sync cleaned docs: dsh-plugin/aura-scheduler/src/index.ts
Browse files
dsh-plugin/aura-scheduler/src/index.ts
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| 1 |
+
/**
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| 2 |
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* dsh-aura-scheduler — proactive scheduling for DeepSeek Harness.
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| 3 |
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*
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| 4 |
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* Official dsh-schedule is model-driven: the model calls schedule_create to
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* create reminders. Aura is the OPPOSITE: the system decides when the agent
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* should proactively reach out, based on:
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* - adaptive heartbeat (idle longer → more eager)
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| 8 |
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* - value network V = α·urgency + β·relevance − δ·interruption
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| 9 |
+
* - quiet hours (no proactive messages at night)
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* - anti-harassment cooldown
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*
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* This is the "AI knows when to speak" layer the official harness lacks.
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*
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* @module @agentframe/dsh-aura-scheduler
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*/
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import { Context } from '@deepseek-ai/cordis'
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import z from '@deepseek-ai/schemastery'
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export interface AuraSchedulerConfig {
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/** Minimum interval between proactive messages (seconds). */
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minInterval: number
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/** Maximum interval (seconds). */
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maxInterval: number
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/** Quiet hours: [startHour, endHour] in 24h, e.g. [23, 8]. */
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quietHours: [number, number]
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/** Alpha (urgency weight), beta (relevance), delta (interruption penalty). */
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alpha: number
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beta: number
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relevance: number
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delta: number
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/** Cooldown after last proactive message (seconds). */
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cooldown: number
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/** Callback invoked when the agent should proactively speak. */
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onProactive: string
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/** Auto-start the heartbeat. */
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auto: boolean
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}
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const DEFAULT_CONFIG: AuraSchedulerConfig = {
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minInterval: 1800, // 30 min
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maxInterval: 7200, // 2 hours
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+
quietHours: [23, 8],
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alpha: 0.4,
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beta: 0.4,
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relevance: 0.5,
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delta: 0.2,
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cooldown: 600,
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onProactive: '',
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auto: true,
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}
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/**
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* AuraSchedulerService — exposes ctx.aura (schedule/tick/status) and runs
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* the proactive heartbeat.
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*/
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export class AuraSchedulerService {
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static inject: string[] = []
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static Config: z<AuraSchedulerConfig> = z.object({
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minInterval: z.number().default(1800),
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maxInterval: z.number().default(7200),
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quietHours: z.tuple([z.number(), z.number()]).default([23, 8] as [number, number]),
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alpha: z.number().default(0.4),
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beta: z.number().default(0.4),
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relevance: z.number().default(0.5),
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delta: z.number().default(0.2),
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cooldown: z.number().default(600),
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onProactive: z.string().default(''),
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auto: z.boolean().default(true),
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})
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readonly config: AuraSchedulerConfig
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private timer: ReturnType<typeof setInterval> | null = null
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private lastProactiveAt = 0
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private heartbeatCount = 0
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private proactiveCount = 0
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private readonly ctx: Context
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constructor(ctx: Context, config: Partial<AuraSchedulerConfig> = {}) {
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this.ctx = ctx
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this.config = { ...DEFAULT_CONFIG, ...config }
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;(ctx as any).provide?.('aura')
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ctx.set('aura', this)
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if (this.config.auto) this.start()
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}
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// ===== Public API (ctx.aura) =====
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| 90 |
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start(): void {
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if (this.timer) return
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this._tick() // immediate first check
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this.timer = setInterval(() => this._tick(), 60_000)
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this.ctx.logger.info(
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`[aura] started: ${this.config.minInterval / 60}-${this.config.maxInterval / 60}min heartbeat, quiet ${this.config.quietHours[0]}:00-${this.config.quietHours[1]}:00`,
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)
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}
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stop(): void {
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if (this.timer) {
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clearInterval(this.timer)
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this.timer = null
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}
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}
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status(): Record<string, unknown> {
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return {
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running: this.timer !== null,
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heartbeatCount: this.heartbeatCount,
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proactiveCount: this.proactiveCount,
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lastProactiveAt: this.lastProactiveAt,
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config: this.config,
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}
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}
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/** Force a proactive tick (useful for tests / manual trigger). */
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| 117 |
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async tickNow(): Promise<boolean> {
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| 118 |
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return this._maybeProactive(true)
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| 119 |
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}
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// ===== Internals =====
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| 123 |
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private _tick(): void {
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this.heartbeatCount++
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void this._maybeProactive(false)
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| 126 |
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}
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| 127 |
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| 128 |
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/** Aura value network + heartbeat policy. */
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private _shouldAct(force: boolean): boolean {
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| 130 |
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const now = Date.now()
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| 131 |
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| 132 |
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// Quiet hours (force bypasses).
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| 133 |
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if (!force && this._inQuietHours()) {
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this.ctx.logger.info('[aura] quiet hours, skip')
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return false
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}
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| 138 |
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// Cooldown (force bypasses).
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| 139 |
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if (!force && now - this.lastProactiveAt < this.config.cooldown * 1000) {
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return false
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}
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| 142 |
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// Adaptive heartbeat: idle longer → higher eagerness.
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| 144 |
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const idleRatio = Math.min((now - this.lastProactiveAt) / 1000 / this.config.maxInterval, 1)
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| 145 |
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const eagerness = this.config.alpha * idleRatio + this.config.beta * this.config.relevance
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| 146 |
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const interruption = this.config.delta * this._interruptionCost()
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| 148 |
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// Value network: V = α·urgency + β·relevance − δ·interruption
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| 149 |
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const value = eagerness - interruption
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| 150 |
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this.ctx.logger.debug(`[aura] value=${value.toFixed(3)} (eager=${eagerness.toFixed(3)} intr=${interruption.toFixed(3)})`)
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| 152 |
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if (force) return value > -0.1
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| 153 |
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// Act when value crosses the bar OR heartbeat exceeded max interval.
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| 154 |
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const overdue = now - this.lastProactiveAt > this.config.maxInterval * 1000
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| 155 |
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return value > 0.2 || overdue
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| 156 |
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}
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+
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| 158 |
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private async _maybeProactive(force: boolean): Promise<boolean> {
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| 159 |
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if (!this._shouldAct(force)) return false
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| 160 |
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this.lastProactiveAt = Date.now()
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| 161 |
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this.proactiveCount++
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| 162 |
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| 163 |
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// Deliver via configured callback (e.g. "notify" event or a webhook URL).
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| 164 |
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const cb = this.config.onProactive
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| 165 |
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if (cb) {
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| 166 |
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try {
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| 167 |
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if (cb.startsWith('http')) {
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| 168 |
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await fetch(cb, { method: 'POST', body: JSON.stringify({ event: 'proactive', at: new Date().toISOString() }) })
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| 169 |
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} else {
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| 170 |
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this.ctx.emit(cb as any, { at: new Date().toISOString() })
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| 171 |
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}
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| 172 |
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this.ctx.logger.info(`[aura] proactive #${this.proactiveCount} delivered via ${cb}`)
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| 173 |
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} catch (e) {
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| 174 |
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this.ctx.logger.warn('[aura] proactive delivery failed:', e)
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| 175 |
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}
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| 176 |
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} else {
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| 177 |
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this.ctx.logger.info(`[aura] proactive #${this.proactiveCount} (no onProactive configured)`)
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| 178 |
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}
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| 179 |
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return true
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| 180 |
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}
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| 181 |
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| 182 |
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private _inQuietHours(): boolean {
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| 183 |
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const h = new Date().getHours()
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| 184 |
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const [start, end] = this.config.quietHours
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| 185 |
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if (start < end) return h >= start && h < end
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| 186 |
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return h >= start || h < end
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| 187 |
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}
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| 188 |
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| 189 |
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private _interruptionCost(): number {
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| 190 |
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// Placeholder: could read session activity / user presence.
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| 191 |
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return 0.3
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| 192 |
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}
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| 193 |
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}
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| 194 |
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export default AuraSchedulerService
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