DeepSeek Harness

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• 贡献
• DeepSeek Harness
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• 安全
• .agents
  • Agent Notes
    • Agent Notes
    • archived
      • architecture
        • Agent Note: Custom typed tool-schema DSL instead of schemastery
        • Agent Note: 使用自定义类型化工具 schema DSL 替代 schemastery
        • Agent Note: Runtime arg validation at the model boundary
        • Agent Note: 模型边界处的运行时参数校验
        • Agent Note: Structured error taxonomy
        • Agent Note: 结构化错误分类体系
        • Agent Note: Tool schemas are part of the system-prompt assembly
        • Agent Note: 工具 schema 是系统提示词组装的一部分
        • Agent Note: Every session event is enclosed in a turn
        • Agent Note: 每个会话事件都封闭在一个轮次内
        • Agent Note: Filesystem capability seam — ctx.fs, local backend, and model-facing filesystem tools
        • Agent Note: 文件系统能力 seam——ctx.fs、本地后端与面向模型的文件系统工具
        • Agent Note: Agent lifecycle and ownership contracts
        • Agent Note: Agent 生命周期与所有权约定
        • Agent Note: Shared persistence write coordinator
        • Agent Note: 共享持久化写入协调器
        • Agent Note: Branded IDs everywhere they belong
        • Agent Note: 在所有应有之处使用 branded ID
        • Agent Note: Extract example apps into packages
        • Agent Note: 将示例应用提取为独立包
        • Agent Note: Reorganize packages into a modular hierarchy
        • Agent Note: 将包重组为模块化层级结构
        • Agent Note: stdin + extra env on the bash seam
        • Agent Note: 在 bash seam 上支持 stdin 与额外 env
        • Agent Note: Resolve filesystem paths against the caller's session cwd
        • Agent Note: 相对文件系统路径按调用方的会话 cwd 解析
        • Agent Note: Result-time applied-hunk diffs for file mutations
        • Agent Note: 结果时刻的 applied-hunk diff 用于文件变更
        • Agent Note: Add direct directory listing to the filesystem seam
        • Agent Note: 为文件系统 seam 添加直接目录列举能力
        • Agent Note: Subagent provider-lifecycle events — subagent/provider-added / subagent/provider-removed
        • Agent Note: Subagent 提供方生命周期事件——subagent/provider-added / subagent/provider-removed
        • Agent Note: Windows write-permission semantics — inherited DACLs, not mode bits
        • Agent Note: Windows 写入权限语义：继承 DACL，而非权限模式位
        • Agent Note: Tool result retention library
        • Agent Note: 工具结果保留库
        • Agent Note: Shared scoped-layer storage
        • Agent Note: 共享作用域分层存储
        • Agent Note: Advisory LLM catalogs and per-session ACP model selection
        • Agent Note: 建议性 LLM 目录与 ACP 会话级模型选择
        • Agent Note: LSP capability seam and model-facing query tool
        • Agent Note: LSP 能力 seam 与面向模型的查询工具
        • Agent Note: Replay token meter service
        • Agent Note: 回放式 token 计量服务
        • Agent Note: One-shot startup cleanup for local spill files
        • Agent Note: 本地 spill 文件的一次性启动清理
        • DeepSeek Harness
        • Agent Note: GUI 分层与 RPC 协议——host/client 按能力提供方分层、四象限消息模型与 fetch 载体
        • Agent Note: Package-owned invariant service contract
        • Agent Note: 包拥有的不变式服务约定
        • Agent Note: todo event types belong to their producer
        • Agent Note: todo 事件类型归其生产方所有
        • Agent Note: Effect-owned TUI interactive extensions
        • Agent Note: 由 effect 持有的 TUI 交互扩展
        • Agent Note: Unify agent delivery on send(target × wakeup) and coalesce injected context into user/message
        • Agent Note: 将 agent 投递统一到 send(target × wakeup) 并把注入的上下文合并进 user/message
        • Agent Note: Toolview dissolution — tool rows are per-view keyed slots
        • Agent Note: toolview 溶解——工具行即 per-view keyed slot
        • Agent Note: Unified session query service
        • Agent Note: 统一会话查询服务
        • Agent Note: Adapter-owned reasoning effort capabilities
        • Agent Note: 适配器持有的推理强度能力
        • Agent Note: Parse dsh argv through one Commander adapter
        • Agent Note: 通过单个 Commander 适配器解析 dsh 的 argv
        • Agent Note: Web command business surfaces and assembly (ui-commands / ui-skill / ui-subagent)
        • Agent Note: Web 命令业务面与装配（ui-commands / ui-skill / ui-subagent）
        • DeepSeek Harness
        • Agent Note: Web 输入状态机、composer slot 与 slash 流水线（ui-conversation input / ui-input-trigger）
        • Agent Note: The job registry is a capability seam (dsh-jobs / dsh-jobs-local)
        • Agent Note: 任务注册表是一个能力 seam（dsh-jobs / dsh-jobs-local）
        • Agent Note: Make packed chunk rows the default JSONL layout
        • Agent Note: 将打包分片行设为默认 JSONL 布局
        • DeepSeek Harness
        • Agent Note: 进程服务是 bash 执行器之下的独立 seam（dsh-subprocess / dsh-subprocess-local）
        • Agent Note: The dispose ladder belongs to its consumer, not the subprocess seam
        • Agent Note: dispose 阶梯归其消费方所有，而非 subprocess seam
        • Agent Note: dsh-tui chat channel module split
        • Agent Note: dsh-tui 聊天通道模块拆分
        • Agent Note: Consolidated TUI presentation and navigation
        • Agent Note: 统一的 TUI 呈现与导航
        • Agent Note: A capability-discriminated directory-picker seam for the web-GUI host
        • Agent Note: web GUI 宿主的能力可辨识目录选择 seam
        • Agent Note: Native TypeScript source launch for dsh
        • Agent Note: dsh 原生 TypeScript 源码启动
        • Agent Note: user-settings seam (ctx.settings) and the file provider
        • Agent Note: 用户设置 seam（ctx.settings）与文件提供方
        • Agent Note: Regroup packages/ by measured clustering
        • Agent Note: 按实测聚类重新划分 packages/ 分组
        • Agent Note: request-level LLM configuration and the credential seam
        • Agent Note: 请求级 LLM 配置与凭据 seam
        • Agent Note: Adapter-owned max-token defaults
        • Agent Note: 适配器持有的最大 token 默认值
        • Agent Note: Full client copy rollout onto the typed locale seat
        • Agent Note: client 文案全量接入 typed locale 席位
        • Agent Note: Command row copy is split between the row and the handler
        • Agent Note: 命令条目文案分别由条目与 handler 负责
        • Agent Note: what the configuration plane exposes, and who may overwrite what
        • Agent Note: 配置面暴露什么，以及谁有权覆盖什么
        • Agent Note: settings write-path integrity and observer lifecycle
        • Agent Note: settings 写路径完整性与观察者生命周期
        • Agent Note: the web configuration plane
        • Agent Note: web 配置平面
        • Agent Note: the code-runtime seam owns portable-identifier exclusions
        • Agent Note: code-runtime seam 拥有可移植标识符排除集
        • Agent Note: Packaged ripgrep spawn for glob/grep
        • Agent Note: glob/grep 改用打包的 ripgrep 二进制直接 spawn
        • Agent Note: pi-ai routes are declared providers, not catalog lookups
        • Agent Note: pi-ai 路由是被声明的提供方，而不是 catalog 查表
        • Agent Note: Splitting the credential store from the user environment layer
        • Agent Note: 把凭据存储与用户环境层拆开
        • Agent Note: Declaring a provider from the Models page
        • Agent Note: 在 Models 页上声明一个提供方
        • Agent Note: WebSocket carrier for browser downlinks
        • Agent Note: 浏览器下行 WebSocket 载体
        • Agent Note: Large-session JSONL restore pipeline
        • Agent Note: 大型会话 JSONL 恢复流水线
        • Agent Note: Reusable Session preparation before publication
        • Agent Note: 发布前可复用的 Session 准备阶段
        • Agent Note: Slot declaration injection and reload lifetimes
        • Agent Note: slot 声明注入与重载生命周期
        • Agent Note: Agent-scoped events dispatch a single payload object
        • Agent Note: Agent 作用域事件 dispatch 单个 payload 对象
        • Agent Note: Apps own their command line through ctx.cmdlineArgs
        • Agent Note: 应用通过 ctx.cmdlineArgs 持有自己的命令行
        • Agent Note: Subagent list identity via the projection unit
        • Agent Note: subagent 列表经投影单元读取身份
        • Agent Note: Incremental streaming markdown through a direct mdast renderer
        • Agent Note: 经由直接 mdast 渲染器的增量流式 Markdown
        • Agent Note: Web shell dist chunk split and directory layout
        • Agent Note: Web 壳产物的分片拆分与目录布局
        • Agent Note: Shared anonymous user id across telemetry, feedback, and DeepSeek requests
        • Agent Note: 遥测、反馈与 DeepSeek 请求共享匿名用户 id
        • Agent Note: Bounded session persistence write batching
        • Agent Note: 为会话持久化写入批处理设定上界
        • Agent Note: Client Tool presentation ownership
        • Agent Note: Client 工具展示所有权
        • Agent Note: Per-preset standing mounts over a scope parent chain
        • Agent Note: 基于作用域父链的逐预设常驻挂载
        • Agent Note: An independent Events backstop closes the cordis-surface exhaustiveness gap
        • Agent Note: 独立的 Events 兜底扫描补上 Cordis 表面完备性缺口
        • Agent Note: headless is a direct core entry point
        • Agent Note: headless 是直接使用核心服务的入口
        • Agent Note: The skill registry is host-held and layered per scope
        • Agent Note: skill 注册表由宿主持有并按 scope 分层
        • Agent Note: Lifecycle-bound message feedback sidecar
        • Agent Note: 绑定生命周期的消息反馈伴随记录
        • Agent Note: Product subagent providers live in the shared profile host
        • Agent Note: 产品 subagent 提供方位于共享 profile 宿主
        • Agent Note: Place unary browser operations on owning Remote services
        • Agent Note: 将一元浏览器操作放到所属 Remote 服务
        • Agent Note: Trim the command-line seams to existing interfaces
        • Agent Note: 把命令行接缝收窄到既有接口
        • Agent Note: Loader interpolates the entry disabled field
        • Agent Note: Loader 插值条目 disabled 字段
        • Agent Note: Feature-owned tabs in Plugins settings
        • Agent Note: “插件”设置中的功能自有标签页
        • Agent Note: Persistent pwsh over the terminal seam on Windows
        • Agent Note: Windows 上基于 terminal seam 的持久化 pwsh
        • Agent Note: Repository naming contract and pre-release rename ledger
        • Agent Note: 仓库命名约定与预发布重命名清单
        • Agent Note: Trajectory assembly from registered Conversation Contexts
        • Agent Note: Trajectory 基于注册式 Conversation Context 组装数据
        • Agent Note: A pi-ai model declares its own input modalities, and undeclared means text
        • Agent Note: pi-ai 模型自行声明输入模态，未声明即为文本
        • Agent Note: Plugin-owned settings surface
        • Agent Note: 由插件自己拥有的设置表层
        • Agent Note: Session content search ships opt-in through openAt never
        • Agent Note: 会话内容搜索通过 openAt never 以 opt-in 方式交付
        • Agent Note: Carry packed chunk rows through session history
        • Agent Note: 在会话历史中传输打包分片行
        • Agent Note: Dynamic client render and attachment ownership
        • Agent Note: 客户端渲染与附件呈现的动态归属
        • Agent Note: Settings describe mirror
        • Agent Note: Settings describe 镜像
        • Agent Note: Build-time public environment variables for client business code
        • Agent Note: Client 业务代码使用构建期公开环境变量
        • Agent Note: SQLite physical chunk-row compression
        • Agent Note: SQLite 物理分片行压缩
        • Agent Note: Mark experimental packages in npm names
        • Agent Note: 在 npm 名中标记实验性包
        • Agent Note: Projection cache as per-session files
        • Agent Note: 投影缓存改为每会话文件
        • Agent Note: Separate session projection state from client views
        • Agent Note: 拆分会话投影状态与客户端视图
        • Agent Note: Windows sandbox process primitives have one low-level owner
        • Agent Note: Windows sandbox process primitives 只有一个低层 owner
        • Agent Note: structured index injection table (webserver/index-inject)
        • Agent Note: 结构化 index 注入表（webserver/index-inject 事件）
        • Agent Note: per-PR preview deployments on Cloudflare Pages
        • Agent Note: 每 PR 预览部署上 Cloudflare Pages
        • Agent Note: Web composer as a Lexical editor (chips as atomic nodes)
        • Agent Note: Web 输入框改为 Lexical 编辑器（chip 为原子节点）
        • Agent Note: the worker's Node face — builtins, VFS, and the shell process layer
        • Agent Note: worker 的 Node 面——builtin、VFS 与 shell 进程层
        • Agent Note: pack-time lowering and the single-build preview
        • Agent Note: pack 期 lowering 与单构建 preview
        • Agent Note: Session log reads state their materialization cost
        • Agent Note: 会话日志读取显式表达物化成本
        • Agent Note: Cross-realm CDP inspector
        • Agent Note: 跨 realm CDP Inspector
        • Agent Note: Python SDK runtime through the dsh profile launcher
        • Agent Note: 通过 dsh profile 启动器运行 Python SDK 运行时
        • Agent Note: Python SDK Windows x64 runtime
        • Agent Note: Python SDK Windows x64 运行时
        • Agent Note: Web Worker VFS watching and CLI-compatible confinement
        • Agent Note: Web Worker VFS 监听与 CLI 兼容 confinement
        • Agent Note: Cordis runtime tree inspection
        • Agent Note: Cordis 运行时树检查
        • Agent Note: Standalone sdk-minimal profile under dsh
        • Agent Note: dsh 下的独立 sdk-minimal profile
        • Agent Note: JSONL persistence compression latency
        • Agent Note: JSONL 持久化压缩延迟
        • Agent Note: Rename code-mode to ptc — the transport is named PTC, user-facing copy says PTC mode
        • Agent Note: 将 code-mode 重命名为 ptc——传输层命名为 PTC，用户文案使用 PTC mode
        • Agent Note: Centralize sparse first-party prompt-section orders
        • Agent Note: 集中管理稀疏的 first-party 提示词段顺序
        • Agent Note: Inspector execution realms and protocol planes
        • Agent Note: Inspector 执行环境与协议平面
        • Agent Note: Local submission echoes over the prompt rpcId
        • Agent Note: 基于 prompt rpcId 的本地提交回显
        • Agent Note: Models-page extension slots
        • Agent Note: Models 页扩展插槽
        • Agent Note: Preset health resolves the rows it can prove will start
        • Agent Note: Preset health resolves the rows it can prove will start
        • Agent Note: Inspector development mount
        • Agent Note: Inspector 开发挂载
        • Agent Note: Process-table snapshots replace per-question inspector reads
        • Agent Note: Process-table snapshots replace per-question inspector reads
        • Agent Note: The plugin inventory carries every agent preset's composition
        • Agent Note: 插件清单携带每个 Agent 预设的组合
        • Agent Note: Live assistant stream frames remain separate from the session log
        • Agent Note: 实时 assistant 流帧与 Session log 保持分离
        • Agent Note: Distinguish Session event identities from log offsets
        • Agent Note: 区分 Session 事件身份与日志偏移
        • Agent Note: Viewport-activated syntax highlighting
        • Agent Note: 视口激活的语法高亮
        • Agent Note: Streamed tool-call identity survives empty continuation deltas
        • Agent Note: 流式工具调用身份不被空续传分片抹除
        • Agent Note: Reading protocol-specific model listings
        • Agent Note: 读取协议特定的模型列表
      • bug-fix
        • Agent Note: Preserve Windows DACLs during atomic file replacement
        • Agent Note: Windows 原子文件替换期间保留 DACL
        • Agent Note: Keep the Code Mode result card complete
        • Agent Note: 保证 Code Mode 结果卡片内容完整
        • Agent Note: A config hot-reload must not kill or degrade a live app
        • Agent Note: 配置热重载不得杀死或降级正在运行的应用
        • Agent Note: Render error cause chains at every diagnostic boundary
        • Agent Note: 在每个诊断边界渲染错误 cause 链
        • Agent Note: The summarization call replays the conversation prefix for KV-cache reuse
        • Agent Note: 摘要调用回放对话前缀以复用 KV Cache
        • Agent Note: Semantic session checkpoints
        • Agent Note: 语义会话检查点
        • Agent Note: A collapsed sidebar retains its control rail
        • Agent Note: 侧边栏折叠后保留控制栏
        • Agent Note: Classify pi-ai transport truncations from flattened message text
        • Agent Note: 从扁平化的消息文本中分类 pi-ai 传输层截断
        • Agent Note: demo:web builds the client plugin bundles
        • Agent Note: demo:web 构建客户端插件的打包产物
        • Agent Note: Thinking rows use one disclosure target
        • Agent Note: thinking 行使用单一展开目标
        • Agent Note: TUI generic-card Markdown rendering
        • Agent Note: TUI 通用卡片的 Markdown 渲染
        • Agent Note: Empty model completions are retryable EMPTYRESPONSE failures
        • Agent Note: 空模型补全是可重试的 EMPTYRESPONSE 失败
        • Agent Note: Recursive Python SDK session notifications
        • Agent Note: Python SDK 递归会话通知
        • Agent Note: TUI presents a reason for every turn-end kind
        • Agent Note: TUI 为每种轮次结束 kind 呈现原因
        • Agent Note: Intent draft echoes in the same tick
        • Agent Note: Intent draft echoes in the same tick
        • Agent Note: Sample over-cap glob results across the tree
        • Agent Note: 跨目录树采样超出上限的 glob 结果
        • Agent Note: Question-composer option rows are scroll content, not the slack absorber
        • Agent Note: 提问 composer 的选项行是滚动内容，而非空间不足时的吸收方
        • Agent Note: Stable snapshot refresh volatiles
        • Agent Note: 稳定快照刷新中的易变值
        • Agent Note: Tool-card single-row fields render inline
        • Agent Note: 工具卡片的单行字段以内联方式渲染
        • Agent Note: TUI diff card dropped the duplicated file path
        • Agent Note: TUI diff 卡片重复打印文件路径
        • Agent Note: TUI step timing trails the step's last message
        • Agent Note: TUI 步骤计时跟在该步骤最后一条消息之后
        • Agent Note: The scrollbar tokens get their consumer, and the workspace list reserves its gutter
        • Agent Note: 滚动条 token 有了消费方，工作区列表预留出滚动条空位
        • Agent Note: Web agents receive explicit runtime context
        • Agent Note: Web agent 获得显式运行时上下文
        • Agent Note: Web conversation UI polish sweep
        • Agent Note: Web 对话 UI 视觉优化
        • Agent Note: Web GUI changes close the loop on the existing URL
        • Agent Note: Web GUI 改动在现有 URL 上闭环
        • Agent Note: Atomic Web image admission
        • Agent Note: Web 图片准入的原子性
        • Agent Note: The human transcript projects append-origin events
        • Agent Note: 人类可读记录投影追加来源的事件
        • Agent Note: Isolate pnpm setup per GitHub Actions runner
        • Agent Note: 按 GitHub Actions runner 隔离 pnpm 设置
        • Agent Note: Fixed header, sticky composer inside the transcript scrollport
        • Agent Note: 固定标题栏，sticky 编辑器位于 transcript（文本记录）滚动容器内
        • Agent Note: Web details follow the current Session lifecycle
        • Agent Note: Web 详情栏遵循当前会话生命周期
        • Agent Note: The approval takeover shares the composer's text cap
        • Agent Note: 审批接管面板与输入框共用同一文本高度上限
        • Agent Note: Bound overwrite contextual-diff bases at the provider
        • Agent Note: 在提供方限制覆写上下文 diff 基础
        • Agent Note: Composer context stack order
        • Agent Note: Composer 上下文堆栈顺序
        • Agent Note: Hover popup pointer grace
        • Agent Note: 悬浮弹层的指针宽限期
        • Agent Note: Multi-select custom answer composition
        • Agent Note: 多选题自定义答案组合
        • Agent Note: Source checkout paths do not define working directories
        • Agent Note: 源码 checkout 路径不定义工作目录
        • Agent Note: TUI model-context resolution defers on the adapter-registration race
        • Agent Note: TUI 模型上下文解析在适配器注册竞争时延后重试
        • Agent Note: Web details default closed
        • Agent Note: Web 详情栏默认关闭
        • Agent Note: The browser conversation is a log-ordered human transcript
        • Agent Note: 浏览器会话是按日志顺序投影的人类对话记录
        • Agent Note: Settlement, framing, and lifecycle fixes in the CPython backend
        • DeepSeek Harness
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        • Agent Note: CPython 后端中的结算、分帧与生命周期修复
        • DeepSeek Harness
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        • Agent Note: The composer's two text layers share one scrollport
        • Agent Note: composer 的两层文本共用同一个滚动容器
        • Agent Note: Compaction checkpoints use an English engineering register
        • Agent Note: 压缩检查点使用英语工程文体
        • Agent Note: Fork anchor floors to an event seq
        • Agent Note: fork 锚点向下取整到事件 seq
        • Agent Note: Hero stays visible while a blank session opens
        • Agent Note: 空白会话打开期间保持 hero 可见
        • Agent Note: Resume selector folds titles only
        • Agent Note: 恢复选择器只折叠标题
        • Agent Note: Same-basename Workspace adoption
        • Agent Note: 接纳 basename 相同的 Workspace
        • Agent Note: TUI diff context lines stay neutral
        • Agent Note: TUI diff 上下文行保持中性
        • Agent Note: Web stop preserves pending Queue
        • Agent Note: Web 停止操作保留待处理 Queue
        • Agent Note: Reject human interaction from runtime-owned subagents
        • Agent Note: 拒绝运行时中归属于其他 agent 的 subagent 向人类发起交互
        • Agent Note: Goal-round wrap-up message
        • Agent Note: Goal Round 收尾消息
        • Agent Note: Message fork actions require a completed turn tail
        • Agent Note: 消息 fork 操作要求消息位于已完成轮次尾部
        • Agent Note: Todo-first composer context order
        • Agent Note: Todo 优先的 composer 上下文顺序
        • Agent Note: HMR's initial scan deadlocked a failing boot into a silent exit 13
        • Agent Note: HMR 初始扫描使失败的启动死锁为静默的 exit 13
        • Agent Note: TUI long-session render costs — shared step-timing scan and card line caches
        • Agent Note: TUI 长会话渲染开销：共享步骤耗时扫描与卡片行缓存
        • Agent Note: The conversation column reserves one scrollbar gutter for every view
        • Agent Note: 会话列为每个视图预留同一条滚动条槽
        • Agent Note: Large history provenance is scanned without argument expansion
        • Agent Note: 大规模历史记录的溯源信息通过扫描处理，不做参数展开
        • Agent Note: the context meter could not see a compaction
        • Agent Note: 上下文仪表看不见压缩
        • Agent Note: Turn-tail IconActions require a completed turn
        • Agent Note: 轮次尾部 IconActions 要求轮次已完成
        • Agent Note: Workspace New Session reuse hijacked cwd-matching unaccounted blank sessions
        • Agent Note: 工作区新建会话复用了 cwd 匹配但未入账的空白会话
        • Agent Note: Validate API key format before it reaches an HTTP header
        • Agent Note: 在 API Key 进入 HTTP header 之前校验其格式
        • Agent Note: listagents uses ready for resumable children
        • Agent Note: listagents uses ready for resumable children
        • Agent Note: onboarding takeover chrome moves into the step
        • Agent Note: 首次使用引导的接管界面框架移入步骤自身
        • Agent Note: narrow-viewport plan chip click-area regression test
        • Agent Note: 窄视口下 Plan chip 点击区域回归测试
        • Agent Note: Recoverable provider credential lifecycle
        • Agent Note: 可恢复的提供方凭据生命周期
        • Agent Note: Reader scroll attribution through the observed-top ledger
        • Agent Note: 经由 observed-top ledger 的读者滚动归因
        • Agent Note: unpriced surface replacements fold neutrally
        • Agent Note: 未计价的表层替换以中性方式折叠
        • Agent Note: Broken presets are roster rows, not gaps
        • Agent Note: 损坏的 preset 是名单行，不是空缺
        • Agent Note: Filesystem absence is an observation and guarded creation never replaces
        • Agent Note: 文件系统中的缺失是一种观测，带防护的创建绝不执行替换
        • Agent Note: The minimal preset owns the complete RL agent composition
        • Agent Note: minimal preset 拥有完整的 RL agent 组合
        • Agent Note: Pre-Plugin Theme Bootstrap
        • Agent Note: 插件激活前的主题引导
        • Agent Note: The session-row identity guard covers the preset
        • Agent Note: 会话行的标识判定纳入 preset
        • Agent Note: The slash catalog follows a blank session's preset switch
        • Agent Note: 斜杠目录跟随空会话的 preset 切换
        • Agent Note: One selection rule keeps subagent output past an empty terminal message
        • Agent Note: 用同一条选取规则在空终止消息后保留子代理输出
        • Agent Note: Web favicon follows the color scheme
        • Agent Note: 网页图标随配色方案切换
        • Agent Note: Bounded background job admission
        • Agent Note: 有界后台任务准入
        • Agent Note: Owned-run finish reason reporting
        • Agent Note: 自有运行的结束原因报告
        • Agent Note: The preset-authoring agent mount-validates its own composition
        • Agent Note: 创作 preset 的 agent 自行挂载校验其组装
        • Agent Note: Preset cards clamp their description instead of sizing the roster
        • Agent Note: 预设卡片截断自身描述，而不是由描述决定整份名单的高度
        • Agent Note: Synchronous cleanup of managed subprocesses on host exit
        • Agent Note: 宿主退出时同步清理受管子进程
        • Agent Note: Collapsed sidebar upper controls share one entry motion
        • Agent Note: 收起侧栏的上方控件共用同一进入动画
        • Agent Note: The overlay composer seat compensates for the bar instead of reserving a gutter
        • Agent Note: 覆盖视图的 composer 座位改为补偿滚动条宽度，不再预留滚动条槽
        • Agent Note: fix the pwsh terminal overlay duplicate-loader collision
        • Agent Note: 修复 pwsh 终端 overlay 的重复 loader 冲突
        • Agent Note: Full-session stats-strip figures through a sessionStats projection
        • Agent Note: 通过 sessionStats 投影提供全会话统计条数字
        • Agent Note: The chat flow surfaces a max-tokens turn end
        • Agent Note: 聊天流展示 max-tokens 结束的轮次
        • Agent Note: First-run readiness reads every provider, and the setup card closes
        • Agent Note: First-run readiness reads every provider, and the setup card closes
        • Agent Note: Resolve Microsoft Store pwsh aliases
        • Agent Note: 解析 Microsoft Store 的 pwsh 别名
        • Agent Note: Unlink fixture junctions before recursive deletion
        • Agent Note: 递归删除前先解链 fixture junction
        • Agent Note: Unlink stale profile fallback links instead of rmSync
        • Agent Note: 用 unlink 删除过期的 profile 回退链接而非 rmSync
        • Agent Note: Bound cold blank-session verification
        • Agent Note: 有界验证冷空白会话
        • Agent Note: The feedback note editor floats above the transcript in a popover
        • Agent Note: 反馈备注编辑器以浮层悬浮在对话记录上方
        • Agent Note: The configurable-provider directory withholds OAuth-only providers
        • Agent Note: 可配置提供方目录不再提供仅以 OAuth 认证的提供方
        • Agent Note: Safari textarea soft-wrap shrink recovery
        • Agent Note: Safari textarea 软换行收缩恢复
        • Agent Note: Replay state aligns with assembled content by construction
        • Agent Note: 回放状态与组装内容按构造对齐
        • Agent Note: Persistent bash keeps the backend's controlled prompt
        • Agent Note: 持久 bash 保留后端的受控提示符
        • Agent Note: Rail search keeps its expansion when the opening click reaches document
        • Agent Note: 轨道搜索在展开点击到达 document 时保持展开
        • Agent Note: Tool-row file-open failures stay visible
        • Agent Note: Tool-row file-open failures stay visible
        • Agent Note: DeepSeek reasoning passback on every reasoned turn
        • Agent Note: DeepSeek reasoning passback on every reasoned turn
        • Agent Note: Composer edits carry the range they applied to
        • Agent Note: 输入框的编辑自带它所作用的范围
        • Agent Note: Composer reference decorations key by draft-order ordinal
        • Agent Note: 输入框引用装饰按草稿顺序序号取 key
        • Agent Note: Explicit Web index paths and 404 static misses
        • Agent Note: 显式 Web index 路径与静态资源未命中的 404
        • Agent Note: The shipped preset root is the plugin's own
        • Agent Note: The shipped preset root is the plugin's own
        • Agent Note: Running drafts take the primary Send action
        • Agent Note: 运行中草稿取得主 Send 操作
        • Agent Note: Terminal turn errors survive same-turn retry history
        • Agent Note: Terminal turn errors survive same-turn retry history
        • Agent Note: Recover DeepSeek image requests from Files resolution failures
        • Agent Note: DeepSeek Files 解析失败时恢复图片请求
        • Agent Note: Sent user text projects inline, and queue rows fold wire references
        • Agent Note: 已发送用户文本行内投影，Queue 行折叠 wire 引用
        • Agent Note: Win32 folder-picker paths stop truncating at U+XX00 code units
        • Agent Note: Win32 目录选择器路径不再在 U+XX00 码元处截断
        • Agent Note: Equal-order system-prompt sections render in activation order
        • Agent Note: 等序系统提示词分段按激活顺序渲染
        • Agent Note: Token-meter surface fold commits in place through a plan/commit pair
        • Agent Note: token-meter surface fold 改为 plan/commit 两段式原地提交
        • Agent Note: Composer e2e gestures gate on the contenteditable attribute
        • Agent Note: Composer e2e 手势以 contenteditable 属性为门
        • Agent Note: pi-ai grant payloads store their JSON image
        • Agent Note: pi-ai grant payload 落盘其 JSON 像
        • Agent Note: Question drafts survive Session switches
        • Agent Note: 提问草稿在 Session 切换后保留
        • Agent Note: Stable Turn-process ordering
        • Agent Note: 稳定的轮次过程排序
        • Agent Note: Steer and follow-up image delivery
        • Agent Note: steer 与 follow-up 的图片投递
        • Agent Note: Linear drain for long-lived stream queues
        • Agent Note: 长期流队列的线性排空
        • Agent Note: readimage accepts extension-less image paths
        • Agent Note: readimage 接受无扩展名图片路径
        • Agent Note: The trigger menu keeps previous rows through refinement
        • Agent Note: The trigger menu keeps previous rows through refinement
        • DeepSeek Harness
        • Agent Note: 在 CPython 后端限制在途 binding 调用、快照 binding 元数据、压缩回复队列并用游标计量宽完成值
        • Agent Note: Load-time pythonBin validation, binding snapshot, and reply-drain settle in the CPython backend
        • Agent Note: CPython 后端的加载期 pythonBin 校验、binding 快照与回复排空结算
        • Agent Note: Bound the reply backlog and count lone surrogates without a match list in the CPython backend
        • Agent Note: 在 CPython 后端限制回复积压并改用长度差计数孤立代理项
        • Agent Note: The drill claim is published before the edit that re-enters tracking
        • Agent Note: The drill claim is published before the edit that re-enters tracking
        • Agent Note: Retry transient Windows atomic replacements
        • Agent Note: 重试 Windows 上的瞬时原子替换失败
        • Agent Note: Host-initiated goal pause aborts the live turn
        • Agent Note: 宿主发起的 goal 暂停中止当前轮次
        • Agent Note: Fully qualified Workspace paths
        • Agent Note: Workspace 完全限定路径
        • Agent Note: Suppressing Windows subprocess windows
        • Agent Note: 隐藏 Windows 子进程窗口
        • Agent Note: Session search result reveal
        • Agent Note: Session 搜索结果显露
      • feature
        • Agent Note: Agent Client Protocol (ACP) support — drive the coding agent from external editors
        • Agent Note: Agent Client Protocol（ACP）支持——从外部编辑器驱动编码 agent
        • Agent Note: Multiplex concurrent ACP sessions over one connection
        • Agent Note: 在单个连接上多路复用并发 ACP 会话
        • Agent Note: Filesystem tool schemas — model-facing read/write/edit shapes
        • Agent Note: 文件系统工具 schema——面向模型的读/写/编辑接口形状
        • Agent Note: Rich ACP bash rendering — the terminal card via the meta convention
        • Agent Note: 富 ACP bash 渲染——通过 meta 约定实现终端卡片
        • Agent Note: ACP subagent backend (out-of-process delegation)
        • Agent Note: ACP subagent 后端（进程外委派）
        • Agent Note: Workspace context instruction files
        • Agent Note: 工作区上下文指令文件
        • Agent Note: Ask-user question capability
        • Agent Note: ask-user 提问能力
        • Agent Note: The todowrite tool — model task list as event-sourced session state
        • Agent Note: todowrite 工具——将模型任务列表作为事件溯源的会话状态
        • Agent Note: dsh-hooks-claude-code + dsh-hooks-codex — the Claude Code / Codex hook bridges
        • Agent Note: dsh-hooks-claude-code + dsh-hooks-codex —— Claude Code / Codex 钩子桥接插件
        • Agent Note: dsh-hook-protocol — the shared Claude Code / Codex hook wire-protocol core
        • Agent Note: dsh-hook-protocol——Claude Code / Codex 钩子协议格式共享核心库
        • Agent Note: SessionStore fork API
        • Agent Note: SessionStore fork API
        • Agent Note: Subagent lifecycle enrichment — lastAssistantMessage (observe-only)
        • Agent Note: Subagent 生命周期丰富化——lastAssistantMessage（仅观察）
        • Agent Note: Skill system — progressive disclosure instructions for agents
        • Agent Note: Skill 系统——面向 agent 的渐进式指令披露
        • Agent Note: Explicit model-facing tool order
        • Agent Note: 显式的模型侧工具顺序
        • Agent Note: Plan mode — a logged per-agent session mode
        • Agent Note: plan mode——记录到日志的逐 agent 会话模式
        • Agent Note: The session prefix — request-only messages in front of the derived history
        • Agent Note: 会话前缀——派生历史之前的仅请求消息
        • Agent Note: Background subagent tasks
        • Agent Note: 后台 subagent 任务
        • Agent Note: Repeat-tool-call guard plugin
        • Agent Note: 重复工具调用守卫插件
        • Agent Note: Bash-backed grep and glob discovery tools
        • Agent Note: 由 Bash 支持的 grep 与 glob 发现工具
        • Agent Note: Expose agent session identity to tools and hooks
        • Agent Note: 向工具与钩子公开 agent 会话标识
        • Agent Note: Exact session query service
        • Agent Note: 精确会话查询服务
        • Agent Note: SQLite FTS5 session search
        • Agent Note: SQLite FTS5 会话搜索
        • Agent Note: Session query relationship tracing
        • Agent Note: 会话查询关系追踪
        • Agent Note: Optional time-context plugin
        • Agent Note: 可选时间上下文插件
        • Agent Note: Durable per-step time context
        • Agent Note: 持久的逐步骤时间上下文
        • Agent Note: Dedicated full-screen TUI front door
        • Agent Note: 独立的全屏 TUI 入口
        • Agent Note: Fresh-agent Ralph workflow tool
        • Agent Note: 全新 agent Ralph 工作流工具
        • Agent Note: Human /goal command
        • Agent Note: 面向人类的 /goal 命令
        • Agent Note: Same-session goal-round driver
        • Agent Note: 同会话 Goal Round 驱动器
        • Agent Note: The dsh CLI and personal config overlays from the Harness home
        • Agent Note: dsh CLI 与来自 Harness home 的个人配置 overlay
        • Agent Note: Startup slogans replace the configured TUI welcome line
        • Agent Note: 启动 slogan 取代配置化的 TUI 欢迎语
        • Agent Note: Support the TUI on Windows
        • Agent Note: 在 Windows 上支持 TUI
        • Agent Note: Continuable background subagents
        • Agent Note: 可继续的后台 subagent
        • Agent Note: Cross-session references
        • Agent Note: 跨会话引用
        • Agent Note: dsh tells the agent where its own source lives
        • Agent Note: dsh 告知 agent 其自身源码所在位置
        • Agent Note: Load all instruction candidates with per-directory dedup
        • Agent Note: 加载全部指令候选并按目录去重
        • Agent Note: Default local instruction overlay
        • Agent Note: 默认的本地指令覆盖层
        • Agent Note: Log-backed session titles
        • Agent Note: 基于日志的会话标题
        • Agent Note: Auto-titled terminal from the first message
        • Agent Note: 从首条消息自动命名终端
        • Agent Note: Auto-title on by default, re-derived on resume
        • Agent Note: 自动标题默认开启，恢复时重新推导
        • Agent Note: TUI banner brand gradient
        • Agent Note: TUI 启动横幅品牌渐变
        • Agent Note: The banner sweeps in; the subtitle line is gone
        • Agent Note: 横幅整体扫入；副标题行移除
        • Agent Note: The banner returns, borderless
        • Agent Note: 横幅回归，无边框
        • Agent Note: TUI footer shows the session cache hit rate
        • Agent Note: TUI 页脚展示会话缓存命中率
        • Agent Note: No startup banner
        • Agent Note: 移除启动横幅
        • Agent Note: The /reload command re-reads loader configs on demand
        • Agent Note: /reload 命令按需重读 loader 配置
        • Agent Note: Product-level TUI session resume
        • Agent Note: 产品级 TUI 会话恢复
        • Agent Note: TUI skill slash command
        • Agent Note: TUI skill slash command
        • Agent Note: TUI status line badges queued steering messages
        • Agent Note: TUI 状态行标示排队中的 steering 消息
        • Agent Note: The running status line shows the turn phase and elapsed time
        • Agent Note: 运行状态行展示轮次阶段与已用时长
        • Agent Note: Docked web goal bar
        • Agent Note: 停靠式 Web 目标条
        • Agent Note: Durable subagent catalog and listagents
        • Agent Note: 持久化 subagent 目录与 listagents
        • Agent Note: Explicit web bind address
        • Agent Note: 显式指定 Web 绑定地址
• .github
  • PR preview runner sizing
    • PR 预览运行器规格
  • Pull-request approval policy
• apps
  • @deepseek-ai/dsh
    • @deepseek-ai/dsh
    • dsh CLI behavior reference
      • dsh CLI（命令行界面）行为参考
  • DeepSeek Harness Desktop
    • DeepSeek Harness 桌面端
  • web
    • apps/web browser e2e
      • apps/web 浏览器 e2e
• benchmarks
  • Active Assistant reconnect benchmark
    • 活跃 Assistant 重连基准
  • Backend continuation benchmarks
    • 后端续聊基准
  • Long-session browser benchmark
    • 长会话浏览器基准
• 文档
  • Bilingual documentation
    • 双语文档
  • Post-mortems
    • 事故复盘（postmortem）

开始学习 → Agent Note: Custom typed tool-schema DSL instead of schemastery