{"id":"hs-b19fec3538536caf","url":"https://a.p4theater.top/research/hs-b19fec3538536caf","title":"Hermes MiMo URL 工作流升级","kind":"source_record","reviewStatus":"structurally_screened_not_individually_reviewed","language":"zh-CN","category":"来源与校正记录","series":"Hermes","sourceVersionDate":"2026-05-05","publishedAt":"2026-09-08","modifiedAt":"2026-09-08T05:03:32+00:00","markdownUrl":"https://a.p4theater.top/research/hs-b19fec3538536caf.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-b19fec3538536caf-ec5d6f19766b0bf76722.md","markdownSha256":"ec5d6f19766b0bf767228efe0e59b3a0913ee571c0ca0e3b22de008e4c16f26f","markdownBytes":2838,"characters":1100,"sourceEvidenceTier":"T2_HERMES_PIPELINE","sourceStatus":"active","evidenceBoundary":"P4 自有资料的历史来源卡或研究摘记。保留原始版本限制；来源卡中的摘要不能冒充完整原文，模型加工不能视作直接声画证据。未进行新的独立事实核验。","editionNote":"本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。","imageUrls":[],"links":["https://a.p4theater.top/research/hs-d1d53e12aaaaf8ad","https://a.p4theater.top/research/hs-f6a49c1ddd72954c"],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":21,"markdown":"# Hermes MiMo URL 工作流升级\n\n本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。\n\n来源版本日期：2026-05-05\n\n证据边界：P4 自有资料的历史来源卡或研究摘记。保留原始版本限制；来源卡中的摘要不能冒充完整原文，模型加工不能视作直接声画证据。未进行新的独立事实核验。\n\n## MiMo 分析报告\n\n```mermaid\nflowchart LR\n    VID[\"视频源\"] --> MIMO[\"MiMo 分析\"]\n    MIMO --> RPT[\"2026-05-05-Hermes-MiMo-UR\"]\n    MIMO --> EVD[\"证据\"]\n    style RPT fill:#7ee787,stroke:#7ee787,color:#000\n```\n\n\n# Hermes MiMo URL 工作流升级\n\n## 来源信息\n\n本页收录 OpenClaw 对 Hermes `mimo-video-analysis` 工作流的吸收记录。它不是影片内容证据，而是后续如何更高效生成可复核 MiMo 视听证据的工作流证据。\n\n## 核心升级\n\n此前 OpenClaw 更依赖本地片段的 Base64 方式，稳定但受大小限制。Hermes 新工作流改为：\n\n```text\n本地切片\n-> 本地临时 HTTP 服务\n-> 临时公网 URL\n-> MiMo video_url 分析\n-> 报告 / 用量 / 请求元数据\n-> Wiki source card / 确认问题\n```\n\n这个升级的实际意义是：更长、更大、更密的片段可以进入 MiMo 视频理解，尤其适合 Part4 公演段、公共浴池段、长镜头、多人声场和复杂舞台设备段。\n\n## Wiki 入库规范\n\n后续使用 Hermes URL 工作流时，不应只保存一个模型报告，而应至少拆成四层：\n\n- raw run：报告、用量、请求元数据，不包含密钥或视频 base64。\n- source card：时间码、模型状态、置信度、可用证据、不可用证据。\n- confirmation queue：所有说话人、身份、空间命名和动作顺序的不确定项。\n- synthesis / graph：只吸收高置信或已标注边界的观察。\n\n## Prompt 合同\n\n本工作流最有价值的输出不是散文，而是 role-action-dialogue ledger：\n\n```text\ntime -> role -> confidence -> visual anchor -> position -> action\n-> speech -> sound -> camera/light -> relation vector -> concept payoff\n```\n\n这正好补上当前 [四主角说话人归属](/research/hs-f6a49c1ddd72954c)、[角色合并错误](/research/hs-d1d53e12aaaaf8ad) 和 Part4 时间码源卡的缺口。\n\n## 安全边界\n\n本页和 Wiki 只记录工作流结构，不记录任何真实密钥、账号、session、代理配置或可复用凭据。其他软件要复用该 skill 时，应从本机环境变量读取自己的密钥，不能把密钥写进 skill、Wiki、命令历史或报告正文。","paragraphs":[{"id":"hs-b19fec3538536caf#p-47cc4ac4a33a8aee-1","anchor":"p-47cc4ac4a33a8aee-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-47cc4ac4a33a8aee-1","kind":"h2","headingPath":["MiMo 分析报告"],"text":"MiMo 分析报告","textSha256":"14e6e9790813cf4261306b8b4de8da6eaa9e2e093da91a790395f246f872340f","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-ce61ee9b3ee1af0d-1","anchor":"p-ce61ee9b3ee1af0d-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-ce61ee9b3ee1af0d-1","kind":"pre","headingPath":["MiMo 分析报告"],"text":"flowchart LR\n    VID[\"视频源\"] --> MIMO[\"MiMo 分析\"]\n    MIMO --> RPT[\"2026-05-05-Hermes-MiMo-UR\"]\n    MIMO --> EVD[\"证据\"]\n    style RPT fill:#7ee787,stroke:#7ee787,color:#000","textSha256":"af0e791d607c694753573922ff9de11cee1c9e96f72afa6cf90e49190f0ed844","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-22081954b379a5bf-1","anchor":"p-22081954b379a5bf-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-22081954b379a5bf-1","kind":"h2","headingPath":["Hermes MiMo URL 工作流升级"],"text":"Hermes MiMo URL 工作流升级","textSha256":"27cd6b66b6e13a73111c00144f4a26038fd1c65c8c7f52aca6648e94efc1c3f6","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-73f297b503025644-1","anchor":"p-73f297b503025644-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-73f297b503025644-1","kind":"h2","headingPath":["来源信息"],"text":"来源信息","textSha256":"fea0a600508c71c00f7999104ea87114db6e7e69adf1d6febdeaca44013993c2","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-cf29588a732d16c9-1","anchor":"p-cf29588a732d16c9-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-cf29588a732d16c9-1","kind":"p","headingPath":["来源信息"],"text":"本页收录 OpenClaw 对 Hermes mimo-video-analysis 工作流的吸收记录。它不是影片内容证据，而是后续如何更高效生成可复核 MiMo 视听证据的工作流证据。","textSha256":"3fb2db0751ae0f9568244896d13ed69c01edfd1b5d34921f913cb2722fa5c25a","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-1adb0545a3e8037e-1","anchor":"p-1adb0545a3e8037e-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-1adb0545a3e8037e-1","kind":"h2","headingPath":["核心升级"],"text":"核心升级","textSha256":"c040746dcf10923604afd6fc2a07d685b911c9f562cfd4d04858fe629386594f","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-5fed050de692a8b1-1","anchor":"p-5fed050de692a8b1-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-5fed050de692a8b1-1","kind":"p","headingPath":["核心升级"],"text":"此前 OpenClaw 更依赖本地片段的 Base64 方式，稳定但受大小限制。Hermes 新工作流改为：","textSha256":"a6590fea2b5c8b09eb8337289eca5bfd419ec8c7dca95c32ebf33d71d690110d","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-d023977c453cc0a0-1","anchor":"p-d023977c453cc0a0-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-d023977c453cc0a0-1","kind":"pre","headingPath":["核心升级"],"text":"本地切片\n-> 本地临时 HTTP 服务\n-> 临时公网 URL\n-> MiMo video_url 分析\n-> 报告 / 用量 / 请求元数据\n-> Wiki source card / 确认问题","textSha256":"89ba25c40d7b199a51d4ad95121673d81726b9b742a74cb368485660a281a488","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-5bb82ec67c5f9db4-1","anchor":"p-5bb82ec67c5f9db4-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-5bb82ec67c5f9db4-1","kind":"p","headingPath":["核心升级"],"text":"这个升级的实际意义是：更长、更大、更密的片段可以进入 MiMo 视频理解，尤其适合 Part4 公演段、公共浴池段、长镜头、多人声场和复杂舞台设备段。","textSha256":"5eb400c6a3c479e3d5155d6785b2a2da7c66c3d3dd8e1571ec2c715ca9b4ae24","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-2fbdc99ffc63ace3-1","anchor":"p-2fbdc99ffc63ace3-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-2fbdc99ffc63ace3-1","kind":"h2","headingPath":["Wiki 入库规范"],"text":"Wiki 入库规范","textSha256":"6cc2751691c9496fa0d76c0bc09fef72091a72a61d31d6f5d9bd9264039b0692","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-ccc665d9b81fcdb8-1","anchor":"p-ccc665d9b81fcdb8-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-ccc665d9b81fcdb8-1","kind":"p","headingPath":["Wiki 入库规范"],"text":"后续使用 Hermes URL 工作流时，不应只保存一个模型报告，而应至少拆成四层：","textSha256":"d3d9493f891301120858819a94a6abc5dcb364b18e0382984536ff4400cfa86c","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-831f52a37f5389ee-1","anchor":"p-831f52a37f5389ee-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-831f52a37f5389ee-1","kind":"li","headingPath":["Wiki 入库规范"],"text":"raw run：报告、用量、请求元数据，不包含密钥或视频 base64。","textSha256":"e769635e04015662d5b8bd07fe4c6b2c569c4cb64937c3cb678911340ed33bb9","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-496f1d6a25b44f10-1","anchor":"p-496f1d6a25b44f10-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-496f1d6a25b44f10-1","kind":"li","headingPath":["Wiki 入库规范"],"text":"source card：时间码、模型状态、置信度、可用证据、不可用证据。","textSha256":"7ed3b3c6e94896d0e0ff4a8c0bcfad5cd4e98053a4a8bba44a369904ab130cbe","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-85632594234146fc-1","anchor":"p-85632594234146fc-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-85632594234146fc-1","kind":"li","headingPath":["Wiki 入库规范"],"text":"confirmation queue：所有说话人、身份、空间命名和动作顺序的不确定项。","textSha256":"1e297bf93cd15d4b4f58bea29e81ebfa3489fbfcb845109e506cfbbc6f52dcd3","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-56406a2132dc8307-1","anchor":"p-56406a2132dc8307-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-56406a2132dc8307-1","kind":"li","headingPath":["Wiki 入库规范"],"text":"synthesis / graph：只吸收高置信或已标注边界的观察。","textSha256":"6eec118082b37ec751511a5337f190c6ba2c445331108ce80a6ac5912e548dd4","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-909d9f5b83d8ceee-1","anchor":"p-909d9f5b83d8ceee-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-909d9f5b83d8ceee-1","kind":"h2","headingPath":["Prompt 合同"],"text":"Prompt 合同","textSha256":"bcb5cc452250045c2091ad2353bdb99173ef86baf3b339ff42e56a984e8ee27e","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-6cac27ced32584c4-1","anchor":"p-6cac27ced32584c4-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-6cac27ced32584c4-1","kind":"p","headingPath":["Prompt 合同"],"text":"本工作流最有价值的输出不是散文，而是 role-action-dialogue ledger：","textSha256":"bc79511850fbc7922e7a5f3e960ce7912e44a6c325e21f5aea73c3f1411c1f96","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-5e7050111a6c1d3c-1","anchor":"p-5e7050111a6c1d3c-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-5e7050111a6c1d3c-1","kind":"pre","headingPath":["Prompt 合同"],"text":"time -> role -> confidence -> visual anchor -> position -> action\n-> speech -> sound -> camera/light -> relation vector -> concept payoff","textSha256":"1e74bbb0198843cf2b96c1c770639c859669499d0ce9dd2b93e37c6c2d0ebb21","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-dc22a884e4a13592-1","anchor":"p-dc22a884e4a13592-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-dc22a884e4a13592-1","kind":"p","headingPath":["Prompt 合同"],"text":"这正好补上当前 四主角说话人归属 、 角色合并错误 和 Part4 时间码源卡的缺口。","textSha256":"f7b0500e798dfeb27abfe554e5ca22ad266c6e913ff0e73c4fa0a22a0e2abef6","links":["https://a.p4theater.top/research/hs-d1d53e12aaaaf8ad","https://a.p4theater.top/research/hs-f6a49c1ddd72954c"],"images":[]},{"id":"hs-b19fec3538536caf#p-1d8777711d2f5d22-1","anchor":"p-1d8777711d2f5d22-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-1d8777711d2f5d22-1","kind":"h2","headingPath":["安全边界"],"text":"安全边界","textSha256":"13527e1b3be295c627764ef2059340d95ba2ff3e7dd5ae24d7bc705adc63102e","links":[],"images":[]},{"id":"hs-b19fec3538536caf#p-26a9012ba0a2f6dd-1","anchor":"p-26a9012ba0a2f6dd-1","url":"https://a.p4theater.top/research/hs-b19fec3538536caf#p-26a9012ba0a2f6dd-1","kind":"p","headingPath":["安全边界"],"text":"本页和 Wiki 只记录工作流结构，不记录任何真实密钥、账号、session、代理配置或可复用凭据。其他软件要复用该 skill 时，应从本机环境变量读取自己的密钥，不能把密钥写进 skill、Wiki、命令历史或报告正文。","textSha256":"200ec6d71e2193d7e46935506334fa837b3733dc949048edcc6ff56ffcba2993","links":[],"images":[]}]}