diff --git a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.i18n.yaml b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.i18n.yaml
index 627ce281a3..21c607072c 100644
--- a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.i18n.yaml
+++ b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.i18n.yaml
@@ -2,5 +2,5 @@
 # side as of the last confirmed-consistent state. Both languages carry equal authority;
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write .agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.md
-2026-07-10-single-file-executable-sdk-runtime-distribution.md: ecc8e1e03f5660e6cf57be05909c987bfbba750d
-2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md: 3b53fb19da6668a01ac0e6b2cc0570155fb5f7e1
+2026-07-10-single-file-executable-sdk-runtime-distribution.md: 40433d99e5d1aa569c3fdf094a280d3de62ad588
+2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md: 54030fa4b0742fbc282bc327b0ca22747e6a20bd
diff --git a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.md b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.md
index ecc8e1e03f..40433d99e5 100644
--- a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.md
+++ b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.md
@@ -36,7 +36,7 @@ Config discovery has two channels and fails loudly when both are missing: the `D
 
 Inside the exe's VFS sits a **real package tree in build-artifact form** (each package's `lib/` plus a real `node_modules`). The packaged JSON-RPC entry supplies its installed harness base to app-boot's root Include: relative plugin specifiers resolve from the external configuration directory, while bare package names resolve from the VFS, so a configuration inside another Node project cannot shadow the packaged plugin set. The ordinary development bin leaves bare packages configuration-owned. Bare specifiers in the packaged entry resolve upward along `node_modules` from the entry's position inside the VFS and land inside the VFS naturally. The closed set needs no allowlist code — the set is whatever the VFS has installed, and importing a name outside the set fails.
 
-The deploy root is [`python/sdk-runtime/package.json`](../../../../python/sdk-runtime/package.json) (`dsh-jsonrpc-agent-pkg`, a pnpm workspace member and a zero-code pure dependency manifest) — the unified source of truth for "which plugins the exe ships" and "what the Python runtime distributes". Adding a plugin to the exe = adding one dependency line to the manifest and repackaging. [`scripts/verify-runtime-closure.ts`](../../../../scripts/verify-runtime-closure.ts) reads every shipped `apps/cli/config/agent-presets/*/agent.cordis.yml`, evaluates `disabled` conditions that compare `process.platform` for every target in `python/sdk-runtime/platforms.json`, and requires each active workspace plugin at the runtime root. It also traverses every workspace package covered by that manifest and requires every non-optional workspace peer, reporting the complete preset or referencing-package → missing-dependency chain; unknown platform conditions remain active so a plugin cannot be omitted by an unsupported expression. `pnpm run hygiene`, CI static, and the single-exe build run it before packaging. Deploy also packs by each package's `files`, so the shared chunks tsdown splits out must be covered by `files`.
+The deploy root is [`python/sdk-runtime/package.json`](../../../../python/sdk-runtime/package.json) (`dsh-jsonrpc-agent-pkg`, a pnpm workspace member and a zero-code pure dependency manifest) — the unified source of truth for "which plugins the exe ships" and "what the Python runtime distributes". Adding a plugin to the exe = adding one dependency line to the manifest and repackaging. [`scripts/verify-runtime-closure.ts`](../../../../scripts/verify-runtime-closure.ts) reads every shipped `apps/cli/config/agent-presets/*/agent.cordis.yml`, evaluates `disabled` conditions that compare `process.platform` for every target in `python/sdk-runtime/platforms.json`, and requires each active workspace plugin at the runtime root through an explicit `workspace:` dependency. It also traverses every workspace package covered by that manifest and requires every non-optional workspace peer, reporting the complete preset or referencing-package → missing-dependency chain; unknown platform conditions remain active so a plugin cannot be omitted by an unsupported expression. `pnpm run hygiene`, CI static, and the single-exe build run it before packaging. Deploy also packs by each package's `files`, so the shared chunks tsdown splits out must be covered by `files`.
 
 The deploy root includes `@deepseek-ai/dsh-mcp-client` as an explicitly supported custom-configuration plugin even though no shipped preset mounts it. An external config can therefore connect to user-supplied stdio and Streamable HTTP MCP servers and register their tools; the distribution does not carry those servers or extend the bridge to MCP Resources and Prompts. The executable and installed-wheel smokes start a temporary stdio server, discover its tool, and complete one model-requested call.
 
@@ -64,7 +64,7 @@ The exe's "must be explicitly configured" hard semantic is unchanged; the zero-c
 
 ## Testing
 
-The verification surface has three tiers. Mechanism tier: the measured conclusions for the `--sea` chain are embedded in the Decision sections (ESM dynamic import inside the VFS, single cordis instance, fail-loud config chain, `node:sqlite`, macOS ad-hoc signing runs). SDK tier: the complete keyless pytest suite covers the client protocol against a fake runtime peer, subprocess cleanup, absolute cwd propagation, dual-carrier launch, and carrier resolution; root CI runs it on Python 3.10. End-to-end tier: every platform build completes a turn against a mock endpoint through the default SDK path, a custom config, the checked-in standalone minimal composition, and the direct binary protocol, with final text and JSONL checked. The minimal run asserts its exact system prompt and two-tool catalog, retains Bash state across calls, and invokes the editor. The custom config additionally drives `run_code` and a zero-agent `workflow` through their real worker files inside the packaged VFS. The filesystem-search scenario requires the model to call both `glob` and `grep` through the target-native `-rg` sidecar. The MCP scenario starts a temporary external stdio server, discovers its tool, and completes one model-requested call. The same build leg runs a committed executable-specific snapshot through the Python SDK: a keyless scripted model mounts a Cordis plugin that registers a tool, invokes that tool from `run_code`, runs a direct spawn subagent and a workflow that starts a second spawn child, then unmounts the plugin. The fixture explicitly disables its unused bundled Bash and local skill discovery so its tool set does not depend on repository-external state, and the comparison normalizes opaque message, agent, workflow-run, and session IDs across the SDK result and notification stream plus the parent and two child JSONL logs. This harness stays separate from ACP's `pnpm run test:snapshot` because the protocols and build artifacts differ. The platform wheel is then installed in a clean venv and run without `runtime_bin`.
+The verification surface has three tiers. Mechanism tier: the measured conclusions for the `--sea` chain are embedded in the Decision sections (ESM dynamic import inside the VFS, single cordis instance, fail-loud config chain, `node:sqlite`, macOS ad-hoc signing runs). SDK tier: the complete keyless pytest suite covers the client protocol against a fake runtime peer, subprocess cleanup, absolute cwd propagation, dual-carrier launch, and carrier resolution; root CI runs it on Python 3.10. End-to-end tier: every platform build completes a turn against a mock endpoint through the default SDK path, a custom config, the checked-in standalone minimal composition, and the direct binary protocol, with final text and JSONL checked. The minimal run asserts its exact system prompt and two-tool catalog, retains Bash state across calls, and invokes the editor. The custom config additionally drives `run_code` and a zero-agent `workflow` through their real worker files inside the packaged VFS. The filesystem-search scenario requires the model to call both `glob` and `grep` through the target-native `-rg` sidecar. The MCP scenario starts a temporary external stdio server, deliberately delays its initial `tools/list` response, then immediately starts the first SDK prompt; the prompt must see and call the discovered tool, proving that `initialize` is a real Loader-settlement readiness boundary rather than a timing sleep. The same build leg runs a committed executable-specific snapshot through the Python SDK: a keyless scripted model mounts a Cordis plugin that registers a tool, invokes that tool from `run_code`, runs a direct spawn subagent and a workflow that starts a second spawn child, then unmounts the plugin. The fixture explicitly disables its unused bundled Bash and local skill discovery so its tool set does not depend on repository-external state, and the comparison normalizes opaque message, agent, workflow-run, and session IDs across the SDK result and notification stream plus the parent and two child JSONL logs. This harness stays separate from ACP's `pnpm run test:snapshot` because the protocols and build artifacts differ. The platform wheel is then installed in a clean venv and run without `runtime_bin`.
 
 Manual-driving caveat: the bin treats stdin EOF as "the client is gone" and disposes immediately, so a short-lived pipe aborts an in-flight turn — pipe-driven runs must keep stdin open until the turn ends.
 
diff --git a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md
index 3b53fb19da..54030fa4b0 100644
--- a/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md
+++ b/.agents/notes/implemented/architecture/2026-07-10-single-file-executable-sdk-runtime-distribution.zh.md
@@ -36,21 +36,21 @@ exe 使用 [@yao-pkg/pkg](https://github.com/yao-pkg/pkg)（vercel/pkg 归档后
 
 exe 的 VFS 内是**构建产物形态的真实包树**（各包的 `lib/` + 真实 `node_modules`）。打包专用 JSON-RPC 入口会向 app-boot 的根 Include 提供自身已安装 harness 的基准位置：相对插件说明符从外部配置目录解析，裸包名则从 VFS 解析，因此位于另一个 Node 项目内的配置无法遮蔽已打包的插件集合。普通开发 bin 仍由配置项目提供裸包。打包入口中的裸包名从该入口在 VFS 内的位置沿 `node_modules` 向上解析，自然落在 VFS 内。封闭集不需要白名单代码——VFS 中安装了什么，集合中就有什么；`import()` 集合外的名称会失败。
 
-部署根目录是 [`python/sdk-runtime/package.json`](../../../../python/sdk-runtime/package.json)（`dsh-jsonrpc-agent-pkg`，pnpm 工作区成员、零代码纯依赖 manifest），也是「exe 安装哪些插件」与「Python 运行时分发什么」的统一真源。向 exe 添加插件，就是在 manifest 中增加一行依赖后重新打包。[`scripts/verify-runtime-closure.ts`](../../../../scripts/verify-runtime-closure.ts) 读取每个已发布的 `apps/cli/config/agent-presets/*/agent.cordis.yml`，针对 `python/sdk-runtime/platforms.json` 中的每个目标解析比较 `process.platform` 的 `disabled` 条件，并要求该目标启用的每个工作区插件都显式列在运行时根目录。它还遍历该 manifest 覆盖的全部工作区包，要求每个非可选的工作区对等依赖（peer dependency）都显式列出，并报告“preset 或引用包 → 缺失依赖”的完整链路；无法识别的平台条件会保持启用，避免因不支持的表达式遗漏插件。`pnpm run hygiene`、CI 静态检查与 single-exe 构建都会在打包前运行该门禁。部署还会依据各包的 `files` 字段打包，因此 tsdown 拆出的共享分片必须被 `files` 覆盖。
+部署根目录是 [`python/sdk-runtime/package.json`](../../../../python/sdk-runtime/package.json)（`dsh-jsonrpc-agent-pkg`，pnpm 工作区成员、零代码纯依赖 manifest），也是「exe 安装哪些插件」与「Python 运行时分发什么」的统一真源。向 exe 添加插件，就是在 manifest 中增加一行依赖后重新打包。[`scripts/verify-runtime-closure.ts`](../../../../scripts/verify-runtime-closure.ts) 读取每个已发布的 `apps/cli/config/agent-presets/*/agent.cordis.yml`，针对 `python/sdk-runtime/platforms.json` 中的每个目标解析比较 `process.platform` 的 `disabled` 条件，并要求该目标启用的每个工作区插件都通过显式的 `workspace:` 依赖列在运行时根目录。它还遍历该 manifest 覆盖的全部工作区包，要求每个非可选的工作区对等依赖（peer dependency）都显式列出，并报告“preset 或引用包 → 缺失依赖”的完整链路；无法识别的平台条件会保持启用，避免因不支持的表达式遗漏插件。`pnpm run hygiene`、CI 静态检查与 single-exe 构建都会在打包前运行该门禁。部署还会依据各包的 `files` 字段打包，因此 tsdown 拆出的共享分片必须被 `files` 覆盖。
 
 部署根目录显式包含 `@deepseek-ai/dsh-mcp-client`，将其作为自定义配置可用的插件，即使随附 preset 均未挂载该插件。外部配置因此可以连接由用户提供的 stdio 与 Streamable HTTP MCP server 并注册其工具；分发物不包含这些 server，也不将桥接范围扩展到 MCP Resources 和 Prompts。可执行程序与已安装 wheel 包的冒烟测试会启动临时 stdio server，发现其工具，并完成一次由模型请求的调用。
 
 ### 构建流水线与产物
 
-[`scripts/build-exe-for-python-sdk.ts`](../../../../scripts/build-exe-for-python-sdk.ts)：运行时闭包校验 → `pnpm run build` →（清空后）`pnpm --filter dsh-jsonrpc-agent-pkg deploy --legacy --prod --config.node-linker=hoisted --config.auto-install-peers=false --config.link-workspace-packages=true` **直接写入** `python/sdk-runtime/src/deepseek_harness_runtime/runtime/node/` → 恢复被 legacy deploy 提升回源 manifest 的 `node_modules` 下的任何直接工作区包，同时省略其包内依赖树，并拒绝剩余的 manifest 缺口 → 将暂存依赖中的每个符号链接替换为目标文件内容，删除包管理器的 `.bin` 链接，并在仍有任何符号链接时失败 → 注入 pkg 配置（`bin` 指向闭包内的 `node_modules/@deepseek-ai/dsh-sdk-jsonrpc-demo/lib/packaged-bin.js`；`assets` 使用全量 glob，因为动态 `import()` 对 pkg 静态分析不可见，必须显式打入全部内容）→ 暂存目标平台的 `node-pty` addon → 每个构建目标调用一次 `pkg --sea` → 可执行文件 `dsh-jsonrpc-agent-pkg-<platform>-<arch>` 写入 `dist-exe/`，并拷回运行时目录。Linux 安装会从源码构建 `pty.node`；CI 会在打包前进入匹配架构的 manylinux 2.28 容器重新构建该 addon，而 `--legacy` 部署会省略这一副作用目录，因此构建器会把它从根安装目录复制到暂存闭包。每个目标都会把对应的原生 `@vscode/ripgrep` 二进制复制到可执行文件旁，作为必需的 `-rg` sidecar；pkg 运行时通过 `process.pkg` 选择该 sidecar，普通 Node 执行则直接使用 `@vscode/ripgrep`。macOS 使用对应目标的预构建产物，并额外生成所需的 `-spawn-helper`。CI 将这些产物作为测试中间输入，只保留对应平台的 wheel 包。四个部署标志都有实测依据：未启用 `inject-workspace-packages` 时必须使用 `--legacy`；`hoisted` 为 pkg 提供稳定的单实例布局，再由显式物化步骤消除符号链接；关闭对等依赖自动安装可防止未声明的对等依赖扩大闭包；`link-workspace-packages` 选择直接工作区依赖。[`pnpm-workspace.yaml`](../../../../pnpm-workspace.yaml) 将传递的 `@deepseek-ai/cosmokit` 与 `@deepseek-ai/schemastery` semver 请求覆盖到固定的 vendor 源码，使 legacy deploy 不会从注册表解析这些未发布名称。
+[`scripts/build-exe-for-python-sdk.ts`](../../../../scripts/build-exe-for-python-sdk.ts)：运行时闭包校验 → `pnpm run build` →（清空后）`pnpm --filter dsh-jsonrpc-agent-pkg deploy --legacy --prod --config.node-linker=hoisted --config.auto-install-peers=false --config.link-workspace-packages=true` **直接写入** `python/sdk-runtime/src/deepseek_harness_runtime/runtime/node/` → 恢复被 legacy deploy 提升回源 manifest 的 `node_modules` 下的任何直接工作区包，同时省略其包内依赖树，并拒绝剩余的 manifest 缺口 → 将暂存依赖中的每个符号链接替换为目标文件内容，删除包管理器的 `.bin` 链接，并在仍有任何符号链接时失败 → 注入 pkg 配置（`bin` 指向闭包内的 `node_modules/@deepseek-ai/dsh-sdk-jsonrpc-demo/lib/packaged-bin.js`；`assets` 使用全量 glob，因为动态 `import()` 对 pkg 静态分析不可见，必须显式打入全部内容）→ 暂存目标平台的 `node-pty` addon → 每个构建目标调用一次 `pkg --sea` → 可执行文件 `dsh-jsonrpc-agent-pkg-<platform>-<arch>` 写入 `dist-exe/`，并拷回运行时目录。Linux 安装会从源码构建 `pty.node`；CI 会在打包前进入匹配架构的 manylinux 2.28 容器重新构建该 addon，而 `--legacy` 部署会省略这一副作用目录，因此构建器会把它从根安装目录复制到暂存闭包。每个目标都会把对应的原生 `@vscode/ripgrep` 二进制复制到可执行文件旁，作为必需的 `-rg` 伴随文件；pkg 运行时通过 `process.pkg` 选择该伴随文件，普通 Node 执行则直接使用 `@vscode/ripgrep`。macOS 使用对应目标的预构建产物，并额外生成所需的 `-spawn-helper`。CI 将这些产物作为测试中间输入，只保留对应平台的 wheel 包。四个部署标志都有实测依据：未启用 `inject-workspace-packages` 时必须使用 `--legacy`；`hoisted` 为 pkg 提供稳定的单实例布局，再由显式物化步骤消除符号链接；关闭对等依赖自动安装可防止未声明的对等依赖扩大闭包；`link-workspace-packages` 选择直接工作区依赖。[`pnpm-workspace.yaml`](../../../../pnpm-workspace.yaml) 将传递的 `@deepseek-ai/cosmokit` 与 `@deepseek-ai/schemastery` semver 请求覆盖到固定的 vendor 源码，使 legacy deploy 不会从注册表解析这些未发布名称。
 
 CI 使用 [`.github/workflows/build-exe-for-python-sdk.yml`](../../../../.github/workflows/build-exe-for-python-sdk.yml)：[必需的 Python 运行时拉取请求验证](../testing/2026-08-12-required-python-runtime-pull-request-ci.md)调用它构建 linux-x64，手动派发 `workflow_dispatch` 或 PR（Pull Request）的 `build-exe` 标签可以显式选择构建目标，[公开发布工作流](../process/2026-08-11-python-publication-workflow.md)则调用它构建全部目标。linux-x64、linux-arm64（`ubuntu-24.04-arm`）和 macos-arm64 三个平台分别进行原生构建，并缓存 `~/.pkg-cache`；macOS 的 ad-hoc 签名由 pkg 处理。每个平台都使用 mock SSE（Server-Sent Events）模型，分别通过默认配置和自定义 `cordis.yml` 驱动 SDK，再通过 NDJSON JSON-RPC 直接驱动 exe，校验 JSONL 与最终响应；最后把发布形态的 wheel 包安装到干净的 venv 中，并在不传 `runtime_bin` 的情况下运行。Linux 还会检查可执行文件和原生 addon 各自的 GLIBC 依赖，并在 manylinux 2.28 容器中运行；macOS 则验证可执行文件的部署目标符合 wheel 包标签。完整构建三个目标时保留 4 个产物，每个产物只含一个发布文件：平台无关的 SDK wheel 包与 3 个原生运行时 wheel 包；手动选择部分目标时保留 SDK wheel 与所选运行时 wheel。裸 exe 与源码包只作为测试中间输入。[`.gitlab-ci.yml`](../../../../.gitlab-ci.yml) 只接受版本与根目录 `package.json` 匹配的 `python-v<repository-version>` 标签流水线，构建一个 SDK wheel 包和 3 个原生运行时 wheel 包，再由单个串行任务校验并将这 4 个文件发布到项目的 PyPI 注册表。Windows 不在目标范围内。
 
 ### Python SDK 分发：双载体，exe 用于生产，`node` 用于开发
 
-Python SDK 位于 [`python/`](../../../../python/README.md)：`python/sdk` 是客户端，`python/sdk-runtime` 是运行时载体包。运行时包的数据目录包含检入的默认 `runtime/cordis.yml`、构建注入的平台 exe 及其必需的 `-rg` sidecar 和可选的 macOS helper，以及构建注入的 `runtime/node/` 闭包树。`resolve_bundled_launch_args()` 的自动解析**只查找 exe**；`node` 载体仅在显式设置 `DSH_RUNTIME_MODE=node` 时启用（运行 `runtime/node/node_modules/@deepseek-ai/dsh-sdk-jsonrpc-demo/lib/packaged-bin.js`，需要系统 Node ≥22.19），定位为本仓库成员的开发验证通道，不随 wheel 包分发。
+Python SDK 位于 [`python/`](../../../../python/README.md)：`python/sdk` 是客户端，`python/sdk-runtime` 是运行时载体包。运行时包的数据目录包含检入的默认 `runtime/cordis.yml`、构建注入的平台 exe 及其必需的 `-rg` 伴随文件和可选的 macOS helper，以及构建注入的 `runtime/node/` 闭包树。`resolve_bundled_launch_args()` 的自动解析**只查找 exe**；`node` 载体仅在显式设置 `DSH_RUNTIME_MODE=node` 时启用（运行 `runtime/node/node_modules/@deepseek-ai/dsh-sdk-jsonrpc-demo/lib/packaged-bin.js`，需要系统 Node ≥22.19），定位为本仓库成员的开发验证通道，不随 wheel 包分发。
 
-[`scripts/build-python-release.py`](../../../../scripts/build-python-release.py) 从仓库根目录的 `package.json` 读取权威的 `X.Y.Z` 或预发布版本，把预发布版本转换为 PEP 440 写法，并以该 wheel 包版本暂存两个包，让 `deepseek-harness-sdk` 精确依赖匹配版本的 `deepseek-harness-runtime-bin`。可选的 `python-v<repository-version>` 发布标签只是一项一致性断言，与仓库版本不同时会被拒绝；源码 `pyproject.toml` 中的开发占位版本从不决定发布版本。暂存过程还会把仓库许可证放入两个 wheel 包，并把第三方声明放入内置运行时 wheel 包。SDK 是 `py3-none-any` wheel 包；每个只提供 wheel 包的运行时包都包含一个 exe 及其架构匹配的 `-rg` sidecar，macOS wheel 包还包含与其架构匹配的 spawn helper。运行时 wheel 包使用 `py3-none-manylinux_2_28_x86_64`、`py3-none-manylinux_2_28_aarch64`，或针对 Node 24 可执行文件 macOS 13.5 部署目标而保守选择的 `py3-none-macosx_14_0_arm64` 标签；Hatch 钩子拒绝 sdist、通用标签、混合平台载荷、sidecar 缺失或多余，以及不支持的平台。
+[`scripts/build-python-release.py`](../../../../scripts/build-python-release.py) 从仓库根目录的 `package.json` 读取权威的 `X.Y.Z` 或预发布版本，把预发布版本转换为 PEP 440 写法，并以该 wheel 包版本暂存两个包，让 `deepseek-harness-sdk` 精确依赖匹配版本的 `deepseek-harness-runtime-bin`。可选的 `python-v<repository-version>` 发布标签只是一项一致性断言，与仓库版本不同时会被拒绝；源码 `pyproject.toml` 中的开发占位版本从不决定发布版本。暂存过程还会把仓库许可证放入两个 wheel 包，并把第三方声明放入内置运行时 wheel 包。SDK 是 `py3-none-any` wheel 包；每个只提供 wheel 包的运行时包都包含一个 exe 及其架构匹配的 `-rg` 伴随文件，macOS wheel 包还包含与其架构匹配的 spawn helper。运行时 wheel 包使用 `py3-none-manylinux_2_28_x86_64`、`py3-none-manylinux_2_28_aarch64`，或针对 Node 24 可执行文件 macOS 13.5 部署目标而保守选择的 `py3-none-macosx_14_0_arm64` 标签；Hatch 钩子拒绝 sdist、通用标签、混合平台载荷、伴随文件缺失或多余，以及不支持的平台。
 
 exe「必须显式配置」的硬语义不变；零配置体验由包装层恢复：调用方没有提供 `cordis`、没有显式指定运行时，且环境中没有 `DSH_CORDIS_CONFIG` 时，客户端将检入的默认 `cordis.yml`（`agent-core` + 预载的 `llm-deepseek` + JSONL 持久化 + `bash-local` + `dsh-sdk-jsonrpc-server` 对外服务条目，并通过 `!!js` 使用环境变量兜底）显式注入 `DSH_CORDIS_CONFIG`。
 
@@ -64,7 +64,7 @@ exe 内支持 `dsh-workflow-worker-thread` 与 `dsh-code-runtime-worker-thread`
 
 ## 测试
 
-验证面分三层。机制层：`--sea` 链路的实测结论内嵌在「决策」各节（VFS 内 ESM 动态 `import()`、单一 Cordis 实例、明确报错的配置链路、`node:sqlite`、macOS ad-hoc 签名可运行）。SDK 层：完整的无密钥 pytest 套件以 mock 运行时对端覆盖客户端协议、子进程清理、绝对 `cwd` 传递、双载体启动与载体解析；根 CI 在 Python 3.10 上运行全部用例。端到端层：每个平台构建都通过默认 SDK 路径、自定义配置、仓库内置的独立 minimal 组合和直接二进制协议，对 mock 端点完成一个轮次，并校验最终文本与 JSONL。minimal 运行会断言其精确系统提示词与双工具目录，跨调用保留 Bash 状态，并调用编辑器。自定义配置还会通过打包进 VFS 的真实工作线程文件执行 `run_code` 和不启动 agent 的 `workflow`。文件系统搜索场景要求模型通过目标平台的 `-rg` sidecar 调用 `glob` 与 `grep`。MCP 场景启动临时外部 stdio server，发现其工具，并完成一次由模型请求的调用。同一构建任务还会经 Python SDK 运行一组检入的 exe 专用快照：无密钥脚本化模型挂载一个会注册工具的 Cordis 插件，从 `run_code` 调用该工具，运行一个直接 spawn 的 subagent 和一个会通过 spawn 启动第二个 subagent 的工作流，随后卸载该插件。该 fixture（测试前置数据）会显式禁用组合包中未使用的 Bash 和本地 skill（技能）发现，使其工具集不依赖仓库外部状态；比较时会规范化 SDK 结果与通知流，以及父会话和两个子会话 JSONL 日志中不透明的消息、agent、工作流运行与会话 ID。该 harness 与 ACP 的 `pnpm run test:snapshot` 保持独立，因为二者的协议和构建产物不同。随后把平台 wheel 包安装进干净的 venv，并在不传 `runtime_bin` 的情况下运行。
+验证面分三层。机制层：`--sea` 链路的实测结论内嵌在「决策」各节（VFS 内 ESM 动态 `import()`、单一 Cordis 实例、明确报错的配置链路、`node:sqlite`、macOS ad-hoc 签名可运行）。SDK 层：完整的无密钥 pytest 套件以 mock 运行时对端覆盖客户端协议、子进程清理、绝对 `cwd` 传递、双载体启动与载体解析；根 CI 在 Python 3.10 上运行全部用例。端到端层：每个平台构建都通过默认 SDK 路径、自定义配置、仓库内置的独立 minimal 组合和直接二进制协议，对 mock 端点完成一个轮次，并校验最终文本与 JSONL。minimal 运行会断言其精确系统提示词与双工具目录，跨调用保留 Bash 状态，并调用编辑器。自定义配置还会通过打包进 VFS 的真实工作线程文件执行 `run_code` 和不启动 agent 的 `workflow`。文件系统搜索场景要求模型通过目标平台的 `-rg` 伴随文件调用 `glob` 与 `grep`。MCP 场景会启动临时外部 stdio server，刻意延迟首次 `tools/list` 响应，随后立即启动第一个 SDK 提示词；该提示词必须看到并调用已发现的工具，从而证明 `initialize` 是真正以 Loader 插件树完全稳定为准的就绪边界，而不是依赖定时 sleep。同一构建任务还会经 Python SDK 运行一组检入的 exe 专用快照：无密钥脚本化模型挂载一个会注册工具的 Cordis 插件，从 `run_code` 调用该工具，运行一个直接 spawn 的 subagent 和一个会通过 spawn 启动第二个 subagent 的工作流，随后卸载该插件。该 fixture（测试前置数据）会显式禁用组合包中未使用的 Bash 和本地 skill（技能）发现，使其工具集不依赖仓库外部状态；比较时会规范化 SDK 结果与通知流，以及父会话和两个子会话 JSONL 日志中不透明的消息、agent、工作流运行与会话 ID。该 harness 与 ACP 的 `pnpm run test:snapshot` 保持独立，因为二者的协议和构建产物不同。随后把平台 wheel 包安装进干净的 venv，并在不传 `runtime_bin` 的情况下运行。
 
 
 手工驱动注意：`bin` 将 stdin EOF 视为「客户端已离开」并立即 dispose，生命周期较短的管道会中止进行中的轮次——管道驱动必须保持 stdin 打开，直到轮次结束。
diff --git a/packages/fs/tool-fs-search/README.i18n.yaml b/packages/fs/tool-fs-search/README.i18n.yaml
index 4da9a9328d..29133d7e55 100644
--- a/packages/fs/tool-fs-search/README.i18n.yaml
+++ b/packages/fs/tool-fs-search/README.i18n.yaml
@@ -3,4 +3,4 @@
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write packages/fs/tool-fs-search/README.md
 README.md: 84a3adc31f9c1580b90c038b0902e88b050f0340
-README.zh.md: 9f815e685eae93b7c184e529692c0c73fc8ba4bf
+README.zh.md: 06ee6c7c1c1296c7c23b2c65cf244c1449def313
diff --git a/packages/fs/tool-fs-search/README.zh.md b/packages/fs/tool-fs-search/README.zh.md
index 9f815e685e..06ee6c7c1c 100644
--- a/packages/fs/tool-fs-search/README.zh.md
+++ b/packages/fs/tool-fs-search/README.zh.md
@@ -2,7 +2,7 @@
 
 [English](README.md) | 中文
 
-**面向模型的文件系统发现工具**（`glob`、`grep`）由打包的 ripgrep 二进制支持，而不是由 `ctx.fs` 提供方方法或系统 `rg` 安装支持。普通 Node 部署从 `@vscode/ripgrep` 解析平台二进制；pkg 单文件运行时解析与可执行程序共置的 `-rg` sidecar，sidecar 缺失时回退到依赖中的二进制。两种载体均打包 ripgrep，因此注册是无条件的，没有加载期可用性探针。每次调用都通过 `ctx.subprocess` seam 以固定 argv 向量 spawn 解析出的二进制（前缀 `--no-config`，使宿主的 `RIPGREP_CONFIG_PATH` 无法向不受约束的 spawn 注入 `--pre` 预处理器；模型控制的值是普通 argv 元素——不存在 shell 层，因此不涉及 shell 引号处理），解析原始 `rg` 输出，并返回相对于工作目录的规范值。本包注入 `tools`、`systemPrompt` 和 `subprocess`，有意**不**注入 `fs`；格式化结果 spill 为可选功能，因此机会性读取 `ctx.spillStore`，调用方式为 `ctx.get()`。
+**面向模型的文件系统发现工具**（`glob`、`grep`）由打包的 ripgrep 二进制支持，而不是由 `ctx.fs` 提供方方法或系统 `rg` 安装支持。普通 Node 部署从 `@vscode/ripgrep` 解析平台二进制；pkg 单文件运行时解析与可执行程序共置的 `-rg` 伴随文件，伴随文件缺失时回退到依赖中的二进制。两种载体均打包 ripgrep，因此注册是无条件的，没有加载期可用性探针。每次调用都通过 `ctx.subprocess` seam 以固定 argv 向量 spawn 解析出的二进制（前缀 `--no-config`，使宿主的 `RIPGREP_CONFIG_PATH` 无法向不受约束的 spawn 注入 `--pre` 预处理器；模型控制的值是普通 argv 元素——不存在 shell 层，因此不涉及 shell 引号处理），解析原始 `rg` 输出，并返回相对于工作目录的规范值。本包注入 `tools`、`systemPrompt` 和 `subprocess`，有意**不**注入 `fs`；格式化结果 spill 为可选功能，因此机会性读取 `ctx.spillStore`，调用方式为 `ctx.get()`。
 
 ```ts ignore-check
 // A deployment chooses how over-cap glob pages are selected.
@@ -129,6 +129,6 @@ glob 描述声明了配置的超过上限排序方式。生成的 [`glob` 和 `g
 ## 已知限制与暂缓事项
 
 - **搜索与文件访问没有共享工作区证明**——只有当工作目录与文件系统根目录指向同一工作区时，返回路径才可继续读取；本包不执行运行时跨服务校验。
-- **打包二进制固定在依赖版本上**——Node 部署使用 `@vscode/ripgrep` 选择的版本；Python 单文件运行时将对应目标的原生版本复制为必需的 `-rg` sidecar。不支持的平台或损坏的安装会以 `SEARCH_FAILED` 使调用失败，Python 运行时包则会在启动前拒绝缺失 sidecar 的安装。远程或虚拟文件系统需要共置的工作区或另一个搜索消费方。
+- **打包二进制固定在依赖版本上**——Node 部署使用 `@vscode/ripgrep` 选择的版本；Python 单文件运行时将对应目标的原生版本复制为必需的 `-rg` 伴随文件。不支持的平台或损坏的安装会以 `SEARCH_FAILED` 使调用失败，Python 运行时包则会在启动前拒绝缺少伴随文件的安装。远程或虚拟文件系统需要共置的工作区或另一个搜索消费方。
 - **schema 只暴露一个有界页面**——偏移分页、大小写开关、替代输出模式与提供方支撑的发现仍不在本包范围内；达到上限的完整输出需要 spill 后端。
 - **启用采样时仅按搜索根正下方的第一段路径分组**——超过上限的 `glob` 页面在这些顶层条目之间平衡，因此集中在更深处的结果（一棵均匀树里某个繁忙目录）在该层级之下仍会呈现不均；递归平衡被延期。
diff --git a/packages/sdk/server/README.i18n.yaml b/packages/sdk/server/README.i18n.yaml
index 98523811ba..4f277446d3 100644
--- a/packages/sdk/server/README.i18n.yaml
+++ b/packages/sdk/server/README.i18n.yaml
@@ -2,5 +2,5 @@
 # side as of the last confirmed-consistent state. Both languages carry equal authority;
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write packages/sdk/server/README.md
-README.md: 5377b4fcf425cc5e10497e9d40fdddc075d52a10
-README.zh.md: dcca65a7175bb2774460bf265d98e41439df6a01
+README.md: 29ad5840b9d70c9c22ecd387730ba21ce89cbe07
+README.zh.md: f5afb255c83fa62fa4c2891cf725ffbf4c93e77d
diff --git a/packages/sdk/server/README.md b/packages/sdk/server/README.md
index 5377b4fcf4..29ad5840b9 100644
--- a/packages/sdk/server/README.md
+++ b/packages/sdk/server/README.md
@@ -22,7 +22,7 @@ The plugin answers `shutdown`, flushes the response, disposes the root context s
 
 ## Wire notes
 
-`initialize.serverInfo.name` is the wire-stable `deepseek-harness-sdk-runtime`. An optional positive `initialize.maxTokens` becomes the request output cap of each SDK-created agent and its in-process descendants; invalid values reject initialization, while omission sends no SDK cap and allows the selected adapter or provider route default to apply. `session/prompt` queues one identified user message and immediately returns `{ messageId }`. The server streams every durable fact as `session.event` and every whole-agent lifecycle transition as `session.status`; it does not assign an assistant message or `turn/end` to that prompt. Independent requests may enqueue more work on the same session. Persistence roots and persona come from `cordis.yml`.
+`initialize` is the runtime-readiness boundary: when the server is mounted by a Loader composition, it waits for the current plugin tree to settle before replying, so async sibling capabilities such as initial MCP tool discovery are visible to the first prompt. Hand-built contexts without Loader remain immediately usable. `initialize.serverInfo.name` is the wire-stable `deepseek-harness-sdk-runtime`. An optional positive `initialize.maxTokens` becomes the request output cap of each SDK-created agent and its in-process descendants; invalid values reject initialization, while omission sends no SDK cap and allows the selected adapter or provider route default to apply. `session/prompt` queues one identified user message and immediately returns `{ messageId }`. The server streams every durable fact as `session.event` and every whole-agent lifecycle transition as `session.status`; it does not assign an assistant message or `turn/end` to that prompt. Independent requests may enqueue more work on the same session. Persistence roots and persona come from `cordis.yml`.
 
 ## Model Experience
 
diff --git a/packages/sdk/server/README.zh.md b/packages/sdk/server/README.zh.md
index dcca65a717..f5afb255c8 100644
--- a/packages/sdk/server/README.zh.md
+++ b/packages/sdk/server/README.zh.md
@@ -22,7 +22,7 @@ Stdout 只承载 JSON-RPC 帧。部署不得组合 stdout logger；诊断应写
 
 ## 协议说明
 
-`initialize.serverInfo.name` 的协议稳定值为 `deepseek-harness-sdk-runtime`。可选的正整数 `initialize.maxTokens` 会成为每个 SDK 创建的 agent 及其进程内后代的请求输出上限；非法值会使初始化失败，省略时则不发送 SDK 上限，并应用所选适配器或提供方路由的默认值。`session/prompt` 将一条带标识的用户消息排入队列，并立即返回 `{ messageId }`。服务器将每个持久事实作为 `session.event` 流式发出，并将整个 agent 生命周期的每次状态转换作为 `session.status` 发出；它不会把某条助手消息或 `turn/end` 归属于该提示词。同一会话上的独立请求可以继续排入更多工作。持久化根目录和 persona 由 `cordis.yml` 提供。
+`initialize` 是运行时就绪边界：服务器由 Loader 组合挂载时，会等待当前插件树完成所有加载任务后再响应，因此首次提示词能够看到 MCP 初始工具发现等异步同级能力。没有 Loader 的手工组装上下文仍可立即使用。`initialize.serverInfo.name` 的协议稳定值为 `deepseek-harness-sdk-runtime`。可选的正整数 `initialize.maxTokens` 会成为每个 SDK 创建的 agent 及其进程内后代的请求输出上限；非法值会使初始化失败，省略时则不发送 SDK 上限，并应用所选适配器或提供方路由的默认值。`session/prompt` 将一条带标识的用户消息排入队列，并立即返回 `{ messageId }`。服务器将每个持久事实作为 `session.event` 流式发出，并将整个 agent 生命周期的每次状态转换作为 `session.status` 发出；它不会把某条助手消息或 `turn/end` 归属于该提示词。同一会话上的独立请求可以继续排入更多工作。持久化根目录和 persona 由 `cordis.yml` 提供。
 
 ## 模型体验
 
diff --git a/packages/sdk/server/src/index.ts b/packages/sdk/server/src/index.ts
index 20cb892b53..4cad576894 100644
--- a/packages/sdk/server/src/index.ts
+++ b/packages/sdk/server/src/index.ts
@@ -74,6 +74,12 @@ export function apply(ctx: Context, config: JsonRpcConfig): void {
   }
 
   transport.onRequest(async (method, params) => {
+    // `initialize` is the SDK's readiness boundary. This plugin can activate
+    // before async sibling Loader entries (for example an MCP client's initial
+    // tool discovery), so do not advertise a ready runtime until the complete
+    // current tree has settled. A hand-built context without Loader remains
+    // immediately usable.
+    if (method === 'initialize') await ctx.get('loader')?.await()
     const result = await server.handleRequest(method, params)
     if (method === 'shutdown') {
       // Run after the handler result is written; the task then flushes, disposes, and exits.
diff --git a/packages/sdk/server/tests/plugin-apply.spec.ts b/packages/sdk/server/tests/plugin-apply.spec.ts
index 320a61ac63..e2c86dbc61 100644
--- a/packages/sdk/server/tests/plugin-apply.spec.ts
+++ b/packages/sdk/server/tests/plugin-apply.spec.ts
@@ -6,6 +6,7 @@ import { tmpdir } from 'node:os'
 import { PassThrough, Writable } from 'node:stream'
 import { afterEach, describe, expect, it, vi } from 'vitest'
 import { Context } from '@deepseek-ai/cordis'
+import Loader from '@deepseek-ai/cordis-plugin-loader'
 import * as agentCore from '@deepseek-ai/dsh-agent-spine-demo'
 import JsonlSessionPersistence from '@deepseek-ai/dsh-session-persistence-jsonl'
 import * as jsonrpc from '../src/index.ts'
@@ -57,12 +58,17 @@ async function settle(): Promise<void> {
 /** Mount the real plugin on a minimal harness with in-memory stdio and exit. */
 async function mountPlugin(
   storageDir: string,
-  options: { writeDelayMs?: number; failFlush?: boolean } = {},
+  options: {
+    writeDelayMs?: number
+    failFlush?: boolean
+    beforeServer?: (ctx: Context) => Promise<void> | void
+  } = {},
 ): Promise<ApplyHarness> {
   const ctx = new Context()
   await ctx.plugin(agentCore, { workspaceContext: false })
   await ctx.plugin(JsonlSessionPersistence, { root: storageDir })
   await new Promise(resolve => setTimeout(resolve, 50))
+  await options.beforeServer?.(ctx)
 
   const input = new PassThrough()
   const events: WireEvent[] = []
@@ -170,6 +176,58 @@ describe('dsh-sdk-jsonrpc-server plugin apply', () => {
     }
   })
 
+  it('does not answer initialize until async sibling Loader entries settle', async () => {
+    const storageDir = await mkdtemp(join(tmpdir(), 'dsh-jsonrpc-apply-readiness-'))
+    vi.stubEnv('DEEPSEEK_API_KEY', 'test-key')
+    let markStarted!: () => void
+    let release!: () => void
+    const started = new Promise<void>((resolve) => { markStarted = resolve })
+    const ready = new Promise<void>((resolve) => { release = resolve })
+    let delayedEntry: Promise<string> | undefined
+    const harness = await mountPlugin(storageDir, {
+      beforeServer: async (ctx) => {
+        await ctx.plugin(Loader)
+        ctx.loader.builtins['delayed-readiness'] = {
+          async apply() {
+            markStarted()
+            await ready
+          },
+        }
+        delayedEntry = ctx.loader.create({ name: 'cordis:delayed-readiness' })
+        await started
+      },
+    })
+    try {
+      const initialize = {
+        jsonrpc: '2.0',
+        id: 'init-delayed',
+        method: 'initialize',
+        params: { cwd: storageDir, provider: 'deepseek-official', model: 'apply-model' },
+      }
+      const probe = { jsonrpc: '2.0', id: 'probe-during-delay', method: 'nope/unknown' }
+      harness.sendRaw(`${JSON.stringify(initialize)}\n${JSON.stringify(probe)}\n`)
+
+      // The transport processes independent requests concurrently. Receiving
+      // this later probe proves the preceding initialize handler has reached
+      // its Loader wait, without relying on a scheduler delay.
+      await harness.waitForFrame(frame => frame.id === 'probe-during-delay', 'probe while initialize waits')
+      expect(harness.frames().some(frame => frame.id === 'init-delayed')).toBe(false)
+
+      release()
+      await delayedEntry
+      const response = await harness.waitForFrame(frame => frame.id === 'init-delayed', 'initialize response after Loader settlement')
+      expect(response).toMatchObject({
+        id: 'init-delayed',
+        result: { serverInfo: { name: 'deepseek-harness-sdk-runtime' } },
+      })
+    } finally {
+      release()
+      await Promise.allSettled(delayedEntry === undefined ? [] : [delayedEntry])
+      await harness.dispose()
+      await rm(storageDir, { recursive: true, force: true })
+    }
+  })
+
   it('drives a session/prompt turn end-to-end and forwards session notifications as output frames', async () => {
     const storageDir = await mkdtemp(join(tmpdir(), 'dsh-jsonrpc-apply-prompt-'))
     const llmServer = await mockCompletionServer()
diff --git a/python/sdk-runtime/README.i18n.yaml b/python/sdk-runtime/README.i18n.yaml
index 96739c3baa..b8eacd05a3 100644
--- a/python/sdk-runtime/README.i18n.yaml
+++ b/python/sdk-runtime/README.i18n.yaml
@@ -3,4 +3,4 @@
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write python/sdk-runtime/README.md
 README.md: 597d69a803a7cd1204fd48456f8e1ba18d9786e5
-README.zh.md: 888ecdad437d001b84b1af71c04e2da016d3901e
+README.zh.md: 30dc6b2a34709ac76d16133be34f3d0c87f93b8a
diff --git a/python/sdk-runtime/README.zh.md b/python/sdk-runtime/README.zh.md
index 888ecdad43..30dc6b2a34 100644
--- a/python/sdk-runtime/README.zh.md
+++ b/python/sdk-runtime/README.zh.md
@@ -8,7 +8,7 @@ Python SDK 的运行时载体包（分发名 `deepseek-harness-runtime-bin`，
 
 两种载体并存于 `src/deepseek_harness_runtime/runtime/` 之下，均由仓库的 `scripts/build-exe-for-python-sdk.ts` 构建注入，且均被 git 忽略：
 
-- **exe（生产）**——单文件 Node 可执行程序 `dsh-jsonrpc-agent-pkg-<platform>-<arch>`（platform：`linux`/`macos`；arch：`x64`/`arm64`），以及匹配目标平台的 ripgrep `-rg` sidecar。macOS 构建还会随附 `node-pty` 在该平台使用的原生 `-spawn-helper` 伴随文件。目标机器无需安装 Node。这是唯一随 wheel 包分发的载体；本包不发布 sdist。
+- **exe（生产）**——单文件 Node 可执行程序 `dsh-jsonrpc-agent-pkg-<platform>-<arch>`（platform：`linux`/`macos`；arch：`x64`/`arm64`），以及匹配目标平台的 ripgrep `-rg` 伴随文件。macOS 构建还会随附 `node-pty` 在该平台使用的原生 `-spawn-helper` 伴随文件。目标机器无需安装 Node。这是唯一随 wheel 包分发的载体；本包不发布 sdist。
 - **node（仅限开发）**——`runtime/node/` 下的完整部署闭包（`package.json` + `node_modules/`），在系统 Node >= 22.19 上以 `node runtime/node/node_modules/@deepseek-ai/dsh-sdk-jsonrpc-demo/lib/packaged-bin.js` 执行。它是当前检出的源码构建，仅用于仓库本地的开发与验证；不会被自动选中，也不进入分发物。
 
 两种载体承载相同的内容，且只定义一次：本包根目录的 [package.json](https://github.com/deepseek-ai/deepseek-harness/blob/master/python/sdk-runtime/package.json) 是 single-exe 流水线的部署根目录——一份零代码的纯依赖 manifest，其依赖闭包既是编译进 exe 的插件集，也是物化到 `runtime/node/` 的文件树。往分发物里加插件，就是在那里加一行依赖再重新构建。
@@ -17,12 +17,12 @@ Python SDK 的运行时载体包（分发名 `deepseek-harness-runtime-bin`，
 
 exe 缺失时抛出 `FileNotFoundError`，并写明两种获取途径：在 deepseek-harness 检出中经 `scripts/build-exe-for-python-sdk.ts` 构建，或安装 `build-exe-for-python-sdk` CI 工作流生成的对应平台运行时 wheel 包。仅限开发的 node 载体缺失时只提示构建脚本这一条途径。该工作流只保留 wheel 包，不保留独立 exe 归档。获取策略与查找接口刻意分离，之后可以换成按需下载而不改动任何调用方。
 
-每个 wheel 包只包含一个运行时可执行文件及其匹配的 ripgrep `-rg` sidecar。macOS wheel 包还包含与其匹配的原生 spawn helper；缺少任一 sidecar 都意味着该安装不完整，并会在启动时硬失败，即使所选 Cordis 组合不使用文件系统搜索或 PTY 工具也是如此。Linux wheel 包不包含 spawn helper，因为 `node-pty` 直接使用暂存的 `pty.node` 原生插件。固定标签为 `py3-none-manylinux_2_28_x86_64`、`py3-none-manylinux_2_28_aarch64` 与 `py3-none-macosx_14_0_arm64`；macOS 标签保守匹配内置 Node 24 可执行文件的 macOS 13.5 部署目标。本包的 `platforms.json` 统一定义仓库发行构建器与隔离构建钩子使用的固定标签和可执行文件名。构建钩子会拒绝 `py3-none-any`、不存在或存在多个运行时可执行文件、缺失或多余的 sidecar、文件不可执行以及不支持的平台标签。仓库根目录的 `package.json` 为本包和 SDK 提供共同版本，`python-v<repository-version>` 发布标签必须与其匹配。
+每个 wheel 包只包含一个运行时可执行文件及其匹配的 ripgrep `-rg` 伴随文件。macOS wheel 包还包含与其匹配的原生 spawn helper；缺少任一伴随文件都意味着该安装不完整，并会在启动时硬失败，即使所选 Cordis 组合不使用文件系统搜索或 PTY 工具也是如此。Linux wheel 包不包含 spawn helper，因为 `node-pty` 直接使用暂存的 `pty.node` 原生插件。固定标签为 `py3-none-manylinux_2_28_x86_64`、`py3-none-manylinux_2_28_aarch64` 与 `py3-none-macosx_14_0_arm64`；macOS 标签保守匹配内置 Node 24 可执行文件的 macOS 13.5 部署目标。本包的 `platforms.json` 统一定义仓库发行构建器与隔离构建钩子使用的固定标签和可执行文件名。构建钩子会拒绝 `py3-none-any`、不存在或存在多个运行时可执行文件、缺失或多余的伴随文件、文件不可执行以及不支持的平台标签。仓库根目录的 `package.json` 为本包和 SDK 提供共同版本，`python-v<repository-version>` 发布标签必须与其匹配。
 
 ## 解析 API
 
 - `resolve_bundled_launch_args(mode=None) -> tuple[str, ...]`——启动内置运行时的 argv 元组：exe 模式下为 `(exe_path,)`，node 模式下为 `(node_path, bin_js_path)`。模式选择：显式参数 > `DSH_RUNTIME_MODE` 环境变量（`exe` | `node`）> 自动。自动解析只找生产 exe——仅限开发的 node 载体必须显式选用，从而生产部署绝不会悄悄跑在源码构建上。
-- `bundled_runtime_path() -> Path`——平台 exe 路径（仅 exe 载体）；它会在所有平台校验必要的 `-rg` sidecar，并在 macOS 上额外校验 `-spawn-helper` sidecar。node 载体没有单一路径的等价物，经由上面的 argv 元组启动。
+- `bundled_runtime_path() -> Path`——平台 exe 路径（仅 exe 载体）；它会在所有平台校验必要的 `-rg` 伴随文件，并在 macOS 上额外校验 `-spawn-helper` 伴随文件。node 载体没有单一路径的等价物，经由上面的 argv 元组启动。
 - `bundled_default_config_path() -> Path`——检入的默认配置（见下文）。
 - `bundled_package_dir() -> Path`——已安装包的数据根目录。
 
diff --git a/scripts/smoke-python-runtime.py b/scripts/smoke-python-runtime.py
index b478efe5e0..f001adccb2 100644
--- a/scripts/smoke-python-runtime.py
+++ b/scripts/smoke-python-runtime.py
@@ -149,6 +149,7 @@ MCP_SERVER_SCRIPT = """\
 import json
 import os
 import sys
+import time
 
 
 log_path = os.environ.get("MCP_SMOKE_LOG")
@@ -179,6 +180,10 @@ for line in sys.stdin:
             },
         })
     elif method == "tools/list":
+        # Keep discovery pending longer than the old smoke's 100 ms grace
+        # period. An SDK runtime that answers initialize too early will make
+        # its first model request without this tool and fail deterministically.
+        time.sleep(0.25)
         send({
             "jsonrpc": "2.0",
             "id": request_id,
@@ -255,20 +260,6 @@ def mcp_cordis(server_script: Path) -> str:
     ], indent=2)
 
 
-def wait_for_mcp_discovery(log_path: Path) -> None:
-    """Wait until the external server has answered initial tool discovery."""
-    deadline = time.monotonic() + 10
-    while time.monotonic() < deadline:
-        if log_path.exists() and "tools/list" in log_path.read_text().splitlines():
-            # The server records the request before flushing its response; give the
-            # client one scheduler interval to register the returned generation.
-            time.sleep(0.1)
-            return
-        time.sleep(0.025)
-    observed = log_path.read_text() if log_path.exists() else "<no MCP requests>"
-    raise AssertionError(f"packaged MCP client did not complete tool discovery: {observed}")
-
-
 class MockModelHandler(BaseHTTPRequestHandler):
     """Return deterministic text, worker, and orchestration completions."""
 
@@ -861,7 +852,6 @@ def smoke_sdk_mcp(base_url: str, executable: Path | None) -> None:
             base_url=base_url,
             request_timeout_seconds=60,
         ) as harness:
-            wait_for_mcp_discovery(discovery_log)
             result = harness.run(MCP_PROMPT, session_id="mcp-smoke")
 
         assert result.final_response == MCP_TEXT, result.final_response
diff --git a/scripts/verify-runtime-closure.spec.ts b/scripts/verify-runtime-closure.spec.ts
index 50d97e0dae..09a1b044ab 100644
--- a/scripts/verify-runtime-closure.spec.ts
+++ b/scripts/verify-runtime-closure.spec.ts
@@ -99,6 +99,23 @@ describe('verifyRuntimeClosure', () => {
     expect(result.failures).toEqual([])
   })
 
+  it('requires preset plugins to be linked from the workspace', async () => {
+    const root = fixture({
+      'python/sdk-runtime/package.json': { name: 'runtime', dependencies: { '@scope/plugin': '1.2.3' } },
+      'python/sdk-runtime/platforms.json': platforms,
+      'apps/cli/config/agent-presets/standard/agent.cordis.yml': `
+- id: plugin
+  name: '@scope/plugin'
+`,
+    })
+
+    const result = await verifyRuntimeClosure(root)
+
+    expect(result.failures).toEqual([
+      'standard preset -> @scope/plugin [runtime dependency is "1.2.3"; expected workspace:] (linux-arm64, linux-x64, macos-arm64)',
+    ])
+  })
+
   it('fails when no shipped preset is discovered', async () => {
     const root = fixture({
       'python/sdk-runtime/package.json': { name: 'runtime', dependencies: {} },
diff --git a/scripts/verify-runtime-closure.ts b/scripts/verify-runtime-closure.ts
index 549c06e9ad..927bae8db5 100644
--- a/scripts/verify-runtime-closure.ts
+++ b/scripts/verify-runtime-closure.ts
@@ -133,9 +133,13 @@ async function missingPresetPlugins(
     for (const target of targets) {
       const processPlatform = processPlatformForTarget(target)
       for (const plugin of activeBarePluginPackages(document, processPlatform)) {
-        if (runtimeDependencies[plugin] !== undefined) continue
+        const version = runtimeDependencies[plugin]
+        if (version?.startsWith('workspace:') === true) continue
         const preset = basename(dirname(presetPath))
-        const key = `${preset} preset -> ${plugin}`
+        const declaration = version === undefined
+          ? ''
+          : ` [runtime dependency is ${JSON.stringify(version)}; expected workspace:]`
+        const key = `${preset} preset -> ${plugin}${declaration}`
         const targets = missing.get(key) ?? new Set<string>()
         targets.add(target)
         missing.set(key, targets)