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Hermes v2026.3.17

2026-03-17 · GitHub 原文
# Hermes Agent v0.3.0 (v2026.3.17) **发布日期:** 2026年3月17日 > 流式传输、插件与提供商版本发布——统一实时令牌交付、一流的插件架构、基于 Vercel AI Gateway 重建的提供商系统、原生 Anthropic 提供商、智能审批、实时 Chrome CDP 浏览器连接、ACP IDE 集成、Honcho 记忆、语音模式、持久化 Shell,以及跨所有平台的 50 多个错误修复。 --- ## ✨ 亮点 - **统一流式传输基础设施** — 在 CLI 和所有网关平台实现逐令牌的实时交付。响应在生成时即开始流式传输,而非作为整体到达。([#1538](https://github.com/NousResearch/hermes-agent/pull/1538)) - **一流的插件架构** — 将 Python 文件放入 `~/.hermes/plugins/` 即可通过自定义工具、命令和钩子扩展 Hermes,无需 Fork。([#1544](https://github.com/NousResearch/hermes-agent/pull/1544), [#1555](https://github.com/NousResearch/hermes-agent/pull/1555)) - **原生 Anthropic 提供商** — 直接调用 Anthropic API,支持 Claude Code 凭据自动发现、OAuth PKCE 流程和原生提示缓存。无需 OpenRouter 中间商。([#1097](https://github.com/NousResearch/hermes-agent/pull/1097)) - **智能审批与 `/stop` 命令** — 受 Codex 启发的审批系统,可学习哪些命令是安全的并记住您的偏好。`/stop` 可立即终止当前代理运行。([#1543](https://github.com/NousResearch/hermes-agent/pull/1543)) - **Honcho 记忆集成** — 异步记忆写入、可配置的召回模式、会话标题集成和网关模式下的多用户隔离。由 @erosika 贡献。([#736](https://github.com/NousResearch/hermes-agent/pull/736)) - **语音模式** — CLI 中的一键通话、Telegram/Discord 中的语音留言、Discord 语音频道支持,以及通过 faster-whisper 实现的本地 Whisper 转录。([#1299](https://github.com/NousResearch/hermes-agent/pull/1299), [#1185](https://github.com/NousResearch/hermes-agent/pull/1185), [#1429](https://github.com/NousResearch/hermes-agent/pull/1429)) - **并发工具执行** — 多个独立的工具调用现在可通过 ThreadPoolExecutor 并行运行,显著降低多工具回合的延迟。([#1152](https://github.com/NousResearch/hermes-agent/pull/1152)) - **个人身份信息(PII)编辑** — 当启用 `privacy.redact_pii` 时,会在将上下文发送给 LLM 提供商前自动清除个人身份信息。([#1542](https://github.com/NousResearch/hermes-agent/pull/1542)) - **`/browser connect` 通过 CDP** — 通过 Chrome DevTools Protocol 将浏览器工具附加到正在运行的 Chrome 实例。可调试、检查并与已打开的页面交互。([#1549](https://github.com/NousResearch/hermes-agent/pull/1549)) - **Vercel AI Gateway 提供商** — 通过 Vercel 的 AI Gateway 路由 Hermes,以访问其模型目录和基础设施。([#1628](https://github.com/NousResearch/hermes-agent/pull/1628)) - **集中式提供商路由器** — 重建的提供商系统,包含 `call_llm` API、统一的 `/model` 命令、模型切换时自动检测提供商,以及针对辅助/委托客户端的直接端点覆盖。([#1003](https://github.com/NousResearch/hermes-agent/pull/1003), [#1506](https://github.com/NousResearch/hermes-agent/pull/1506), [#1375](https://github.com/NousResearch/hermes-agent/pull/1375)) - **ACP 服务器(IDE 集成)** — VS Code、Zed 和 JetBrains 现在可将 Hermes 作为代理后端连接,并支持完整的斜杠命令。([#1254](https://github.com/NousResearch/hermes-agent/pull/1254), [#1532](https://github.com/NousResearch/hermes-agent/pull/1532)) - **持久化 Shell 模式** — 本地和 SSH 终端后端可在工具调用间保持 Shell 状态——cd、环境变量和别名均会保留。由 @alt-glitch 贡献。([#1067](https://github.com/NousResearch/hermes-agent/pull/1067), [#1483](https://github.com/NousResearch/hermes-agent/pull/1483)) - **代理策略蒸馏(OPD)** — 新的 RL 训练环境,用于蒸馏代理策略,扩展 Atropos 训练生态系统。([#1149](https://github.com/NousResearch/hermes-agent/pull/1149)) --- ## 🏗️ 核心代理与架构 ### 提供商与模型支持 - **集中式提供商路由器**,配备 `call_llm` API 和统一的 `/model` 命令 — 无缝切换模型和提供商 ([#1003](https://github.com/NousResearch/hermes-agent/pull/1003)) - **Vercel AI Gateway** 提供商支持 ([#1628](https://github.com/NousResearch/hermes-agent/pull/1628)) - 通过 `/model` 切换模型时**自动检测提供商** ([#1506](https://github.com/NousResearch/hermes-agent/pull/1506)) - **直接端点覆盖**,适用于辅助和委托客户端 — 可将视觉/子代理调用指向特定端点 ([#1375](https://github.com/NousResearch/hermes-agent/pull/1375)) - **原生 Anthropic 辅助视觉** — 使用 Claude 的原生视觉 API,而非通过 OpenAI 兼容端点路由 ([#1377](https://github.com/NousResearch/hermes-agent/pull/1377)) - Anthropic OAuth 流程改进 — 自动运行 `claude setup-token`、重新认证、PKCE 状态持久化、身份指纹识别 ([#1132](https://github.com/NousResearch/hermes-agent/pull/1132), [#1360](https://github.com/NousResearch/hermes-agent/pull/1360), [#1396](https://github.com/NousResearch/hermes-agent/pull/1396), [#1597](https://github.com/NousResearch/hermes-agent/pull/1597)) - 修复 Claude 4.6 模型无 `budget_tokens` 时的自适应思维 — 由 @ASRagab 贡献 ([#1128](https://github.com/NousResearch/hermes-agent/pull/1128)) - 通过适配器修复 Anthropic 缓存标记 — 由 @brandtcormorant 贡献 ([#1216](https://github.com/NousResearch/hermes-agent/pull/1216)) - Anthropic 429/529 错误重试并向用户展示详情 — 由 @0xbyt4 贡献 ([#1585](https://github.com/NousResearch/hermes-agent/pull/1585)) - 修复 Anthropic 适配器 max_tokens、回退崩溃、代理 base_url — 由 @0xbyt4 贡献 ([#1121](https://github.com/NousResearch/hermes-agent/pull/1121)) - 修复 DeepSeek V3 解析器丢弃多个并行工具调用 — 由 @mr-emmett-one 贡献 ([#1365](https://github.com/NousResearch/hermes-agent/pull/1365), [#1300](https://github.com/NousResearch/hermes-agent/pull/1300)) - 接受未列出的模型并给出警告而非拒绝 ([#1047](https://github.com/NousResearch/hermes-agent/pull/1047), [#1102](https://github.com/NousResearch/hermes-agent/pull/1102)) - 对不支持的 OpenRouter 模型跳过推理参数 ([#1485](https://github.com/NousResearch/hermes-agent/pull/1485)) - MiniMax Anthropic API 兼容性修复 ([#1623](https://github.com/NousResearch/hermes-agent/pull/1623)) - 自定义端点 `/models` 验证和 `/v1` 基础 URL 建议 ([#1480](https://github.com/NousResearch/hermes-agent/pull/1480)) - 从 `custom_providers` 配置解析委托提供商 ([#1328](https://github.com/NousResearch/hermes-agent/pull/1328)) - Kimi 模型 additions 和 User-Agent 修复 ([#1039](https://github.com/NousResearch/hermes-agent/pull/1039)) - 为 Mistral 兼容性剥离 `call_id`/`response_item_id` ([#1058](https://github.com/NousResearch/hermes-agent/pull/1058)) ### 代理循环与对话 - **支持 Anthropic 上下文编辑 API** ([#1147](https://github.com/NousResearch/hermes-agent/pull/1147)) - 改进上下文压缩交接摘要 — 压缩器现在保留更多可操作状态 ([#1273](https://github.com/NousResearch/hermes-agent/pull/1273)) - 在运行时上下文压缩后同步 session_id ([#1160](https://github.com/NousResearch/hermes-agent/pull/1160)) - 会话卫生阈值调整为 50% 以实现更主动的压缩 ([#1096](https://github.com/NousResearch/hermes-agent/pull/1096), [#1161](https://github.com/NousResearch/hermes-agent/pull/1161)) - 通过 `--pass-session-id` 标志在系统提示中包含会话 ID ([#1040](https://github.com/NousResearch/hermes-agent/pull/1040)) - 防止重试时重复使用已关闭的 OpenAI 客户端 ([#1391](https://github.com/NousResearch/hermes-agent/pull/1391)) - 清理聊天负载和提供商优先级 ([#1253](https://github.com/NousResearch/hermes-agent/pull/1253)) - 处理来自 Codex 和本地后端的字典工具调用参数 ([#1393](https://github.com/NousResearch/hermes-agent/pull/1393), [#1440](https://github.com/NousResearch/hermes-agent/pull/1440)) ### 记忆与会话 - **改进记忆优先级** — 用户偏好和修正权重高于程序性知识 ([#1548](https://github.com/NousResearch/hermes-agent/pull/1548)) - 系统提示中更严格的记忆和会话召回指导 ([#1329](https://github.com/NousResearch/hermes-agent/pull/1329)) - 将 CLI 令牌计数持久化到会话数据库以供 `/insights` 使用 ([#1498](https://github.com/NousResearch/hermes-agent/pull/1498)) - 保持 Honcho 召回不在缓存的系统前缀中 ([#1201](https://github.com/NousResearch/hermes-agent/pull/1201)) - 修正 `seed_ai_identity` 以使用 `session.add_messages()` ([#1475](https://github.com/NousResearch/hermes-agent/pull/1475)) - 为多用户网关隔离 Honcho 会话路由 ([#1500](https://github.com/NousResearch/hermes-agent/pull/1500)) --- ## 📱 消息平台(网关) ### 网关核心 - **系统网关服务模式** — 作为系统级 systemd 服务运行,而不仅仅是用户级 ([#1371](https://github.com/NousResearch/hermes-agent/pull/1371)) - **网关安装范围提示** — 在设置期间选择用户或系统范围 ([#1374](https://github.com/NousResearch/hermes-agent/pull/1374)) - **推理热重载** — 无需重启网关即可更改推理设置 ([#1275](https://github.com/NousResearch/hermes-agent/pull/1275)) - 默认将会话分组为每个用户隔离 — 群聊中不再有跨用户的共享状态 ([#1495](https://github.com/NousResearch/hermes-agent/pull/1495), [#1417](https://github.com/NousResearch/hermes-agent/pull/1417)) - 强化网关重启恢复 ([#1310](https://github.com/NousResearch/hermes-agent/pull/1310)) - 在关闭期间取消活动运行 ([#1427](https://github.com/NousResearch/hermes-agent/pull/1427)) - NixOS 和非标准系统的 SSL 证书自动检测 ([#1494](https://github.com/NousResearch/hermes-agent/pull/1494)) - 在无头服务器上自动检测 `systemctl --user` 的 D-Bus 会话总线 ([#1601](https://github.com/NousResearch/hermes-agent/pull/1601)) - 在无头服务器上安装网关时自动启用 systemd linger ([#1334](https://github.com/NousResearch/hermes-agent/pull/1334)) - 当 `hermes` 不在 PATH 时回退到模块入口点 ([#1355](https://github.com/NousResearch/hermes-agent/pull/1355)) - 修复 macOS launchd 上 `hermes update` 后的双网关问题 ([#1567](https://github.com/NousResearch/hermes-agent/pull/1567)) - 从 systemd 单元中移除递归 ExecStop ([#1530](https://github.com/NousResearch/hermes-agent/pull/1530)) - 防止网关模式下的日志处理器累积 ([#1251](https://github.com/NousResearch/hermes-agent/pull/1251)) - 在可重试的启动失败时重启 — 由 @jplew 贡献 ([#1517](https://github.com/NousResearch/hermes-agent/pull/1517)) - 在代理运行后回填网关会话的模型 ([#1306](https://github.com/NousResearch/hermes-agent/pull/1306)) - 基于 PID 的网关终止和延迟配置写入 ([#1499](https://github.com/NousResearch/hermes-agent/pull/1499)) ### Telegram - 缓冲媒体组以防止照片连拍导致的自我中断 ([#1341](https://github.com/NousResearch/hermes-agent/pull/1341), [#1422](https://github.com/NousResearch/hermes-agent/pull/1422)) - 在连接和发送期间对临时 TLS 失败进行重试 ([#1535](https://github.com/NousResearch/hermes-agent/pull/1535)) - 强化轮询冲突处理 ([#1339](https://github.com/NousResearch/hermes-agent/pull/1339)) - 在 MarkdownV2 中转义块指示符和内联代码 ([#1478](https://github.com/NousResearch/hermes-agent/pull/1478), [#1626](https://github.com/NousResearch/hermes-agent/pull/1626)) - 在断开连接前检查更新器/应用状态 ([#1389](https://github.com/NousResearch/hermes-agent/pull/1389)) ### Discord - 带 `auto_thread` 配置和媒体元数据修复的 `/thread` 命令 ([#1178](https://github.com/NousResearch/hermes-agent/pull/1178)) - 在 @mention 时自动创建话题,在机器人话题中跳过提及文本 ([#1438](https://github.com/NousResearch/hermes-agent/pull/1438)) - 对系统消息无回复引用重试 ([#1385](https://github.com/NousResearch/hermes-agent/pull/1385)) - 保留原生文档和视频附件支持 ([#1392](https://github.com/NousResearch/hermes-agent/pull/1392)) - 延迟 Discord 适配器注释以避免可选导入崩溃 ([#1314](https://github.com/NousResearch/hermes-agent/pull/1314)) ### Slack - 线程处理大修 — 进度消息、响应和会话隔离均遵循线程 ([#1103](https://github.com/NousResearch/hermes-agent/pull/1103)) - 格式化、反应、用户解析和命令改进 ([#1106](https://github.com/NousResearch/hermes-agent/pull/1106)) - 修复 MAX_MESSAGE_LENGTH 3900 → 39000 ([#1117](https://github.com/NousResearch/hermes-agent/pull/1117)) - 文件上传回退保留线程上下文 — 由 @0xbyt4 贡献 ([#1122](https://github.com/NousResearch/hermes-agent/pull/1122)) - 改进设置指导 ([#1387](https://github.com/NousResearch/hermes-agent/pull/1387)) ### Email - 修复 IMAP UID 跟踪和 SMTP TLS 验证 ([#1305](https://github.com/NousResearch/hermes-agent/pull/1305)) - 通过 config.yaml 添加 `skip_attachments` 选项 ([#1536](https://github.com/NousResearch/hermes-agent/pull/1536)) ### Home Assistant - 默认关闭事件过滤 ([#1169](https://github.com/NousResearch/hermes-agent/pull/1169)) --- ## 🖥️ CLI 与用户体验 ### 交互式 CLI - **持久化 CLI 状态栏** — 始终可见的模型、提供商和令牌计数 ([#1522](https://github.com/NousResearch/hermes-agent/pull/1522)) - **输入提示中的文件路径自动补全** ([#1545](https://github.com/NousResearch/hermes-agent/pull/1545)) - **`/plan` 命令** — 从规范生成实施计划 ([#1372](https://github.com/NousResearch/hermes-agent/pull/1372), [#1381](https://github.com/NousResearch/hermes-agent/pull/1381)) - **重大 `/rollback` 改进** — 更丰富的检查点历史、更清晰的 UX ([#1505](https://github.com/NousResearch/hermes-agent/pull/1505)) - **启动时预加载 CLI 技能** — 技能在首次提示前就绪 ([#1359](https://github.com/NousResearch/hermes-agent/pull/1359)) - **集中式斜杠命令注册表** — 所有命令定义一次,随处消费 ([#1603](https://github.com/NousResearch/hermes-agent/pull/1603)) - `/bg` 作为 `/background` 的别名 ([#1590](https://github.com/NousResearch/hermes-agent/pull/1590)) - 斜杠命令前缀匹配 — `/mod` 解析为 `/model` ([#1320](https://github.com/NousResearch/hermes-agent/pull/1320)) - `/new`、`/reset`、`/clear` 现在启动真正全新的会话 ([#1237](https://github.com/NousResearch/hermes-agent/pull/1237)) - 接受会话 ID 前缀用于会话操作 ([#1425](https://github.com/NousResearch/hermes-agent/pull/1425)) - TUI 提示和强调输出遵循活动皮肤 ([#1282](https://github.com/NousResearch/hermes-agent/pull/1282)) - 在注册表中集中工具 emoji 元数据 + 皮肤集成 ([#1484](https://github.com/NousResearch/hermes-agent/pull/1484)) - 危险命令审批中新增“查看完整命令”选项 — 由 @teknium1 基于社区设计贡献 ([#887](https://github.com/NousResearch/hermes-agent/pull/887)) - 非阻塞启动更新检查和横幅去重 ([#1386](https://github.com/NousResearch/hermes-agent/pull/1386)) - `/reasoning` 命令输出排序和内联思考提取修复 ([#1031](https://github.com/NousResearch/hermes-agent/pull/1031)) - 详细模式显示完整未截断输出 ([#1472](https://github.com/NousResearch/hermes-agent/pull/1472)) - 修复 `/status` 以报告实时状态和令牌 ([#1476](https://github.com/NousResearch/hermes-agent/pull/1476)) - 播种默认全局 SOUL.md ([#1311](https://github.com/NousResearch/hermes-agent/pull/1311)) ### 设置与配置 - **首次设置时进行 OpenClaw 迁移** — 由 @kshitijk4poor 贡献 ([#981](https://github.com/NousResearch/hermes-agent/pull/981)) - `hermes claw migrate` 命令 + 迁移文档 ([#1059](https://github.com/NousResearch/hermes-agent/pull/1059)) - 尊重用户所选提供商的智能视觉设置 ([#1323](https://github.com/NousResearch/hermes-agent/pull/1323)) - 端到端处理无头设置流程 ([#1274](https://github.com/NousResearch/hermes-agent/pull/1274)) - 在 setup.py 中优先使用 curses 而非 `simple_term_menu` ([#1487](https://github.com/NousResearch/hermes-agent/pull/1487)) - 在 `/status` 中显示有效模型和提供商 ([#1284](https://github.com/NousResearch/hermes-agent/pull/1284)) - 配置集示例使用占位符语法 ([#1322](https://github.com/NousResearch/hermes-agent/pull/1322)) - 重新加载 .env 覆盖过时的 shell 覆盖 ([#1434](https://github.com/NousResearch/hermes-agent/pull/1434)) - 修复 is_coding_plan NameError 崩溃 — 由 @0xbyt4 贡献 ([#1123](https://github.com/NousResearch/hermes-agent/pull/1123)) - 向 setuptools 配置添加缺失的包 — 由 @alt-glitch 贡献 ([#912](https://github.com/NousResearch/hermes-agent/pull/912)) - 安装程序:阐明为何每次提示都需要 sudo ([#1602](https://github.com/NousResearch/hermes-agent/pull/1602)) --- ## 🔧 工具系统 ### 终端与执行 - **本地和 SSH 后端的持久化 Shell 模式** — 在工具调用间保持 Shell 状态 — 由 @alt-glitch 贡献 ([#1067](https://github.com/NousResearch/hermes-agent/pull/1067), [#1483](https://github.com/NousResearch/hermes-agent/pull/1483)) - **Tirith 预执行命令扫描** — 执行前分析命令的安全层 ([#1256](https://github.com/NousResearch/hermes-agent/pull/1256)) - 从所有子进程环境中剥离 Hermes 提供商环境变量 ([#1157](https://github.com/NousResearch/hermes-agent/pull/1157), [#1172](https://github.com/NousResearch/hermes-agent/pull/1172), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399), [#1419](https://github.com/NousResearch/hermes-agent/pull/1419)) — 初始修复由 @eren-karakus0 贡献 - SSH 预检 ([#1486](https://github.com/NousResearch/hermes-agent/pull/1486)) - Docker 后端:使 cwd 工作区挂载成为明确 opt-in ([#1534](https://github.com/NousResearch/hermes-agent/pull/1534)) - 在 execute_code 沙箱中将项目根目录添加到 PYTHONPATH ([#1383](https://github.com/NousResearch/hermes-agent/pull/1383)) - 消除网关平台上 execute_code 的进度垃圾信息 ([#1098](https://github.com/NousResearch/hermes-agent/pull/1098)) - 更清晰的 Docker 后端预检错误 ([#1276](https://github.com/NousResearch/hermes-agent/pull/1276)) ### 浏览器 - **`/browser connect`** — 通过 CDP 将浏览器工具附加到正在运行的 Chrome 实例 ([#1549](https://github.com/NousResearch/hermes-agent/pull/1549)) - 改进浏览器清理、本地浏览器 PATH 设置和截图恢复 ([#1333](https://github.com/NousResearch/hermes-agent/pull/1333)) ### MCP - **使用实用策略进行选择性工具加载** — 过滤哪些 MCP 工具可用 ([#1302](https://github.com/NousResearch/hermes-agent/pull/1302)) - 当 `mcp_servers` 配置更改时自动重新加载 MCP 工具而无需重启 ([#1474](https://github.com/NousResearch/hermes-agent/pull/1474)) - 解决 npx stdio 连接失败问题 ([#1291](https://github.com/NousResearch/hermes-agent/pull/1291)) - 保存平台工具配置时保留 MCP 工具集 ([#1421](https://github.com/NousResearch/hermes-agent/pull/1421)) ### 视觉 - 统一视觉后端门控 ([#1367](https://github.com/NousResearch/hermes-agent/pull/1367)) - 展示实际错误原因而非通用消息 ([#1338](https://github.com/NousResearch/hermes-agent/pull/1338)) - 使 Claude 图像处理端到端工作 ([#1408](https://github.com/NousResearch/hermes-agent/pull/1408)) ### Cron - **将 cron 管理压缩为一个工具** — 单个 `cronjob` 工具替换多个命令 ([#1343](https://github.com/NousResearch/hermes-agent/pull/1343)) - 抑制向自动交付目标发送重复 cron ([#1357](https://github.com/NousResearch/hermes-agent/pull/1357)) - 将会话 cron 持久化到 SQLite ([#1255](https://github.com/NousResearch/hermes-agent/pull/1255)) - 每作业运行时覆盖(提供商、模型、base_url)([#1398](https://github.com/NousResearch/hermes-agent/pull/1398)) - `save_job_output` 中的原子写入以防止崩溃时数据丢失 ([#1173](https://github.com/NousResearch/hermes-agent/pull/1173)) - 为 `deliver=origin` 保留线程上下文 ([#1437](https://github.com/NousResearch/hermes-agent/pull/1437)) ### 补丁工具 - 避免在 V4A 补丁应用中损坏管道字符 ([#1286](https://github.com/NousResearch/hermes-agent/pull/1286)) - 宽松的 `block_anchor` 阈值和 Unicode 规范化 ([#1539](https://github.com/NousResearch/hermes-agent/pull/1539)) ### 委托 - 向子代理结果添加可观测性元数据(模型、令牌、持续时间、工具跟踪)([#1175](https://github.com/NousResearch/hermes-agent/pull/1175)) --- ## 🧩 技能生态系统 ### 技能系统 - **将 skills.sh 作为中心源与 ClawHub 集成** ([#1303](https://github.com/NousResearch/hermes-agent/pull/1303)) - 加载时安全的技能环境设置 ([#1153](https://github.com/NousResearch/hermes-agent/pull/1153)) - 尊重危险判决的策略表 ([#1330](https://github.com/NousResearch/hermes-agent/pull/1330)) - 强化 ClawHub 技能搜索精确匹配 ([#1400](https://github.com/NousResearch/hermes-agent/pull/1400)) - 修复 ClawHub 技能安装 — 使用 `/download` ZIP 端点 ([#1060](https://github.com/NousResearch/hermes-agent/pull/1060)) - 避免将本地技能误标为内置 — 由 @arceus77-7 贡献 ([#862](https://github.com/NousResearch/hermes-agent/pull/862)) ### 新技能 - **Linear** 项目管理 ([#1230](https://github.com/NousResearch/hermes-agent/pull/1230)) - 通过 x-cli 实现 **X/Twitter** ([#1285](https://github.com/NousResearch/hermes-agent/pull/1285)) - **电话** — Twilio、短信和 AI 通话 ([#1289](https://github.com/NousResearch/hermes-agent/pull/1289)) - **1Password** — 由 @arceus77-7 贡献 ([#883](https://github.com/NousResearch/hermes-agent/pull/883), [#1179](https://github.com/NousResearch/hermes-agent/pull/1179)) - **NeuroSkill BCI** 集成 ([#1135](https://github.com/NousResearch/hermes-agent/pull/1135)) - 用于 3D 建模的 **Blender MCP** ([#1531](https://github.com/NousResearch/hermes-agent/pull/1531)) - **OSS 安全取证** ([#1482](https://github.com/NousResearch/hermes-agent/pull/1482)) - **并行 CLI** 研究技能 ([#1301](https://github.com/NousResearch/hermes-agent/pull/1301)) - **OpenCode** CLI 技能 ([#1174](https://github.com/NousResearch/hermes-agent/pull/1174)) - **ASCII 视频** 技能重构 — 由 @SHL0MS 贡献 ([#1213](https://github.com/NousResearch/hermes-agent/pull/1213), [#1598](https://github.com/NousResearch/hermes-agent/pull/1598)) --- ## 🎙️ 语音模式 - 语音模式基础 — CLI 中的一键通话、Telegram/Discord 语音留言 ([#1299](https://github.com/NousResearch/hermes-agent/pull/1299)) - 通过 faster-whisper 免费本地 Whisper 转录 ([#1185](https://github.com/NousResearch/hermes-agent/pull/1185)) - Discord 语音频道可靠性修复 ([#1429](https://github.com/NousResearch/hermes-agent/pull/1429)) - 恢复网关语音留言的本地 STT 回退 ([#1490](https://github.com/NousResearch/hermes-agent/pull/1490)) - 在整个网关转录中尊重 `stt.enabled: false` ([#1394](https://github.com/NousResearch/hermes-agent/pull/1394)) - 修复 Telegram 语音留言上的虚假无能力消息(问题 [#1033](https://github.com/NousResearch/hermes-agent/issues/1033)) --- ## 🔌 ACP(IDE 集成) - 恢复 ACP 服务器实现 ([#1254](https://github.com/NousResearch/hermes-agent/pull/1254)) - 在 ACP 适配器中支持斜杠命令 ([#1532](https://github.com/NousResearch/hermes-agent/pull/1532)) --- ## 🧪 RL 训练 - **代理策略蒸馏(OPD)环境** — 用于代理策略蒸馏的新 RL 训练环境 ([#1149](https://github.com/NousResearch/hermes-agent/pull/1149)) - 使 tinker-atropos RL 训练完全可选 ([#1062](https://github.com/NousResearch/hermes-agent/pull/1062)) --- ## 🔒 安全与可靠性 ### 安全加固 - **Tirith 预执行命令扫描** — 执行前对终端命令进行静态分析 ([#1256](https://github.com/NousResearch/hermes-agent/pull/1256)) - 启用 `privacy.redact_pii` 时进行**PII 编辑** ([#1542](https://github.com/NousResearch/hermes-agent/pull/1542)) - 从所有子进程环境中剥离 Hermes 提供商/网关/工具环境变量 ([#1157](https://github.com/NousResearch/hermes-agent/pull/1157), [#1172](https://github.com/NousResearch/hermes-agent/pull/1172), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399), [#1419](https://github.com/NousResearch/hermes-agent/pull/1419)) - Docker cwd 工作区挂载现在为明确 opt-in — 绝不自动挂载主机目录 ([#1534](https://github.com/NousResearch/hermes-agent/pull/1534)) - 在 fork 炸弹正则模式中转义括号和大括号 ([#1397](https://github.com/NousResearch/hermes-agent/pull/1397)) - 强化 `.worktreeinclude` 路径 containment ([#1388](https://github.com/NousResearch/hermes-agent/pull/1388)) - 使用描述作为 `pattern_key` 以防止审批冲突 ([#1395](https://github.com/NousResearch/hermes-agent/pull/1395)) ### 可靠性 - 保护初始化时 stdio 写入 ([#1271](https://github.com/NousResearch/hermes-agent/pull/1271)) - 会话日志写入重用共享原子 JSON 助手 ([#1280](https://github.com/NousResearch/hermes-agent/pull/1280)) - 原子临时清理在中断时受保护 ([#1401](https://github.com/NousResearch/hermes-agent/pull/1401)) --- ## 🐛 值得注意的错误修复 - **`/status` 始终显示 0 令牌** — 现在报告实时状态(问题 [#1465](https://github.com/NousResearch/hermes-agent/issues/1465), [#1476](https://github.com/NousResearch/hermes-agent/pull/1476)) - **自定义模型端点不工作** — 恢复配置保存的端点解析(问题 [#1460](https://github.com/NousResearch/hermes-agent/issues/1460), [#1373](https://github.com/NousResearch/hermes-agent/pull/1373)) - **MCP 工具在重启前不可见** — 配置更改时自动重新加载(问题 [#1036](https://github.com/NousResearch/hermes-agent/issues/1036), [#1474](https://github.com/NousResearch/hermes-agent/pull/1474)) - **`hermes tools` 移除 MCP 工具** — 保存时保留 MCP 工具集(问题 [#1247](https://github.com/NousResearch/hermes-agent/issues/1247), [#1421](https://github.com/NousResearch/hermes-agent/pull/1421)) - **终端子进程继承 `OPENAI_BASE_URL`** 破坏外部工具(问题 [#1002](https://github.com/NousResearch/hermes-agent/issues/1002), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399)) - **网关重启时后台进程丢失** — 改进恢复(问题 [#1144](https://github.com/NousResearch/hermes-agent/issues/1144)) - **Cron 作业不持久化状态** — 现在存储在 SQLite 中(问题 [#1416](https://github.com/NousResearch/hermes-agent/issues/1416), [#1255](https://github.com/NousResearch/hermes-agent/pull/1255)) - **Cronjob `deliver: origin` 不保留线程上下文**(问题 [#1219](https://github.com/NousResearch/hermes-agent/issues/1219), [#1437](https://github.com/NousResearch/hermes-agent/pull/1437)) - **网关 systemd 服务在浏览器进程孤立时无法自动重启**(问题 [#1617](https://github.com/NousResearch/hermes-agent/issues/1617)) - **Telegram 中 `/background` 完成报告被截断**(问题 [#1443](https://github.com/NousResearch/hermes-agent/issues/1443)) - **模型切换未生效**(问题 [#1244](https://github.com/NousResearch/hermes-agent/issues/1244), [#1183](https://github.com/NousResearch/hermes-agent/pull/1183)) - **`hermes doctor` 报告 cronjob 不可用**(问题 [#878](https://github.com/NousResearch/hermes-agent/issues/878), [#1180](https://github.com/NousResearch/hermes-agent/pull/1180)) - **从移动端未收到 WhatsApp 桥接消息**(问题 [#1142](https://github.com/NousResearch/hermes-agent/issues/1142)) - **设置向导在无头 SSH 上挂起**(问题 [#905](https://github.com/NousResearch/hermes-agent/issues/905), [#1274](https://github.com/NousResearch/hermes-agent/pull/1274)) - **日志处理器累积** 降低网关性能(问题 [#990](https://github.com/NousResearch/hermes-agent/issues/990), [#1251](https://github.com/NousResearch/hermes-agent/pull/1251)) - **网关数据库中 NULL 模型**(问题 [#987](https://github.com/NousResearch/hermes-agent/issues/987), [#1306](https://github.com/NousResearch/hermes-agent/pull/1306)) - **严格端点拒绝重放 tool_calls**(问题 [#893](https://github.com/NousResearch/hermes-agent/issues/893)) - **剩余硬编码 `~/.hermes` 路径** — 现在全部尊重 `HERMES_HOME`(问题 [#892](https://github.com/NousResearch/hermes-agent/issues/892), [#1233](https://github.com/NousResearch/hermes-agent/pull/1233)) - **委托工具与自定义推理提供商不工作**(问题 [#1011](https://github.com/NousResearch/hermes-agent/issues/1011), [#1328](https://github.com/NousResearch/hermes-agent/pull/1328)) - **技能守卫阻止官方技能**(问题 [#1006](https://github.com/NousResearch/hermes-agent/issues/1006), [#1330](https://github.com/NousResearch/hermes-agent/pull/1330)) - **设置在选择模型前写入提供商**(问题 [#1182](https://github.com/NousResearch/hermes-agent/issues/1182)) - **`GatewayConfig.get()` AttributeError 导致所有消息处理崩溃**(问题 [#1158](https://github.com/NousResearch/hermes-agent/issues/1158), [#1287](https://github.com/NousResearch/hermes-agent/pull/1287)) - **`/update` 以“command not found”硬失败**(问题 [#1049](https://github.com/NousResearch/hermes-agent/issues/1049)) - **图像分析静默失败**(问题 [#1034](https://github.com/NousResearch/hermes-agent/issues/1034), [#1338](https://github.com/NousResearch/hermes-agent/pull/1338)) - API `BadRequestError` 来自 `'dict'` 对象没有 `'strip'` 属性(问题 [#1071](https://github.com/NousResearch/hermes-agent/issues/1071)) - **斜杠命令需要精确全名** — 现在使用前缀匹配(问题 [#928](https://github.com/NousResearch/hermes-agent/issues/928), [#1320](https://github.com/NousResearch/hermes-agent/pull/1320)) - **终端关闭时网关在无头环境下停止响应**(问题 [#1005](https://github.com/NousResearch/hermes-agent/issues/1005)) --- ## 🧪 测试 - 覆盖空缓存的 Anthropic 工具调用回合 ([#1222](https://github.com/NousResearch/hermes-agent/pull/1222)) - 修复解析器和快速命令覆盖中的过时 CI 假设 ([#1236](https://github.com/NousResearch/hermes-agent/pull/1236)) - 修复无隐式事件循环的网关异步测试 ([#1278](https://github.com/NousResearch/hermes-agent/pull/1278)) - 使网关异步测试对 xdist 安全 ([#1281](https://github.com/NousResearch/hermes-agent/pull/1281)) - Cron 的跨时区朴素时间戳回归 ([#1319](https://github.com/NousResearch/hermes-agent/pull/1319)) - 隔离 Codex 提供商测试与本地环境 ([#1335](https://github.com/NousResearch/hermes-agent/pull/1335)) - 锁定重试替换语义 ([#1379](https://github.com/NousResearch/hermes-agent/pull/1379)) - 改进会话搜索工具中的错误日志记录 — 由 @aydnOktay 贡献 ([#1533](https://github.com/NousResearch/hermes-agent/pull/1533)) --- ## 📚 文档 - 综合 SOUL.md 指南 ([#1315](https://github.com/NousResearch/hermes-agent/pull/1315)) - 语音模式文档 ([#1316](https://github.com/NousResearch/hermes-agent/pull/1316), [#1362](https://github.com/NousResearch/hermes-agent/pull/1362)) - 提供商贡献指南 ([#1361](https://github.com/NousResearch/hermes-agent/pull/1361)) - ACP 和内部系统实现指南 ([#1259](https://github.com/NousResearch/hermes-agent/pull/1259)) - 扩展 Docusaurus 覆盖 CLI、工具、技能和皮肤 ([#1232](https://github.com/NousResearch/hermes-agent/pull/1232)) - 终端后端和 Windows 故障排除 ([#1297](https://github.com/NousResearch/hermes-agent/pull/1297)) - 技能中心参考部分 ([#1317](https://github.com/NousResearch/hermes-agent/pull/1317)) - 检查点、/rollback 和 git worktrees 指南 ([#1493](https://github.com/NousResearch/hermes-agent/pull/1493), [#1524](https://github.com/NousResearch/hermes-agent/pull/1524)) - CLI 状态栏和 /usage 参考 ([#1523](https://github.com/NousResearch/hermes-agent/pull/1523)) - 回退提供商 + /background 命令文档 ([#1430](https://github.com/NousResearch/hermes-agent/pull/1430)) - 网关服务范围文档 ([#1378](https://github.com/NousResearch/hermes-agent/pull/1378)) - Slack 线程回复行为文档 ([#1407](https://github.com/NousResearch/hermes-agent/pull/1407)) - 重新设计的落地页,采用 Nous 蓝色调色板 — 由 @austinpickett 贡献 ([#974](https://github.com/NousResearch/hermes-agent/pull/974)) - 修复多个文档拼写错误 — 由 @JackTheGit 贡献 ([#953](https://github.com/NousResearch/hermes-agent/pull/953)) - 稳定网站图表 ([#1405](https://github.com/NousResearch/hermes-agent/pull/1405)) - README 中的 CLI 与消息快速参考 ([#1491](https://github.com/NousResearch/hermes-agent/pull/1491)) - 为 Docusaurus 添加搜索 ([#1053](https://github.com/NousResearch/hermes-agent/pull/1053)) - Home Assistant 集成文档 ([#1170](https://github.com/NousResearch/hermes-agent/pull/1170)) --- ## 👥 贡献者 ### 核心 - **@teknium1** — 220+ 个 PR,涵盖代码库的每个领域 ### 顶级社区贡献者 - **@0xbyt4** (4 个 PR) — Anthropic 适配器修复(max_tokens、回退崩溃、429/529 重试)、Slack 文件上传线程上下文、设置 NameError 修复 - **@erosika** (1 个 PR) — Honcho 记忆集成:异步写入、记忆模式、会话标题集成 - **@SHL0MS** (2 个 PR) — ASCII 视频技能设计模式与重构 - **@alt-glitch** (2 个 PR) — 本地/SSH 后端的持久化 Shell 模式、setuptools 打包修复 - **@arceus77-7** (2 个 PR) — 1Password 技能、修复技能列表误标 - **@kshitijk4poor** (1 个 PR) — 设置向导期间的 OpenClaw 迁移 - **@ASRagab** (1 个 PR) — 修复 Claude 4.6 模型的自适应思维 - **@eren-karakus0** (1 个 PR) — 从子进程环境中剥离 Hermes 提供商环境变量 - **@mr-emmett-one** (1 个 PR) — 修复 DeepSeek V3 解析器多工具调用支持 - **@jplew** (1 个 PR) — 在可重试的启动失败时网关重启 - **@brandtcormorant** (1 个 PR) — 修复空文本块的 Anthropic 缓存控制 - **@aydnOktay** (1 个 PR) — 改进会话搜索工具中的错误日志记录 - **@austinpickett** (1 个 PR) — 采用 Nous 蓝色调色板的落地页重新设计 - **@JackTheGit** (1 个 PR) — 文档拼写错误修复 ### 所有贡献者 @0xbyt4, @alt-glitch, @arceus77-7, @ASRagab, @austinpickett, @aydnOktay, @brandtcormorant, @eren-karakus0, @erosika, @JackTheGit, @jplew, @kshitijk4poor, @mr-emmett-one, @SHL0MS, @teknium1 --- **完整更新日志**:[v2026.3.12...v2026.3.17](https://github.com/NousResearch/hermes-agent/compare/v2026.3.12...v2026.3.17)