Hermes 自进化协作系统：用原生工具做多 Agent 协作与技能沉淀
Hermes 自进化协作系统（@user_b2d76d7e/hermes-evolution-plus）是 SkillHub 上的 ai-agent 类 Skill，在 Hermes 原生工具 delegate_task、memory、skill_manage、todo 上融合 P0-P6 行为纪律、PM 协议、任务状态机、学习闭环、技能沉淀与自纠错及上下文瘦身，并附带 Python/Node 的 4 级压缩与信号检测脚本。本文基于官方页面说明介绍能力边界、SkillHub 安装命令与典型工作流，并说明发布方对比原生 Hermes 的 token/速度/成本自述及适用注意。
Read MoreDSH Knowledge Forge: A Local-First Automatic Wiki and Skill Memory Plugin
DeepSeek Harness (DSH) Knowledge Forge is a native plugin designed to provide local knowledge distillation capabilities for DSH Agent sessions. It converts conversation trajectories into progressively reusable knowledge and separates operational evidence from knowledge. Its core features include local-first capture, session-aware batching, one-time distillation, Wiki-to-Skill evolution, progressive disclosure, and white-box observability. It uses SQLite to maintain runtime state and Markdown files to store Wiki pages and native DSH Skills, enabling structured knowledge to be accumulated from conversations and improving reuse efficiency. The plugin requires DeepSeek Harness 0.1.0-rc.6 and Node.js.
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