fix(minimal): configure tools and complete image offload recovery

python/sdk/README.i18n.yaml

@@ -12,8 +12,8 @@
   en: 5fceaffcc35039c6
   zh: 1d87e3defe7e875b
 /deepseek-harness-python-sdk/customize-plugins:
-  en: d32ee602f121e6af
-  zh: fdea4487688e5774
+  en: 69a6a6745c6e89c1
+  zh: 85e82a4cc31e16e5
 /deepseek-harness-python-sdk/results-and-notifications:
-  en: 173d2dc1ce63fe2d
-  zh: 5354e18c59f20878
+  en: d4f7366c2d260639
+  zh: 7de99aed2b1bdd0a

python/sdk/README.md

@@ -85,7 +85,7 @@ with DeepSeekHarness(
 
 `provider` selects a provider route registered by the chosen Cordis composition; `model` is the model id resolved by that adapter. `reasoning_effort` is an optional non-empty adapter-owned identifier for that exact route; omission preserves the model's own default. `max_tokens` is an optional positive per-request output-token cap for the root agent and its in-process descendants; omission leaves the provider default in control. Initialization rejects a missing adapter, unavailable model, or unsupported effort before a prompt runs. Compaction summaries keep the separate limit configured by their compaction plugin. The bundled default composition registers `deepseek-official`. A custom composition can mount `llm-pi-ai`, configure provider-specific credentials/endpoints there, and select any provider/model present in pi-ai's installed catalog.
 
-The shipped `sdk-minimal` profile is a standalone explicit tree rather than an overlay on `dsh-base`. Select it with `profile="sdk-minimal"`; the ordinary `model` argument is the sole runtime model selection, including for model ids outside the adapter's advisory catalog. It provides only a platform-selected persistent shell, local execution, and JSONL sessions; filesystem tools, settings, managed credentials, telemetry, Web tools, and the full default tool roster remain available through the separate full `sdk` and `web` profiles.
+The shipped `sdk-minimal` profile is a standalone explicit tree rather than an overlay on `dsh-base`. Select it with `profile="sdk-minimal"`; the ordinary `model` argument is the sole runtime model selection, including for model ids outside the adapter's advisory catalog. It provides a platform-selected persistent shell, `read_image`, `working_directory`, local execution, JSONL sessions, and automatic compaction. Text file tools, settings, managed credentials, telemetry, Web tools, and the full default tool roster remain available through the separate full `sdk` and `web` profiles. SDK prompt text does not execute `/compact`.
 
 ## Results and notifications
 
@@ -93,7 +93,7 @@ The shipped `sdk-minimal` profile is a standalone explicit tree rather than an o
 
 `HarnessClient` retains discovered subagent ancestry for the runtime process lifetime. During `Session.run()`, `RunResult.notifications` and `on_notification` receive the root session and known descendants in wire order. `RunResult.events` contains root-session events only, so descendant output cannot replace the root response. The low-level `session_prompt()` returns the queued message id immediately; callers that bypass `Session.run()` own the later activity boundary.
 
-The selected home stores profiles, plugins, and every profile-owned durable resource. The full `sdk` profile uses its credentials, settings, and session stores; `sdk-minimal` uses only its JSONL session store. Use a fresh home when those resources must be isolated, and a fresh session id for independent work. Reusing both a harness and session id continues the durable conversation and session-owned resources.
+The selected home stores profiles, plugins, and every profile-owned durable resource. The full `sdk` profile uses its credentials, settings, and session stores; `sdk-minimal` uses JSONL session storage and stores images under `$DSH_HOME/attachments/v1`, with request-image cache under `$DSH_HOME/cache/attachments`. Use a fresh home when those resources must be isolated, and a fresh session id for independent work. Reusing both a harness and session id continues the durable conversation and session-owned resources.
 
 See the [Python tutorial](../../docs/user/guide/python-sdk.md), [runnable example](examples/README.md), and [runtime wheel reference](../sdk-runtime/README.md).
 

python/sdk/README.zh.md

@@ -85,7 +85,7 @@ with DeepSeekHarness(
 
 `provider` 选择指定 Cordis 组合所注册的提供方路由；`model` 是该适配器解析出的模型 ID。`reasoning_effort` 是该确切路由可选的非空适配器自有标识符；省略时保留模型自身的默认值。`max_tokens` 是一个可选的正整数，用于限制根 agent 及其进程内后代在每次请求中输出的 token 数量；省略该参数时，由提供方的默认行为决定输出上限。缺少适配器、模型不可用或推理强度不受支持时，初始化会在提示词运行前拒绝。压缩（compaction）摘要继续使用压缩插件单独配置的上限。内置默认组合注册 `deepseek-official`。自定义组合可以挂载 `llm-pi-ai`，在其中配置各提供方专属的凭据和端点，并选择 pi-ai 已安装 catalog 中存在的任意提供方／模型组合。
 
-随附的 `sdk-minimal` profile 是独立显式配置树，而不是 `dsh-base` 上的 overlay。使用 `profile="sdk-minimal"` 选择它；普通 `model` 参数是唯一运行时模型选择，也适用于不在适配器建议目录中的模型 ID。它只提供按平台选择的持久 shell、本地执行与 JSONL 会话；文件系统工具、设置、托管凭据、遥测、Web 工具与完整默认工具清单仍由独立的完整 `sdk` 与 `web` profile 提供。
+随附的 `sdk-minimal` profile 是独立显式配置树，而不是 `dsh-base` 上的 overlay。使用 `profile="sdk-minimal"` 选择它；普通 `model` 参数是唯一运行时模型选择，也适用于不在适配器建议目录中的模型 ID。它提供按平台选择的持久 shell、`read_image`、`working_directory`、本地执行、JSONL 会话和自动压缩。文本文件工具、设置、托管凭据、遥测、Web 工具与完整默认工具清单仍由独立的完整 `sdk` 与 `web` profile 提供。SDK 提示词文本不会执行 `/compact`。
 
 ## 结果与通知
 
@@ -93,7 +93,7 @@ with DeepSeekHarness(
 
 `HarnessClient` 会在运行时进程的整个生命周期内保留已发现的 subagent 谱系。在 `Session.run()` 期间，`RunResult.notifications` 与 `on_notification` 按协议顺序接收根会话和已知后代的通知。`RunResult.events` 只包含根会话事件，因此后代输出不会替换根响应。底层 `session_prompt()` 会立即返回已排队消息的 id；绕过 `Session.run()` 的调用方自行负责后续活动边界。
 
-所选 home 保存 profile、插件与每个 profile 自有的持久资源。完整 `sdk` profile 使用其中的凭据、设置与会话存储；`sdk-minimal` 只使用自己的 JSONL 会话存储。需要隔离这些资源时应使用新的 home；独立工作应使用新的会话 ID。同时复用 harness 与会话 ID 会延续持久对话和会话资源。
+所选 home 保存 profile、插件与每个 profile 自有的持久资源。完整 `sdk` profile 使用其中的凭据、设置与会话存储；`sdk-minimal` 保存 JSONL 会话，将图片存储在 `$DSH_HOME/attachments/v1` 下，请求图片缓存位于 `$DSH_HOME/cache/attachments` 下。需要隔离这些资源时应使用新的 home；独立工作应使用新的会话 ID。同时复用 harness 与会话 ID 会延续持久对话和会话资源。
 
 另见 [Python 教程](../../docs/user/guide/python-sdk.zh.md)、[可运行示例](examples/README.zh.md) 和 [运行时 wheel 包参考](../sdk-runtime/README.zh.md)。