The deny-by-default governance kernel for AI agents — permissions, L0–L4 guardrails, human approvals and an immutable audit chain as an Apache-2.0, framework-neutral library. Gate LangGraph / CrewAI / n8n / Dify or plain scripts in three lines.
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
SkillMesh / 插台 — 能力通约网络的开放索引层。CCP协议的开源实现,零服务器成本,个人维护,全球双语。 SkillMesh / Cha-Tai — Open index layer for capability commensurability network. CCP protocol implementation, zero server cost, bilingual, globally open.
Assembled context for DeepSeek Harness: a context tree over the session surface with per-node assemble modes (full / key / off), agent-authored presets, and a panel that decides what the model actually sees.
The DeepSeek time-of-use meter for dsh: what this session cost, which tariff is running, when it flips, and the balance behind it — one line under the composer
轨迹解读 · Trajectory Reader — DeepSeek Harness (DSH) web client plugin: a new 轨迹解读 tab that interprets what the assistant did per user round (rules-based + optional LLM narrative), user messages unchanged.
A DeepSeek Harness plugin that stops agents from drifting off-task: it locks in the good first-round behavior, watches every step, and pulls the agent back when it degrades.