dsh-proactive
Proactive multi-model scheduling plugin: multi-source signal intake with dedup and urgency ranking, a four-way execute/defer/dismiss/ask-user decision engine, DAG plan generation with parallel model execution, quality reflection with automatic retry and model switch, long-term memory for task patterns and lessons, and strategy evolution via genetic algorithms with sandboxed evaluation and canary rollout.
主动式多模型协同调度插件：多源信号接入（去重与紧急度排序），execute/defer/dismiss/ask-user 四级决策引擎，DAG 计划生成与多模型并行执行，质量反思自动重试与切换模型，任务模式与经验教训长期记忆，以及遗传算法策略进化（沙盒评估、金丝雀发布）。
How to install
dsh plugin add dsh-proactive About
dsh-proactive **主动智能（Proactive Intelligence）调度插件** —— DeepSeek Harness（DSH）生态中的多模型协同调度系统：自主感知、自主决策、自主进化，内置**科学家 / 理论家双心智**与**认知能量共生经济**。 > English | 中文 什么是主动智能？ 传统调度系统是**被动的**：收到信号才响应，没有信号就空转。本插件在「感知 → 决策 → 执行 → 反思 → 沉淀」闭环之上叠加自主层，让系统： **没有任务时**，主动观察自身运行状态、发现瓶颈、生成改进目标 **遇到未知领域**，主动发起探索，把"不知道"变成"有经验" **面对未来负载**，主动预测信号到达趋势，提前预留容量 **出现异常时**，主动熔断、限流、降级，而不是等到崩溃 架构总览 系统由三层组成：**质变内核**（一套共享统计语言的心智底座）、**三环自治**（操作环 / 进化环 / 元认知外环）、**共生经济层**（认知能量市场）。 ┌─ 共生经济层（symbiosis/）─────────────────────────────────────┐ │ 能量账本（复式记账·链式审计） 知识市场（连续双向拍卖·版税） │ │ 信念市场（LMSR·市场即心智） 智能体（信誉·立法执法分离） │ │ 共生运行时（生存→提案→否决→撮合→执行·铸币分红…
Recommendation signals
Meta
- License
- MIT
- Language
- TypeScript
- GitHub stars
- 4
- mo. downloads
- –
- Last push
- 2026-09-21
- Created
- 2026-08-15
Basic safety check
- Findings
- None
- Sources
- curated:awesome-dsh-plugin.com, curated:awesome-dsh-plugin/awesome-dsh-plugin
- Topics
- autonomous-agents, autonomous-scheduler, cordis, deepseek-harness, dsh, dsh-plugin, plugin, scheduler, self-evolving, typescript
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