Apache-2.0 Rust CLI giving agents and humans one searchable memory over terminal output and AI sessions — including local Dsh sessions — connected via MCP tools and shell hooks.
DSH integration
Compatible
Author-claimed
Safety audit
Unaudited
Last verified
2026-08-21
License
Apache-2.0
01What can it help you accomplish?
Give DeepSeek Harness (Dsh) workflows a searchable agent memory over terminal output and AI sessions
Searchable WorkRecords — local Dsh sessions, terminal commands with stdout/stderr, exit codes and durations — reachable by agents via sivtr_search / sivtr_show / sivtr_zoom / sivtr_filter / sivtr_status
Developers running Dsh and other coding agents who want the agent to recall local evidence instead of re-pasting logs
Let the agent fix recent failures and resume interrupted work without pasting logs
Agent-driven fixes and resumable context based on exact local records, addressed to every hit via stable refs (show / zoom / filter)
Developers whose agents repeatedly rebuild already-existing context from terminal errors, test output and previous AI sessions
02How to install into DeepSeek Harness
Prerequisites
- A supported shell: Bash, Zsh, PowerShell or Nushell (shell hooks capture command output)
- No Rust toolchain required for the prebuilt CLI (`cargo binstall sivtr` or the install script); Rust is only needed for `cargo install sivtr` from source
- Node/npx only if you add the optional sivtr-memory skill (`npx skills add Ariestar/sivtr --skill sivtr-memory -g`)
Installation steps
- 01
Install the CLI: `cargo binstall sivtr` (prebuilt), or `curl -fsSL https://raw.githubusercontent.com/Ariestar/sivtr/main/install.sh | sh` on Linux/macOS/WSL, or `irm https://raw.githubusercontent.com/Ariestar/sivtr/main/install.ps1 | iex` on Windows PowerShell
$ curl -fsSL https://raw.githubusercontent.com/Ariestar/sivtr/main/install.sh | sh
- 02
Run `sivtr setup` for one-shot configuration (env detection + shell hooks + MCP host + sivtr-memory skill + smoke check), or stepwise: `sivtr init bash|zsh|powershell|nushell`, `sivtr mcp install`, `npx skills add Ariestar/sivtr --skill sivtr-memory -g -y`
$ npx skills add Ariestar/sivtr --skill sivtr-memory -g -y
- 03
Use `sivtr mcp install -p <hosts>` to register MCP with specific hosts; Dsh is one of the supported local sources whose agent sessions become searchable
Verify the integration
- Run `sivtr doctor` to diagnose and auto-fix binary/config/hooks/providers; `sivtr setup` itself ends with a smoke check
03DSH integration and capability boundaries
MCP-first agent memory CLI: register MCP tools for agent hosts via `sivtr mcp install`, and index local Dsh (DeepSeek Harness) agent sessions as searchable memory
MCP-first agent memory
local terminal output + all registered agent provider sessions (incl. Dsh)→agent-callable tools sivtr_search / sivtr_show / sivtr_zoom / sivtr_filter / sivtr_status
modifies agent host configuration to register the MCP server (`sivtr mcp install`)Shell history with output capture
commands run in Bash, Zsh, PowerShell or Nushell→records of command, stdout/stderr, exit code, directory and duration
installs hooks into your shell profile to capture command output (on Windows the hook is written only into the PowerShell profile, no registry changes)Named memory variables & TUI search
search results and command outputs→saved variables like @last / @failures usable in pipelines (`@`, `@failures[1,3..5]`), plus search/show/filter/nav CLI and a TUI workspace browser
Cross-device sharing & groups
local workspaces→read-only shares browsed via `desk:...` refs; multi-device groups with automatic sync
data leaves the machine during share/group sync (opt-in, read-only, common secrets redacted by default); an iroh daemon is started automatically when needed
04Who is it for? When not to use it?
Good for
- Developers running Dsh and other coding agents who want the agent to recall local evidence instead of re-pasting logs
- Developers whose agents repeatedly rebuild already-existing context from terminal errors, test output and previous AI sessions
05Compatibility, maintenance and safety notes
- On Windows, `sivtr init powershell` may report that the profile is not loaded; you need to run `Set-ExecutionPolicy -Scope CurrentUser RemoteSigned` once to raise the current user's execution policy. The hook is written only into the PowerShell profile — no registry changes.
- Memory is local-first, but cross-device sharing and group sync send data off-machine over encrypted iroh (opt-in, read-only, with common secrets redacted before leaving the machine), and a daemon starts automatically when needed.
- `sivtr setup` / `sivtr init` modify your shell configuration by installing hooks into your shell profile so command output can be captured; `sivtr doctor --fix` is provided to diagnose and repair hooks.
Apache-2.0 · actively maintained (latest release v0.5.1, 2026-08-18)
06Frequently asked questions
How does sivtr integrate with DeepSeek Harness (Dsh)?
Dsh is one of sivtr's supported sources: local Dsh agent sessions are indexed and become searchable alongside terminal output and sessions from other agents. For agent workflows, register MCP with `sivtr mcp install` and optionally add the bundled sivtr-memory skill.
Is it a native dsh plugin or MCP?
MCP-first: after `sivtr mcp install`, agents call sivtr_search / sivtr_show / sivtr_zoom / sivtr_filter / sivtr_status directly. Humans can also use the CLI and TUI workspace browser at any time.
What do I need before installing?
Just a supported shell. `cargo binstall sivtr` or the install script installs a prebuilt binary with no Rust toolchain required; Node/npx is only needed for the optional sivtr-memory skill.
Where does my data go?
Memory stays in a local workspace. Cross-device sharing is opt-in and read-only, redacts common secrets before data leaves the machine, and transports over encrypted iroh with an auto-started daemon.
Any known limitations?
On Windows, `sivtr init powershell` may require running `Set-ExecutionPolicy -Scope CurrentUser RemoteSigned` once. Shell hooks are written into your shell profile (no registry changes), and `sivtr doctor --fix` repairs broken setups.
07Related DSH workflows
deepseek-reasonix
by esengine
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
mnemon
by mnemon-dev
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with DeepSeek Harness, Claude Code, OpenClaw, and any agent runtime.
phi
by pulseaiclub
a coding Agent, rpc plugin, sub-agents, hashline edits, and mcp
deepseek-harness-docker
by runzhliu
Community Docker and Kubernetes packaging for DeepSeek Harness (@deepseek-ai/dsh), with a hardened image, Compose stack, Helm chart, Web UI, and headless CLI.
08Data and sources
| Dsh | 本地 Dsh agent sessions. |
**一个搜索面覆盖本地工作**：终端输出 + 所有已注册 Agent provider（Codex / Claude Code / Cursor / Dsh / Gemini / Goose / Hermes / OpenCode / Op…
Agent 工作流建议安装 `sivtr` CLI，用 `sivtr mcp install` 注册 MCP，并可选用内置 `sivtr-memory` skill。
This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-08-21. Found an error? Submit a correction.
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