2026-08-23 01:48:26 +08:00
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# python-sdk-agent
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2026-07-26 05:03:53 +08:00
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[English](README.md) | 中文
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docs(python): define the standalone minimal profile
Record sdk-minimal as the narrow repository-owned exception to base-first profile composition: callers still launch only dsh and cannot provide an arbitrary Cordis tree, while the shipped bundle may own a complete explicit roster. Cross-link the launcher, profile-bundle, Python-runtime, minimal-agent, snapshot, and telemetry decisions; the supersession audit keeps each older note active because its remaining rationale is independent.
Update the CLI, architecture, Python tutorial/reference, example, runtime-wheel reference, and bundle documentation. The docs distinguish the full sdk profile from sdk-minimal, explain explicit-home/plugin/patch customization, state the minimal permission and persistence choices, and retain the separately packaged web profile and frontend assets for direct dsh use.
Correct dsh-base descriptions to cover base-backed profiles, make SDK startup configuration visible in the generated config catalog, add sdk-minimal to the module graph, and regenerate the base-composition graph. English and Chinese pairs are re-recorded at the exact reviewed contents.
2026-08-24 15:39:43 +08:00
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基于唯一应用启动器 `dsh --profile sdk-minimal` 的可运行 Python SDK 示例。Python 客户端负责 JSON-RPC stdio；profile 负责 agent 组合、持久化、执行策略与插件。
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2026-07-26 05:03:53 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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## 运行极简 agent
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2026-07-26 05:03:53 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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安装 `deepseek-harness-sdk`、导出模型凭据，然后提供隔离的 Harness home 与 workspace：
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2026-07-26 05:03:53 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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```sh
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export DEEPSEEK_API_KEY=sk-your-key-here
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python examples/python-sdk-agent/minimal.py \
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--dsh-home /absolute/path/to/example-dsh-home \
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--workspace /absolute/path/to/disposable-workspace \
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--session-id example-001 \
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"Inspect the repository and fix the failing tests."
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```
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2026-07-26 05:03:53 +08:00
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2026-08-24 16:02:51 +08:00
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兼容代理使用 `DEEPSEEK_BASE_URL`，脚本默认模型使用 `DSH_MODEL`，deployment persona 使用 `DSH_SYSTEM_PROMPT`。`--model` 是唯一运行时模型选择，不要求匹配的环境变量；`--profile` 可以选择另一个提供 SDK 服务的 profile。所选 home 保存生成的 `sdk-minimal` profile，并在 `sessions/` 下保存未压缩 JSONL 会话日志；脚本绝不会隐式读取 `~/.dsh`。
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2026-07-26 05:03:53 +08:00
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docs(python): define the standalone minimal profile
Record sdk-minimal as the narrow repository-owned exception to base-first profile composition: callers still launch only dsh and cannot provide an arbitrary Cordis tree, while the shipped bundle may own a complete explicit roster. Cross-link the launcher, profile-bundle, Python-runtime, minimal-agent, snapshot, and telemetry decisions; the supersession audit keeps each older note active because its remaining rationale is independent.
Update the CLI, architecture, Python tutorial/reference, example, runtime-wheel reference, and bundle documentation. The docs distinguish the full sdk profile from sdk-minimal, explain explicit-home/plugin/patch customization, state the minimal permission and persistence choices, and retain the separately packaged web profile and frontend assets for direct dsh use.
Correct dsh-base descriptions to cover base-backed profiles, make SDK startup configuration visible in the generated config catalog, add sdk-minimal to the module graph, and regenerate the base-composition graph. English and Chinese pairs are re-recorded at the exact reviewed contents.
2026-08-24 15:39:43 +08:00
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随附的 [`@deepseek-ai/dsh-sdk-minimal` 组合包](../../packages/bundle/sdk-minimal/README.zh.md)是该模式完整且显式的 Cordis 配置树。它只暴露：
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2026-07-26 05:03:53 +08:00
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2026-08-23 17:10:58 +08:00
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- Linux／macOS 上 agent 所有的持久 `bash`，或 Windows 上的 `pwsh`
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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- 支持 `view`、`create`、`str_replace` 与 `insert` 的 `str_replace_editor`
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2026-07-29 15:21:56 +08:00
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docs(python): define the standalone minimal profile
Record sdk-minimal as the narrow repository-owned exception to base-first profile composition: callers still launch only dsh and cannot provide an arbitrary Cordis tree, while the shipped bundle may own a complete explicit roster. Cross-link the launcher, profile-bundle, Python-runtime, minimal-agent, snapshot, and telemetry decisions; the supersession audit keeps each older note active because its remaining rationale is independent.
Update the CLI, architecture, Python tutorial/reference, example, runtime-wheel reference, and bundle documentation. The docs distinguish the full sdk profile from sdk-minimal, explain explicit-home/plugin/patch customization, state the minimal permission and persistence choices, and retain the separately packaged web profile and frontend assets for direct dsh use.
Correct dsh-base descriptions to cover base-backed profiles, make SDK startup configuration visible in the generated config catalog, add sdk-minimal to the module graph, and regenerate the base-composition graph. English and Chinese pairs are re-recorded at the exact reviewed contents.
2026-08-24 15:39:43 +08:00
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该组合包不包含 `dsh-base`，因此每一个新增配置项都是显式 profile 变更。运行时上下文、本地指令发现、compaction、settings、托管凭据、遥测、Web 工具、subagent 与完整默认工具清单均不存在。配置树保留 SDK 启动与 JSON-RPC 服务、一个由环境配置的 DeepSeek 适配器、本地执行和 JSONL 持久化。
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2026-07-29 15:21:56 +08:00
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2026-08-23 17:10:58 +08:00
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持久 PTY 与 editor 可以修改运行时进程可访问的任何路径，因此只应在一次性 checkout 或容器中使用。
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2026-07-29 15:21:56 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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## 添加插件
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2026-07-29 15:21:56 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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对同一个显式 home 使用运行时 wheel 提供的 `dsh` 命令，以进行持久 profile 变更：
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2026-08-12 10:59:06 +08:00
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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```sh
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export DSH_HOME=/absolute/path/to/example-dsh-home
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docs(python): define the standalone minimal profile
Record sdk-minimal as the narrow repository-owned exception to base-first profile composition: callers still launch only dsh and cannot provide an arbitrary Cordis tree, while the shipped bundle may own a complete explicit roster. Cross-link the launcher, profile-bundle, Python-runtime, minimal-agent, snapshot, and telemetry decisions; the supersession audit keeps each older note active because its remaining rationale is independent.
Update the CLI, architecture, Python tutorial/reference, example, runtime-wheel reference, and bundle documentation. The docs distinguish the full sdk profile from sdk-minimal, explain explicit-home/plugin/patch customization, state the minimal permission and persistence choices, and retain the separately packaged web profile and frontend assets for direct dsh use.
Correct dsh-base descriptions to cover base-backed profiles, make SDK startup configuration visible in the generated config catalog, add sdk-minimal to the module graph, and regenerate the base-composition graph. English and Chinese pairs are re-recorded at the exact reviewed contents.
2026-08-24 15:39:43 +08:00
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dsh plugin --profile sdk-minimal add file:/absolute/path/to/my-plugin-bundle
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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```
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docs(python): define the standalone minimal profile
Record sdk-minimal as the narrow repository-owned exception to base-first profile composition: callers still launch only dsh and cannot provide an arbitrary Cordis tree, while the shipped bundle may own a complete explicit roster. Cross-link the launcher, profile-bundle, Python-runtime, minimal-agent, snapshot, and telemetry decisions; the supersession audit keeps each older note active because its remaining rationale is independent.
Update the CLI, architecture, Python tutorial/reference, example, runtime-wheel reference, and bundle documentation. The docs distinguish the full sdk profile from sdk-minimal, explain explicit-home/plugin/patch customization, state the minimal permission and persistence choices, and retain the separately packaged web profile and frontend assets for direct dsh use.
Correct dsh-base descriptions to cover base-backed profiles, make SDK startup configuration visible in the generated config catalog, add sdk-minimal to the module graph, and regenerate the base-composition graph. English and Chinese pairs are re-recorded at the exact reviewed contents.
2026-08-24 15:39:43 +08:00
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在该命令中使用 `sdk-minimal` 可扩展本示例，使用 `sdk` 则扩展基于完整 base 的 SDK profile。Python 调用也可以在 `patches=(...)` 中传入更多绝对 patch 路径；后面的文件优先。所选 profile 必须保留 `@deepseek-ai/dsh-sdk-app` 或另一个 JSON-RPC server 配置项。该示例不接受完整 Cordis 文件或任意进程 argv。
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同一个运行时 wheel 还为直接 CLI 使用打包 `web` profile 及其前端产物：`dsh web` 会启动这个独立应用。Python SDK client 不能选择 `web`，因为其中没有 JSON-RPC server 配置项。
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docs(python): make the dsh profile runtime current
Document dsh as the only application launcher across architecture, CLI, SDK, app-boot, Python package, contributor, tutorial, and example references. Explain explicit home selection, profile and patch precedence, persistent external plugin installation, the Node-free runtime path, and the absence of complete-config or ~/.dsh fallbacks.
Record the Python profile-runtime decision and update the active naming, installed-wheel, and SEA packaging notes with precise supersession. Regenerate the configuration catalog and module graph after deleting the carrier, update both reviewed languages and pairing records, and classify the retained standalone Cordis files as lower-level test fixtures rather than launch interfaces.
2026-08-23 14:56:55 +08:00
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另见 [Python SDK 教程](../../docs/user/guide/python-sdk.zh.md)与 [SDK 参考](../../python/sdk/README.zh.md)。
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