dsh-superagent: DeepSeek's 6,447-Star Prototype Compiles Its Philosophy Into Character Limits

Sun, 01 Nov 2026 00:00:00 +0000

DeepSeek published a repository called dsh-superagent-prototype on 31 October 2026. It 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 it is allowed to listen to asks for work, it opens a work item, does the work in its own agent session and its own directory, and answers in the conversation where the request was made — usually with a pull request. A web panel shows what needs a person.

Nearly every agent project published in 2026 describes what its agent can do. This one is organised around the opposite question: what is each thing it does going to cost the humans around it. The README states the rule in one line — “Take as little human attention as possible, and give as much value as possible” — and then, unusually, the code enforces it with numbers. An acknowledgement is capped at 100 words. A worker’s report summary is truncated at 600 characters. A page of text is 4,000 UTF-16 code units by default and 8,000 at most; a list is 20 items by default and 50 at most. A shell command issued by the orchestrating agent is refused if it invokes sleep at a command position, if its timeout exceeds 30 seconds, or if it waits on a job for more than 5 seconds.

Attention Budget on SoloSoft

dsh-superagent: DeepSeek's 6,447-Star Prototype Compiles Its Philosophy Into Character Limits