Proactive scheduling for DeepSeek Harness: Aura heartbeat + value network (official is model-driven only)
Pending human review — the facts below come from the source repository.
Proactive scheduling for DeepSeek Harness: Aura heartbeat + value network (official is model-driven only)
Users who want this capability in DSH; check the source and docs before installing.
dsh plugin --profile web add github:ljsysfurryACE/dsh-aura-scheduler No supported platforms were declared.
dsh-schedule 是模型驱动的：模型调用 schedule_create 创建提醒。 Aura 是系统驱动的：系统主动决定何时让 Agent 主动出击。 ## 差异化 | 能力 | 官方 dsh-schedule | dsh-aura-scheduler | |------|------------------|--------------------| | 创建提醒 | ✓ 模型主动调用 | ✓ (可配合) | | 系统主动出击 | × | ✓ Aura 心跳 | | 自适应频率 | × | ✓ 空闲越久越急切 | | 价值网络 | × | ✓ V = α·u + β·r − δ·i | | 静默时段 | × | ✓ 23:00-8:00 不打扰 | | 反骚扰冷却 | × | ✓ | | 传感器触发 (v2) | × | ✓ 文件/进程/HTTP/端口 监听 | | Webhook 触发 (v2) | × | ✓ HMAC 验证 + 限流 | | Off-peak 省钱 (v2) | × | ✓ 低谷时段才开口 | ## 接入 yaml - id: aura-scheduler name: '@agentframe/dsh-aura-scheduler' config: minInterval: 1800 # 30 min maxInterval: 7200 # 2 hours quietHours: [23, 8] # 夜间静默 alpha: 0.4 # 急切度权重 beta: 0.4 # 相关性权重 relevance: 0.5 delta: 0.2 # 打扰惩罚 cooldown: 600 # 反骚扰冷却 10min onProactive: notify # 主动事件回调 auto: true # ---- v2 新增 ---- offPeakHours: [2, 7] # 低谷时段 (省钱模式窗口) offPeakOnly: false # true = 只在低谷时段开口 sensors: # 传感器 (文件/进程/HTTP/端口 状态翻转触发) - kind: file target: /tmp/aura-signal intervalSeconds: 30 webhookSecret: '' # webhook HMAC 密钥 (留空自动生成) ## v2 新能力（吸收生态竞品） ### 1. 传感器触发（学 dsh-sentinel） 监听文件/进程/HTTP/端口，状态变化（不存在→出现、无匹配→匹配）时触发主动开口： typescript sensors: [ { kind: 'file', target: '/tmp/important.txt', pattern: 'done', intervalSeconds: 30 }, { kind: 'process', target: 'my-server', intervalSeconds: 60 }, { kind: 'http', target: 'https://api.example.com/health', pattern: '"ok"', intervalSeconds: 300 }, { kind: 'port', target: '127.0.0.1:8080', intervalSeconds: 60 }, ] ### 2. Webhook 触发（学 EngramPulse） 外部系统 POST 唤醒 Agent，HMAC-SHA256 签名验证 + 每分钟限流： typescript const url = await ctx.aura.addWebhook('deploy-finished', '检查部署结果并汇报') // POST {url} 带 X-Aura-Signature 头 (HMAC) ### 3. Off-peak 省钱模式（学 dsh-automations） offPeakOnly: true 时只在低谷时段（默认 2:00-7:00）主动开口，避开高峰价。 ## 机制 每分钟心跳 → 计算价值 V = α·(空闲率) + β·relevance − δ·interruption → 静默时段? 跳过 → 冷却中? 跳过 → V > 阈值 或 超过最大间隔? → 触发主动事件 → onProactive 回调 (emit 事件 或 webhook POST) ## 验证（smoke test 12/12 全绿） ✅ file 传感器: 文件出现 → 触发 (状态翻转 absent→match) ✅ file 传感器: 无变化 → 不触发 ✅ webhook: 注册返回路由 /aura-webhook/<name>?token=... ✅ webhook: 正确签名 → 200 + handler 收到 ✅ webhook: 错误签名 → 401 (HMAC 防护) ✅ webhook: 未知路由 → 404 ✅ service: 构造正常 ✅ service: offPeak 模式就绪 ✅ service: force tick 绕过 off-peak ✅ service: addWebhook 返回路由 ✅ service: webhook → proactive 触发 (proactiveCount=1) ## License GPL-3.0 © Cloud LTE Studio / AgentFrameNot by stars — picked by hand, one at a time.
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