`config.default` becomes the composition base of an `agent-presets` settings namespace, so the user document layers over the deployment's engineering default and a person can change which preset new sessions get without a restart. The value is read per resolution rather than snapshotted: a hot-reloaded document takes effect on the next session created, and every running session stays on the preset it was composed from — which is the same rule the session-header guard enforces from the other side. `resolve()` read `config.default` directly, which would have made the whole setting inert; it now goes through `defaultId` like every other caller. The write-protection test is rewritten against a temp profile root. It was passing vacuously: the un-overridden Loader REWRITES the composition it read — stamping `disabled: true` onto the self-disposing row — so the committed fixture had been mutated by the very run that proved the bug, and every later run compared against the damaged file and passed. Building the preset in a temp directory makes the assertion immune to its own failure mode, and it now fails with a visible `+ disabled: true` when the override is removed. Review follow-ups on this layer. The exported schema is `AgentPresetSettingsSchema`, symmetric with the `AgentPresetSettings` interface it resolves and self-describing at an import site. The `session.create` JSDoc promised "the deployment's default preset" for an omitted `agentPreset`, which this layer makes false — it now names the effective default. The constructor records why it does not use `installSettingsSection`: that helper re-judges what a consumer DERIVED across attach and detach, and nothing here is derived. The provider-unload test disposes the fiber `ctx.plugin()` handed back instead of reaching into `ctx.reflect.store`, and the write-protection wait says why slack is the right shape for an absence assertion. The real composition covers the layering too. `apps/cli` boots the shipped `cordis.yml`, stores `agent-presets.default`, and asserts an unnamed session composes from it — the package suite proves the layering against a hand-built context, this proves the roster and the settings provider are wired to each other. That test also pins the settings row at a temp file: it defaulted to `$DSH_HOME/settings.yaml`, so a developer's own stored default decided the outcome of a file whose whole point is that only the shipped root does. The Agent Note records the per-resolution read and its correspondence with the session header, and the vacuous-test finding above.
DeepSeek Harness
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DeepSeek Harness (dsh) is an open-source coding agent built on the DeepSeek Harness SDK.
It uses an architecture where everything is a plugin.
Internal testing notice
DeepSeek Harness is under internal testing. Features and interfaces may change.
The internal build uploads all Session Logs by default to help diagnose reported problems. Set DSH_TELEMETRY_DISABLED=1 to disable telemetry. Send feedback through the internal WeChat group.
Install
Clone the repository, then run the installer:
git clone <repo-url>
cd deepseek-harness
scripts/install.sh
The installer requires git and Node ^22.19 || >=24, offers to install pnpm when it is missing, prompts for a DeepSeek API key, builds the required repository artifacts, and launches the Web UI.
The default active checkout is ~/.dsh/source/current, and the launcher is linked into ~/.local/bin. Re-run the installer to update. scripts/install.sh owns alternate locations, update mechanics, and recovery options.
Use DeepSeek Harness
Web UI
For the recommended local interface, choose Web UI when the installer finishes. To start it later, or after updating the active checkout, build the repository and run:
(cd ~/.dsh/source/current && pnpm run build)
dsh web
The path above is the installer's default. If you set DSH_SOURCE or DSH_CURRENT, or reused an existing checkout, replace ~/.dsh/source/current with that checkout path; see scripts/install.sh for details. The Web UI is served at http://127.0.0.1:3080 by default.
Profiles
dsh boots profiles — ordered stacks of plugin-bundle patch layers under your own overrides in $DSH_HOME/profiles/<name>:
dsh --profile web # the browser UI (same as: dsh web)
dsh plugin --profile tui add <package> # install a plugin into a custom profile
dsh --profile tui # boot it
The CLI contract describes profile layout, layer semantics, and config dump commands.
Headless
Run one task, print the final answer, and exit:
dsh --profile headless "summarize this workspace"
Automation and SDKs
From a source checkout with DEEPSEEK_API_KEY in the environment or its root .env, start the ACP automation server:
pnpm run demo:acp
The Python SDK drives a bundled JSON-RPC runtime. The examples cover the runnable headless, ACP, JSON-RPC, Code Mode, and self-referential compositions.
Why DeepSeek Harness
Built-in capabilities cover file reading, editing, and search; shell and persistent PTY execution; reusable skills; task tracking, goals, plans, todos, and background tasks; subagents and workflows; sandboxing and approvals; settings and credentials; persistent, resumable, forkable, and queryable sessions; LSP and web access; context compaction; and telemetry. Each composition selects the subset appropriate to its surface. The Web UI includes Plan Mode.
- Everything is a plugin. Models, tools, policies, storage, context management, and interfaces are composable Cordis plugins, so deployments can extend or replace behavior without forking the agent loop. See the architecture for the underlying design.
- Runs are reconstructable. Anything visible to the model is logged in the authoritative session stream; persistence, resume/fork/query, replay, telemetry, and UIs derive from the same events. See the session-log architecture.
- Code Mode (opt-in). It exposes a
run_codetool and a generated TypeScript SDK; only program output re-enters model context. See Code Mode. - Self-referential Cordis tools are opt-in. They let the agent inspect its live runtime and mount or unmount plugins while it runs. See the Cordis tools.
Community
Follow DeepSeek Harness on Twitter for project updates.
Development
Start with the development guide and read the architecture before changing packages.
For agents, follow AGENTS.md.
DeepSeek Harness is currently in internal testing.
License
Third-party dependencies and their licenses are disclosed in THIRD_PARTY_NOTICES.md.