent Memory Lab\" width=\"860\" /> </p> Agent Memory Lab **一个本地优先的 Agent 记忆工作台。** 它把散落在浏览器、AI 对话、项目会话和本地 Skill 里的上下文整理成一套可审阅、可管理、可继续使用的工作记忆。 我们想解决的不是“保存一段聊天记录”，而是更现实的问题：你和不同 Agent、不同网页、不同项目反复协作之后，哪些信息应该留下来？哪些经验值得沉淀？哪些内容应该删掉？下次打开 Claude、ChatGPT、Cursor 或本地 Agent 时，它能不能更快接上你的工作流？ <p align=\"center\"> <img src=\"docs/readme-assets/screenshots/dashboard.jpg\" alt=\"Agent Memory Lab 总览页\" width=\"860\" /> </p> 它适合谁 - 长期和 AI Agent 一起做项目的人 - 想把 ChatGPT、Claude、Gemini、Perplexity 等网页对话变成可复用记忆的人 - 想管理本地 Skill、项目经验和个人偏好的人 - 想研究 Agent 记忆、跨工具上下文同步、本地优先工作流的人 - 不想把私人记忆直接交给云端系统的人 一句话工作流 Agent Memory Lab 不是“一个网页剪藏插件 + 一个后台仓库”，而是一套本地记忆产品：浏览器插件是入口，本地工作台是中枢，Skill / API / MCP 是给 Agent 使用记忆的出口。 ```text 浏览器入口层 网页、AI 对话、选中文本、链接 | v 本地工作台层 审阅、编辑、删除、归类、搜索 | v Agent 复用层 记忆、经验、行动、Skill、API ``` 插件和这个仓库的关系可以理解成“前台入口”和“产品本体”：插件负责出现在 ChatGPT、Claude、Gemini、Perplexity 等页面旁边，把当前页面变成可审阅的候选；本地工作台负责保存数据、展示记忆库、管理..."}],"related_signals":[{"id":"6b68d4cb-4d37-44ee-a8ee-fd8a001696ab","url":"https://onlylabs.fyi/signals/6b68d4cb-4d37-44ee-a8ee-fd8a001696ab","source_url":"https://github.com/novitalabs/MulticaPlusPlus","title":"novitalabs/MulticaPlusPlus","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-06-02T05:39:47+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"807a457e-c931-452a-a399-81b0b5c254ae","url":"https://onlylabs.fyi/signals/807a457e-c931-452a-a399-81b0b5c254ae","source_url":"https://github.com/novitalabs/mintlify-starter","title":"novitalabs/mintlify-starter","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T09:01:41+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"146a7186-6db8-478f-9250-aee2912d9f4b","url":"https://onlylabs.fyi/signals/146a7186-6db8-478f-9250-aee2912d9f4b","source_url":"https://github.com/novitalabs/documentation","title":"novitalabs/documentation","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T08:55:00+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"c5176c82-5de3-4105-bb61-62e8750f327c","url":"https://onlylabs.fyi/signals/c5176c82-5de3-4105-bb61-62e8750f327c","source_url":"https://github.com/novitalabs/mintlify-docs","title":"novitalabs/mintlify-docs","context":"MDX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T08:49:03+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"bc31999a-2692-4cfe-916a-d755aa7d2089","url":"https://onlylabs.fyi/signals/bc31999a-2692-4cfe-916a-d755aa7d2089","source_url":"https://github.com/novitalabs/novita-model-cms","title":"novitalabs/novita-model-cms","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T07:43:50+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"},{"id":"6f0befab-a0fd-4f53-bdac-7cb2bba379dc","url":"https://onlylabs.fyi/signals/6f0befab-a0fd-4f53-bdac-7cb2bba379dc","source_url":"https://github.com/novitalabs/gpus-python-example","title":"novitalabs/gpus-python-example","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"novita","name":"Novita AI","category":"neocloud"},"occurred_at":"2026-05-28T02:09:55+00:00","first_seen_at":"2026-06-05T22:32:19.042343+00:00","date_source":"source"}]}