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The panel could show the DSH default model but not change it, so an operator who wanted a different Executor or Assessor model had to edit the profile by hand. PUT default-model routes a switch through the Session Controller, which is the same path the DSH picker uses: it retargets the master Session and lets agent-default-model persist the choice into the profile through configEditor. switchDefaultModel refuses a provider the catalog cannot route and a model its group does not offer, and reports unchanged rather than writing the same value again. selectModel saves the default in the background, so the switch polls the catalog until the saved selection appears instead of assuming the write landed; effort is compared against the selection the Controller resolved, because it fills in a default effort the caller never sent. The refusal carries its reason as a code, which ApiError now keeps so the panel can word it in the operator's language instead of showing host English.
dsh-superagent
Research prototype for reference only, not an official DeepSeek product. This code grew out of our team's day-to-day development work, with much of the engineering done by coding agents. Treat it as research code, not production-ready software. It may still contain bugs, and its coding style and engineering practices may be inconsistent. Review and adapt it before using it in your own environment.
We have adapted it for publication, so it is not identical to our internal version or the implementation described in Exploring Super-agent Design: Towards a More Autonomous Agent System. Some designs discussed in the article are directions for future development and are not implemented in this prototype.
dsh-superagent is a proactive coding agent for one GitHub repository, packaged as a bundle for DeepSeek Harness. It listens to GitHub and, optionally, Feishu. When someone allowed asks the agent for work, it opens a work item, works on it in its own agent session and directory, and answers in the original conversation, for example with a pull request. A web panel shows what needs a person.
It is also a way of working with an agent: take as little human attention as possible, and give as much value as possible. An agent that can act for a whole team can also waste a whole team's attention, so it acts only when asked or when a rule the team wrote allows it, and speaks only when someone must act or can use a result. docs/000-philosophy.md explains the principle and what it asks of the operator.
Setup
Setup has many steps, so an agent does it with you. Ask your coding agent:
Read SETUP.md in this repository and set up dsh-superagent with me.
It asks one short question at a time, shows the full plan once, and then installs and configures everything. SETUP.md is what it follows.
Documentation
Read the numbered documents in order; each builds only on the ones before it.
- 000 Philosophy
- 001 Domain model
- 002 Authorization
- 003 Execution
- 004 Prompts
- 005 Panel
- 006 Deployment: manual setup, configuration, upgrades and troubleshooting
- 007 Architecture
- 008 Cookbook: adding a Source
Development
pnpm check runs the typecheck, the tests and the build.