白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

通过扫码或机器人凭据把IM机器人接入DeepSeek Harness（支持飞书、微信、钉钉、企业微信、QQ、Slack、Telegram、Discord和WhatsApp）。 Connect IM bots to DeepSeek Harness via QR code or credentials (9 channels).

Local-first cross-session long-term memory for DeepSeek Harness: dual-scope SQLite stores, hybrid FTS5 + local-vector retrieval with RRF, an evidence gate, provenance audit and SM-2 spaced repetition. 23 narrow tools, zero external services, zero API keys

在 DSH 对话中生成交互式可视化｜Render model-generated interactive cards inside DSH conversations

把 DSH 变成 2005 年门户网站｜Parody ads, fake games, and popups for the DSH Web UI

DSH IM Connect — 将主流即时通讯平台接入本机 DeepSeek Harness · Connect major messaging platforms to local DeepSeek Harness agents

综合性增强插件：界面优化、布局调整与提示词注入等更多功能。A comprehensive enhancement plugin with UI polish, layout tweaks, prompt injection, and more.

Open-source quantum Agent workspace with a desktop client, Web UI, messaging, Qiskit/MCP tools, and scientific validation

Community Docker and Kubernetes packaging for DeepSeek Harness (@deepseek-ai/dsh), with a hardened image, Compose stack, Helm chart, Web UI, and headless CLI.

帮 DSH 搜索、安装并验证插件的 Skill｜A DSH skill that finds, installs, and verifies GitHub plugins

The bioinformatics agent desktop for clinicians and wet-lab scientists — built on DeepSeek Harness. One-click installers, a skill store, offline mode.