ljsysfurryACE/dsh-aura-scheduler
Proactive scheduling for DeepSeek Harness: Aura heartbeat + value network (official is model-driven only)
Listed
1
Workflow
Bundle verified
What it does
Proactive scheduling: an adaptive heartbeat plus a value network (urgency, relevance, interruption cost) decides when the agent should speak unprompted.
Best for
- Agents that should proactively check in based on urgency, relevance, and interruption cost.
- Monitoring workflows triggered by file, process, HTTP, or port state changes.
- External systems that need to wake an agent through an HMAC-verified webhook.
- Cost-sensitive automation that should run proactive activity only during configured off-peak hours.
Not ideal for
- Request-only assistants that must never speak without an explicit user prompt.
- Simple model-created reminders that do not need adaptive heartbeat or sensor evaluation.
- Environments where periodic polling of configured sensors is undesirable.
- Workflows requiring proactive events during configured quiet hours or cooldown periods.
README
dsh-aura-scheduler
Aura 主动调度插件 —— 让 DeepSeek Harness 的 Agent “知道什么时候该开口”。
官方 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
- 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:
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:
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 / AgentFrame
Frequently Asked QuestionsFAQ
Use the verified command dsh plugin --profile default add github:ljsysfurryACE/dsh-aura-scheduler in a DSH-enabled shell. The command resolves the public package metadata and keeps the plugin attached to the catalog identity shown on this page.
Compatibility follows the bundle and profile status shown above. If a profile is not detected, keep the plugin disabled there and check the repository documentation before enabling it in production.
The GitHub link and activity metadata are the source of truth for releases and maintenance. Revisit this page after a new release to confirm the catalog has observed the latest version.