团队记忆自演进管理工具，自动沉淀日常沟通、项目文档、决策记录等碎片化信息，支持语义检索与关联记忆推荐，无需手动维护即可让团队记忆库随项目推进持续更新，减少信息断层。
多Agent管线管理内核，内置任务板、台账、部署、注册表、巡检、打包复用与控制面板能力，支持多Agent任务编排、全链路跟踪与组件复用，开箱即用易集成。
解决DeepSeek Harness预设工作流难以适配动态任务的痛点，依托底层模型的推理规划能力，运行时自动合成专属任务工作流，支持多组件协同，免手动配置复杂流程即可适配各类动态任务需求。
DeepSeek Harness（DSH）插件生成工具：AI 自发发现能力缺口，子代理开发、迁移为独立 git 仓库并自动提交、热挂载与装入 profile。AI-native plugin generator for DeepSeek H...
Semantic long-term memory for DeepSeek Harness: hindsight_retain/recall/reflect tools + auto-recall over local Hindsight...
Archived-session management (show/unarchive/permanently delete) for the DSH Web GUI, with zero changes to official packa...
Antigravity CLI (agy) subagent provider plugin for DeepSeek Harness (dsh)
Browser-style session tab bar for DeepSeek Harness (DSH): one tab per opened session at the very top of the web app — cl...
PLUR memory for DeepSeek Harness — engrams injected into the system prompt, no tool call required. Local-first, Apache-2...
DeepSeek Harness plugin: compresses verbose tool error payloads before they reach model context
0-LLM compaction for DeepSeek Harness (dsh): deterministic atomic reference-graph pruning of agent history — exact compr...
A configurable DeepSeek Harness plugin that adds file-reading discipline to selected GPT model prompts.