feat: align minimal runtime profiles

This commit is contained in:
Yichen Jiang
2026-08-11 15:19:24 +08:00
parent c172faed37
commit 663253099d
18 changed files with 190 additions and 82 deletions

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# 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 docs/user/guide/python-sdk.md
python-sdk.md: 0713de6f96c110624d5f5a8f2ccf56dd4ce01096
python-sdk.zh.md: f8fa877b407a43c643fda405e1059fb487182761
python-sdk.md: ca88aac047c8f09f39e9a9ccca4cac06f75e30c9
python-sdk.zh.md: 76f89391807d467448710bbfd6987c0a7e8ad77f

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English | [中文](python-sdk.zh.md)
This tutorial installs the Python SDK, runs a checked-in Cordis composition without the Web UI, and uses the same API in your own program. It uses the compact [`minimal.cordis.yml`](../../../examples/jsonrpc-agent/minimal.cordis.yml) configuration as a complete example with a fixed system prompt, tool catalog, persistent-shell behavior, and compaction policy.
This tutorial installs the Python SDK, runs a checked-in Cordis composition without the Web UI, and uses the same API in your own program. It uses the compact [`minimal.cordis.yml`](../../../examples/jsonrpc-agent/minimal.cordis.yml) configuration as a complete example with a configurable system prompt, a two-tool catalog, persistent-shell behavior, and context compaction disabled.
## Prerequisites
@@ -63,6 +63,8 @@ Set the credential in the environment. Set `DEEPSEEK_BASE_URL` as well when the
```sh
export DEEPSEEK_API_KEY=sk-your-key-here
# export DEEPSEEK_BASE_URL=http://127.0.0.1:8000/v1
# export DSH_MODEL=deepseek-v4-flash
# export DSH_SYSTEM_PROMPT='You are a helpful software engineer assistant.'
```
Run one task from the repository checkout:
@@ -110,16 +112,18 @@ print(result.final_response)
## Understand the example configuration
| Surface | Fixed value |
| Surface | Value |
|---|---|
| System prompt | `You are a helpful software engineer assistant.` |
| System prompt | `DSH_SYSTEM_PROMPT`, falling back to `You are a helpful software engineer assistant.` |
| Model in `minimal.py` | `--model`, then `DSH_MODEL`, then `deepseek-v4-flash` |
| Model-facing tools | Persistent `bash` and `str_replace_editor` only |
| Bash timeout | 300 seconds |
| Editor output limit | 16,000 characters |
| Compaction | Trigger ratio `0.8`, retain `20,480` tokens, summary cap `8,192` tokens, one retry |
| Context compaction | Disabled |
| Filesystem | Bare local backend; absolute editor paths may address any path visible to the runtime process |
| Session persistence | Uncompressed JSONL under `DSH_SESSION_ROOT` |
The configuration omits harness identity, workspace prompt text, skills, one-shot Bash, task tools, and every other model-facing plugin. Filesystem policy facts are logged as runtime user context rather than appended to the system prompt. The editor requires absolute paths as an unconditional current contract, so the obsolete `requireAbsolutePath` option is absent.
The configuration omits harness identity, workspace prompt text, skills, one-shot Bash, task tools, compaction, and every other model-facing plugin. Sandbox-policy facts are logged as runtime user context rather than appended to the system prompt. The editor requires absolute paths as an unconditional current contract, so the obsolete `requireAbsolutePath` option is absent.
## Choose workspace and session IDs

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[English](python-sdk.md) | 中文
本教程介绍如何安装 Python SDK、在不使用 Web UI 的情况下运行仓库内置 Cordis 组合,以及如何在自己的程序中调用同一套 API。教程使用精简且完整的 [`minimal.cordis.yml`](../../../examples/jsonrpc-agent/minimal.cordis.yml) 作为示例,其中固定了系统提示词、工具目录持久 shell 行为和压缩(compaction策略
本教程介绍如何安装 Python SDK、在不使用 Web UI 的情况下运行仓库内置 Cordis 组合,以及如何在自己的程序中调用同一套 API。教程使用精简且完整的 [`minimal.cordis.yml`](../../../examples/jsonrpc-agent/minimal.cordis.yml) 作为示例,其中包含可配置的系统提示词、工具目录持久 shell 行为并关闭上下文压缩context compaction
## 前置要求
@@ -63,6 +63,8 @@ python -m pip install --find-links dist-python "deepseek-harness-sdk==$version"
```sh
export DEEPSEEK_API_KEY=sk-your-key-here
# export DEEPSEEK_BASE_URL=http://127.0.0.1:8000/v1
# export DSH_MODEL=deepseek-v4-flash
# export DSH_SYSTEM_PROMPT='You are a helpful software engineer assistant.'
```
从仓库 checkout 运行一个任务:
@@ -110,16 +112,18 @@ print(result.final_response)
## 了解示例配置
| 方面 | 固定值 |
| 方面 | 值 |
|---|---|
| 系统提示词 | `You are a helpful software engineer assistant.` |
| 系统提示词 | `DSH_SYSTEM_PROMPT`;未设置时使用 `You are a helpful software engineer assistant.` |
| `minimal.py` 使用的模型 | `--model`,其次为 `DSH_MODEL`,最后为 `deepseek-v4-flash` |
| 面向模型的工具 | 仅持久 `bash``str_replace_editor` |
| Bash 超时 | 300 秒 |
| 编辑器输出上限 | 16,000 个字符 |
| 压缩 | 触发比例 `0.8`、保留 `20,480` 个 token、摘要上限 `8,192` 个 token、重试 1 次 |
| 上下文压缩 | 已关闭 |
| 文件系统 | 裸本地后端;编辑器使用绝对路径,可以访问运行时进程可见的任何路径 |
| 会话持久化 | `DSH_SESSION_ROOT` 下未压缩的 JSONL |
该配置省略了 harness 身份、workspace 提示词文本、skill技能、一次性 Bash、任务工具和其他所有面向模型的插件。文件系统策略事实记录为运行时用户上下文,而不会追加到系统提示词中。编辑器无条件要求绝对路径,因此配置中没有已经废弃的 `requireAbsolutePath` 选项。
该配置省略了 harness 身份、workspace 提示词文本、skill技能、一次性 Bash、任务工具、上下文压缩和其他所有面向模型的插件。沙箱策略事实记录为运行时用户上下文,而不会追加到系统提示词中。编辑器无条件要求绝对路径,因此配置中没有已经废弃的 `requireAbsolutePath` 选项。
## 选择 workspace 与 session id