dsh-shadow-mind
Parallel cognitive runtime for DeepSeek Harness: heartbeat-scheduled shadow agents that review, fact-check, and work alongside the main agent
winterhuan
@winterhuan
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安装
dsh plugin --profile web add github:winterhuan/dsh-shadow-mind
需要可复现安装时,可在仓库后追加 #commit 固定提交。
Parallel cognitive runtime for DeepSeek Harness: heartbeat-scheduled shadow agents that review, fact-check, and work alongside the main agent
该插件未提供要点说明,请参考仓库 README。
dsh-plugindsh
- 安装并启动 DeepSeek Harness:
npx @deepseek-ai/dsh web - 在终端执行上面的安装命令(CLI 会解析插件并核验来源)
- 用 dsh plugins list 确认已安装,必要时重启 Harness 生效
插件以当前 dsh 进程的权限运行,安装时可能执行代码。请先通读仓库源码与许可证,确认无破坏性命令与越权访问;本站只做索引,不对第三方插件安全性作担保。
| 代码仓库 | github.com/winterhuan/dsh-shadow-mind |
| 许可证 | MIT |
| 主要语言 | main |
| 下载量 | 1 |
| GitHub 星标 | 0 |
| 最近推送 | 2026-08-18 |
| 收录日期 | 2026-09-19 |
| 分类 | 开发与运行时 |
事实信息来自公开插件目录快照(2026-10-01),介绍文案由本站再加工。
以下为插件仓库 README 全文(原始内容,由公开目录抓取整理)。
# dsh-shadow-mind
Parallel cognitive runtime for [DeepSeek Harness](https://github.com/deepseek-ai/dsh) (DSH / Cordis).
This project is a DSH plugin implementation of [pi-shadow-mind](https://github.com/liuzhengdongfortest/pi-shadow-mind). The plugin runs multiple "Shadow Mind" agents beside the main agent to provide independent reviews, fact-checking, and parallel cognitive work: after each main-agent turn, a heartbeat scheduler randomly activates configured shadows, each with its own responsibility, tool allowlist, and run timeout.
> **Status**: functional prototype. Core heartbeat scheduling, restricted-tool shadow agents, per-run timeouts, lifecycle cleanup, and management tools work end-to-end. See [Known Limitations](#known-limitations) below.
## Relation to pi-shadow-mind
- Original project: https://github.com/liuzhengdongfortest/pi-shadow-mind
- This repository is a DSH plugin (dsh-plugin) implementation of pi-shadow-mind: the shadow-mind concepts are reimplemented on the DSH/Cordis runtime as an independent package — not a fork, and not a line-by-line translation.
- DSH uses different primitives (continuable subagents, native background notices, and the Cordis plugin model), so the implementation adapts the original design to them.
## Features
- **Heartbeat scheduling**: After each main-agent turn, randomly activates configured Shadow Minds.
- **Restricted-tool shadows**: Each shadow receives a sanitized main-session trajectory and an explicit tool allowlist. The default allowlist is read-only; configuring other tools can broaden that access.
- **Per-run timeout**: `timeout_seconds` (or the config default) bounds each shadow run; an expired run is interrupted and its slot is released.
- **Lifecycle cleanup**: `subagent/end` removes finished shadow runs, so slots and `active` counts stay accurate within an epoch.
- **Management tools**: Create, update, delete, list, enable, and disable shadow definitions via model tools. Persistent writes are gated behind the DSH approval service when one is mounted.
- **Config tools**: Read and write the global `config.json` via model tools (writes validate the merged result before persisting).
- **Pause/resume/epoch**: `/shadow pause` and `/shadow resume`; pausing also aborts running shadows. New user input increments the epoch and cancels running shadows from the previous epoch.
- **Auto toggle**: `/shadow auto on|off` actually enables/disables heartbeat activation.
- **Tool-call argument redaction**: Tool-call arguments are redacted before being forwarded to shadows (credentials are not leaked). Tool results are summarized.
## Installation
DSH plugins are loaded through a Cordis composition (profile or agent preset).
### 1. Install the package into a DSH profile
```bash
dsh plugin --profile web add @winterchenhuan/dsh-shadow-mind
```
For local development, build the package before adding the directory so `dist/index.js` exists:
```bash
cd /path/to/dsh-shadow-mind
npm install
npm run build
dsh plugin --profile web add /path/to/dsh-shadow-mind
```
The profile stores the local package as a path dependency; rerun `npm run build` after source changes, then restart DSH.
The current repository version is `0.1.6`. Installing by package name resolves the latest published npm version; to test an unpublished checkout, use the local-directory procedure above.
The package ships a `cordis.patch.yml`. The profile loader reads the package's `dsh.bundle.patch` manifest and applies it automatically; no manual profile `cordis.patch.yml` editing is needed.
### 2. Restart DSH
Restart DSH and the plugin will be loaded. The package exports a default Cordis plugin factory from `dist/index.js`.
## Configuration
Shadow definitions and global config live in:
```
$DSH_HOME/agent/shadow-minds/
├── config.json
├── grounded-reviewer.md
├── requirement-keeper.md
└── ...
```
`$DSH_HOME` defaults to `~/.dsh` (honoring the `DSH_HOME` environment variable), so the default location is `~/.dsh/agent/shadow-minds/`.
Example `config.json`:
```json
{
"heartbeat_probability": 0.33,
"max_parallel_shadows": 2,
"default_shadow_timeout_seconds": 120,
"headless_drain_timeout_seconds": 30,
"result_batch_window_ms": 5000,
"default_shadow_model": null,
"default_thinking_level": "low",
"random_seed": null
}
```
The timeout and heartbeat fields are active. `headless_drain_timeout_seconds`, `result_batch_window_ms`, and `default_thinking_level` are accepted for configuration compatibility but are not active yet; see [Known Limitations](#known-limitations).
Example shadow definition `grounded-reviewer.md`:
```md
---
id: grounded-reviewer
name: Project Grounding Checker
enabled: true
activation_probability: 0.6
run_with_model: openai/gpt-5-mini
thinking_level: low
tools:
- read
- grep
- glob
---
Check whether the main agent's claims are supported by the current workspace. If nothing is worth reporting, reply exactly: NOT_RELEVANT.
```
## Usage
After installation, restart the target profile and start DSH Web normally:
```bash
dsh web
```
(`dsh --profile web` is equivalent.)
In the Web UI, continue using the main agent. Shadow activations happen after main-agent turns according to the configured probability. Use `/shadow status` first to confirm the plugin loaded and to see registry/config diagnostics.
Typical flow:
1. `/shadow status` — confirm the plugin loaded and see the current state.
2. `/shadow list` — see which shadows are defined and enabled.
3. `/shadow probe grounded-reviewer` — manually run one shadow once to check it works.
4. Shadows then activate automatically after main-agent turns (heartbeat), as long as auto mode is ON.
## Commands
Use the single `/shadow` umbrella command:
```
/shadow status
/shadow probe [tools]
/shadow list
/shadow clean
/shadow auto
/shadow pause
/shadow resume
```
| Command | Purpose |
|---|---|
| `/shadow status` | Show the current state: active/paused, auto mode, epoch, running shadow count, event count, plus config/registry diagnostics. |
| `/shadow probe [tools]` | Manually run one shadow once without waiting for a heartbeat. `` selects the shadow (omit it to pick a random enabled one). Optional comma-separated `tools` overrides that shadow's tool allowlist. |
| `/shadow list` | List all shadow definitions: enabled/disabled, activation probability, and tool allowlist. |
| `/shadow clean` | Abort all currently running shadows and release their slots. |
| `/shadow auto ` | Enable/disable heartbeat activation. `off` stops random activations; already-running shadows are not affected. |
| `/shadow pause` / `/shadow resume` | Pause/resume the whole shadow system for the current session. Pausing also aborts running shadows. A new user message (new epoch) also stops shadows left over from the previous epoch. |
## Management Tools
These are registered as model-callable tools:
- `list_shadows`
- `create_shadow`
- `update_shadow`
- `delete_shadow`
- `enable_shadow`
- `disable_shadow`
- `trigger_shadow`
- `read_shadow_config`
- `write_shadow_config`
## Known Limitations
The following areas are not fully implemented yet:
| Area | Status |
|---|---|
| Independent Shadow AgentSession | **Partial**: DSH continuable subagents are used instead of a separate agent session. |
| `report_to_main` tool | **Missing**: DSH native background notices are used instead. Report batching and `steer`/`followUp` are not yet replicated. |
| Tool allowlist resolution | **Simplified**: missing-tool reporting and `report_to_main` injection are not implemented. |
| Per-shadow model auth check | **Missing**: `run_with_model` is passed as `agentOptions`, but auth validation is not performed. |
| Per-shadow `timeout_seconds` | **Enforced**: each run is bounded by `timeout_seconds` or `default_shadow_timeout_seconds`; expired runs are interrupted and their slots released. |
| Per-shadow `thinking_level` | **Not applied**: DSH uses reasoning effort, which is not yet mapped. |
| Shutdown drain / headless mode | **Missing**: no headless drain on process shutdown. |
| UI status panel / message renderer | **Partial**: a Client indicator exists in the dynamic prototype; the real package currently only exposes `/shadow`. |
| Debug session logs | **Not needed**: shadow runs are DSH continuable subagents, and DSH Web already shows their execution (trajectory, tool calls, results) live. The `debug` frontmatter field was removed accordingly. |
| Test suite | **Minimal**: vitest suite covers the pure scheduling, parsing, serialization, config, and drain logic; no harness integration tests yet. |
See [DESIGN.md](DESIGN.md) for the project's design goals; some of them are not fully implemented yet.
## Development
```bash
npm install
npm run typecheck
npm run verify # typecheck + unit tests
npm run build
```
`npm pack` runs `prepack` (i.e. `npm run build`) automatically, so a release tarball always contains `dist/index.js`.
## License
MIT
数据来源:公开的 DeepSeek Harness 插件目录与各插件 GitHub 仓库。本站为独立第三方目录,与 DeepSeek、幻方(High-Flyer)及插件作者均无隶属或背书关系。