feat(caldav): add slot support for feed items

Adds three LLM-fillable slots to every CalDav feed item:
insight, preparation, and crossSource. Slot prompts are
stored in separate .txt files under src/prompts/ with
few-shot examples to steer the LLM away from restating
event details.

Co-authored-by: Ona <no-reply@ona.com>

bun.lock

@@ -89,6 +89,17 @@
         "arktype": "^2.1.0",
       },
     },
+    "packages/aris-feed-enhancers": {
+      "name": "@aris/feed-enhancers",
+      "version": "0.0.0",
+      "dependencies": {
+        "@aris/core": "workspace:*",
+        "@aris/source-caldav": "workspace:*",
+        "@aris/source-google-calendar": "workspace:*",
+        "@aris/source-tfl": "workspace:*",
+        "@aris/source-weatherkit": "workspace:*",
+      },
+    },
     "packages/aris-source-caldav": {
       "name": "@aris/source-caldav",
       "version": "0.0.0",
@@ -144,6 +155,8 @@
 
     "@aris/data-source-weatherkit": ["@aris/data-source-weatherkit@workspace:packages/aris-data-source-weatherkit"],
 
+    "@aris/feed-enhancers": ["@aris/feed-enhancers@workspace:packages/aris-feed-enhancers"],
+
     "@aris/source-caldav": ["@aris/source-caldav@workspace:packages/aris-source-caldav"],
 
     "@aris/source-google-calendar": ["@aris/source-google-calendar@workspace:packages/aris-source-google-calendar"],

packages/aris-core/src/feed.test.ts

@@ -0,0 +1,87 @@
+import { describe, expect, test } from "bun:test"
+
+import type { FeedItem, Slot } from "./feed"
+
+describe("FeedItem slots", () => {
+	test("FeedItem without slots is valid", () => {
+		const item: FeedItem<"test", { value: number }> = {
+			id: "test-1",
+			type: "test",
+			timestamp: new Date(),
+			data: { value: 42 },
+		}
+
+		expect(item.slots).toBeUndefined()
+	})
+
+	test("FeedItem with unfilled slots", () => {
+		const item: FeedItem<"weather", { temp: number }> = {
+			id: "weather-1",
+			type: "weather",
+			timestamp: new Date(),
+			data: { temp: 18 },
+			slots: {
+				insight: {
+					description: "A short contextual insight about the current weather",
+					content: null,
+				},
+				"cross-source": {
+					description: "Connection between weather and calendar events",
+					content: null,
+				},
+			},
+		}
+
+		expect(item.slots).toBeDefined()
+		expect(Object.keys(item.slots!)).toEqual(["insight", "cross-source"])
+		expect(item.slots!.insight!.content).toBeNull()
+		expect(item.slots!["cross-source"]!.content).toBeNull()
+	})
+
+	test("FeedItem with filled slots", () => {
+		const item: FeedItem<"weather", { temp: number }> = {
+			id: "weather-1",
+			type: "weather",
+			timestamp: new Date(),
+			data: { temp: 18 },
+			slots: {
+				insight: {
+					description: "A short contextual insight about the current weather",
+					content: "Rain after 3pm — grab a jacket before your walk",
+				},
+			},
+		}
+
+		expect(item.slots!.insight!.content).toBe("Rain after 3pm — grab a jacket before your walk")
+	})
+
+	test("Slot interface enforces required fields", () => {
+		const slot: Slot = {
+			description: "Test slot description",
+			content: null,
+		}
+
+		expect(slot.description).toBe("Test slot description")
+		expect(slot.content).toBeNull()
+
+		const filledSlot: Slot = {
+			description: "Test slot description",
+			content: "Filled content",
+		}
+
+		expect(filledSlot.content).toBe("Filled content")
+	})
+
+	test("FeedItem with empty slots record", () => {
+		const item: FeedItem<"test", { value: number }> = {
+			id: "test-1",
+			type: "test",
+			timestamp: new Date(),
+			data: { value: 1 },
+			slots: {},
+		}
+
+		expect(item.slots).toEqual({})
+		expect(Object.keys(item.slots!)).toHaveLength(0)
+	})
+})

packages/aris-core/src/feed.ts

@@ -23,6 +23,20 @@ export interface FeedItemSignals {
 	timeRelevance?: TimeRelevance
 }
 
+/**
+ * A named slot for LLM-fillable content on a feed item.
+ *
+ * Sources declare slots with a description that tells the LLM what content
+ * to generate. The enhancement harness fills `content` asynchronously;
+ * until then it remains `null`.
+ */
+export interface Slot {
+	/** Tells the LLM what this slot wants — written by the source */
+	description: string
+	/** LLM-filled text content, null until enhanced */
+	content: string | null
+}
+
 /**
  * A single item in the feed.
  *
@@ -36,6 +50,12 @@ export interface FeedItemSignals {
  *   timestamp: new Date(),
  *   data: { temp: 18, condition: "cloudy" },
  *   signals: { urgency: 0.5, timeRelevance: "ambient" },
+ *   slots: {
+ *     insight: {
+ *       description: "A short contextual insight about the current weather",
+ *       content: null,
+ *     },
+ *   },
  * }
  * ```
  */
@@ -53,4 +73,6 @@ export interface FeedItem<
 	data: TData
 	/** Source-provided hints for post-processors. Optional — omit if no signals apply. */
 	signals?: FeedItemSignals
+	/** Named slots for LLM-fillable content. Keys are slot names. */
+	slots?: Record<string, Slot>
 }

packages/aris-core/src/index.ts

@@ -7,7 +7,7 @@ export type { ActionDefinition } from "./action"
 export { UnknownActionError } from "./action"
 
 // Feed
-export type { FeedItem, FeedItemSignals } from "./feed"
+export type { FeedItem, FeedItemSignals, Slot } from "./feed"
 export { TimeRelevance } from "./feed"
 
 // Feed Source

packages/aris-feed-enhancers/package.json

@@ -0,0 +1,17 @@
+{
+	"name": "@aris/feed-enhancers",
+	"version": "0.0.0",
+	"type": "module",
+	"main": "src/index.ts",
+	"types": "src/index.ts",
+	"scripts": {
+		"test": "bun test src/"
+	},
+	"dependencies": {
+		"@aris/core": "workspace:*",
+		"@aris/source-caldav": "workspace:*",
+		"@aris/source-google-calendar": "workspace:*",
+		"@aris/source-tfl": "workspace:*",
+		"@aris/source-weatherkit": "workspace:*"
+	}
+}

packages/aris-feed-enhancers/src/index.ts

@@ -0,0 +1 @@
+export { createTimeOfDayEnhancer, type TimeOfDayEnhancerOptions } from "./time-of-day-enhancer.ts"

packages/aris-feed-enhancers/src/time-of-day-enhancer.test.ts

@@ -0,0 +1,704 @@
+import type { FeedItem, FeedItemSignals } from "@aris/core"
+
+import { Context, TimeRelevance } from "@aris/core"
+import { CalDavFeedItemType } from "@aris/source-caldav"
+import { CalendarFeedItemType } from "@aris/source-google-calendar"
+import { TflFeedItemType } from "@aris/source-tfl"
+import { WeatherFeedItemType } from "@aris/source-weatherkit"
+import { describe, expect, test } from "bun:test"
+
+import {
+	createTimeOfDayEnhancer,
+	getTimePeriod,
+	getDayType,
+	TimePeriod,
+	DayType,
+} from "./time-of-day-enhancer"
+
+// =============================================================================
+// Helpers
+// =============================================================================
+
+function makeContext(date: Date): Context {
+	return new Context(date)
+}
+
+function makeDate(year: number, month: number, day: number, hour: number, minute = 0): Date {
+	return new Date(year, month - 1, day, hour, minute, 0, 0)
+}
+
+/** Tuesday 2025-07-08 at given hour:minute */
+function tuesday(hour: number, minute = 0): Date {
+	return makeDate(2025, 7, 8, hour, minute)
+}
+
+/** Saturday 2025-07-12 at given hour:minute */
+function saturday(hour: number, minute = 0): Date {
+	return makeDate(2025, 7, 12, hour, minute)
+}
+
+function weatherCurrent(id = "w-current"): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Current,
+		timestamp: new Date(),
+		data: { temperature: 18, precipitationIntensity: 0 },
+	}
+}
+
+function weatherCurrentRainy(id = "w-current-rain"): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Current,
+		timestamp: new Date(),
+		data: { temperature: 12, precipitationIntensity: 2.5 },
+	}
+}
+
+function weatherCurrentExtreme(id = "w-current-extreme"): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Current,
+		timestamp: new Date(),
+		data: { temperature: -5, precipitationIntensity: 0 },
+	}
+}
+
+function weatherHourly(id = "w-hourly"): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Hourly,
+		timestamp: new Date(),
+		data: { forecastTime: new Date(), temperature: 20 },
+	}
+}
+
+function weatherDaily(id = "w-daily"): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Daily,
+		timestamp: new Date(),
+		data: { forecastDate: new Date() },
+	}
+}
+
+function weatherAlert(id = "w-alert", urgency = 0.9): FeedItem {
+	return {
+		id,
+		type: WeatherFeedItemType.Alert,
+		timestamp: new Date(),
+		data: { severity: "extreme" },
+		signals: { urgency, timeRelevance: TimeRelevance.Imminent },
+	}
+}
+
+function calendarEvent(
+	id: string,
+	startTime: Date,
+	options: { location?: string; signals?: FeedItemSignals } = {},
+): FeedItem {
+	return {
+		id,
+		type: CalendarFeedItemType.Event,
+		timestamp: new Date(),
+		data: {
+			eventId: id,
+			calendarId: "primary",
+			title: `Event ${id}`,
+			description: null,
+			location: options.location ?? null,
+			startTime,
+			endTime: new Date(startTime.getTime() + 3_600_000),
+			isAllDay: false,
+			status: "confirmed",
+			htmlLink: "",
+		},
+		signals: options.signals,
+	}
+}
+
+function calendarAllDay(id: string): FeedItem {
+	return {
+		id,
+		type: CalendarFeedItemType.AllDay,
+		timestamp: new Date(),
+		data: {
+			eventId: id,
+			calendarId: "primary",
+			title: `All Day ${id}`,
+			description: null,
+			location: null,
+			startTime: new Date(),
+			endTime: new Date(),
+			isAllDay: true,
+			status: "confirmed",
+			htmlLink: "",
+		},
+		signals: { timeRelevance: TimeRelevance.Ambient },
+	}
+}
+
+function caldavEvent(
+	id: string,
+	startDate: Date,
+	options: { location?: string; signals?: FeedItemSignals } = {},
+): FeedItem {
+	return {
+		id,
+		type: CalDavFeedItemType.Event,
+		timestamp: new Date(),
+		data: {
+			uid: id,
+			title: `CalDAV ${id}`,
+			startDate,
+			endDate: new Date(startDate.getTime() + 3_600_000),
+			isAllDay: false,
+			location: options.location ?? null,
+			description: null,
+			calendarName: null,
+			status: "confirmed",
+			url: null,
+			organizer: null,
+			attendees: [],
+			alarms: [],
+			recurrenceId: null,
+		},
+		signals: options.signals,
+	}
+}
+
+function tflAlert(id = "tfl-1", urgency = 0.8): FeedItem {
+	return {
+		id,
+		type: TflFeedItemType.Alert,
+		timestamp: new Date(),
+		data: {
+			line: "northern",
+			lineName: "Northern",
+			severity: "major-delays",
+			description: "Delays",
+		},
+		signals: { urgency, timeRelevance: TimeRelevance.Imminent },
+	}
+}
+
+function unknownItem(id = "unknown-1"): FeedItem {
+	return {
+		id,
+		type: "some-future-type",
+		timestamp: new Date(),
+		data: { foo: "bar" },
+	}
+}
+
+// =============================================================================
+// Period detection
+// =============================================================================
+
+describe("getTimePeriod", () => {
+	test("morning: 06:00–11:59", () => {
+		expect(getTimePeriod(tuesday(6))).toBe(TimePeriod.Morning)
+		expect(getTimePeriod(tuesday(8))).toBe(TimePeriod.Morning)
+		expect(getTimePeriod(tuesday(11, 59))).toBe(TimePeriod.Morning)
+	})
+
+	test("afternoon: 12:00–16:59", () => {
+		expect(getTimePeriod(tuesday(12))).toBe(TimePeriod.Afternoon)
+		expect(getTimePeriod(tuesday(14))).toBe(TimePeriod.Afternoon)
+		expect(getTimePeriod(tuesday(16, 59))).toBe(TimePeriod.Afternoon)
+	})
+
+	test("evening: 17:00–21:59", () => {
+		expect(getTimePeriod(tuesday(17))).toBe(TimePeriod.Evening)
+		expect(getTimePeriod(tuesday(19))).toBe(TimePeriod.Evening)
+		expect(getTimePeriod(tuesday(21, 59))).toBe(TimePeriod.Evening)
+	})
+
+	test("night: 22:00–05:59", () => {
+		expect(getTimePeriod(tuesday(22))).toBe(TimePeriod.Night)
+		expect(getTimePeriod(tuesday(0))).toBe(TimePeriod.Night)
+		expect(getTimePeriod(tuesday(3))).toBe(TimePeriod.Night)
+		expect(getTimePeriod(tuesday(5, 59))).toBe(TimePeriod.Night)
+	})
+})
+
+describe("getDayType", () => {
+	test("weekday: Monday–Friday", () => {
+		// 2025-07-07 is Monday, 2025-07-08 is Tuesday, 2025-07-11 is Friday
+		expect(getDayType(makeDate(2025, 7, 7, 10))).toBe(DayType.Weekday)
+		expect(getDayType(tuesday(10))).toBe(DayType.Weekday)
+		expect(getDayType(makeDate(2025, 7, 11, 10))).toBe(DayType.Weekday)
+	})
+
+	test("weekend: Saturday–Sunday", () => {
+		expect(getDayType(saturday(10))).toBe(DayType.Weekend)
+		expect(getDayType(makeDate(2025, 7, 13, 10))).toBe(DayType.Weekend) // Sunday
+	})
+})
+
+// =============================================================================
+// Morning
+// =============================================================================
+
+describe("morning weekday", () => {
+	const now = tuesday(8)
+	const ctx = makeContext(now)
+
+	test("boosts weather-current and weather-alert, demotes weather-hourly", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherCurrent(), weatherHourly(), weatherAlert()]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+		expect(result.boost!["w-alert"]).toBeGreaterThan(0)
+		expect(result.boost!["w-hourly"]).toBeLessThan(0)
+	})
+
+	test("boosts first calendar event of the day", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event1 = calendarEvent("c1", tuesday(9))
+		const event2 = calendarEvent("c2", tuesday(14))
+		const result = await enhancer([event1, event2], ctx)
+
+		expect(result.boost!["c1"]).toBeGreaterThan(0)
+		// Second event should not get the first-event boost
+		expect(result.boost?.["c2"] ?? 0).toBeLessThanOrEqual(0)
+	})
+
+	test("boosts TfL alerts", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const result = await enhancer([tflAlert()], ctx)
+
+		expect(result.boost!["tfl-1"]).toBeGreaterThan(0)
+	})
+})
+
+describe("morning weekend", () => {
+	const now = saturday(9)
+	const ctx = makeContext(now)
+
+	test("boosts weather-current and weather-daily", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherCurrent(), weatherDaily()]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+		expect(result.boost!["w-daily"]).toBeGreaterThan(0)
+	})
+
+	test("demotes calendar events and TfL alerts", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", saturday(10))
+		const items = [event, tflAlert()]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["c1"]).toBeLessThan(0)
+		expect(result.boost!["tfl-1"]).toBeLessThan(0)
+	})
+})
+
+// =============================================================================
+// Afternoon
+// =============================================================================
+
+describe("afternoon weekday", () => {
+	const now = tuesday(14)
+	const ctx = makeContext(now)
+
+	test("boosts imminent calendar events", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", tuesday(14, 10), {
+			signals: { timeRelevance: TimeRelevance.Imminent },
+		})
+		const result = await enhancer([event], ctx)
+
+		expect(result.boost!["c1"]).toBeGreaterThan(0)
+	})
+
+	test("demotes weather-current and weather-hourly", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherCurrent(), weatherHourly()]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-current"]).toBeLessThan(0)
+		expect(result.boost!["w-hourly"]).toBeLessThan(0)
+	})
+})
+
+describe("afternoon weekend", () => {
+	const now = saturday(14)
+	const ctx = makeContext(now)
+
+	test("boosts weather-current, demotes calendar events", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", saturday(15))
+		const items = [weatherCurrent(), event]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+		expect(result.boost!["c1"]).toBeLessThan(0)
+	})
+})
+
+// =============================================================================
+// Evening
+// =============================================================================
+
+describe("evening weekday", () => {
+	const now = tuesday(19)
+	const ctx = makeContext(now)
+
+	test("suppresses ambient work calendar events", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", tuesday(9), {
+			signals: { timeRelevance: TimeRelevance.Ambient },
+		})
+		const result = await enhancer([event], ctx)
+
+		expect(result.suppress).toContain("c1")
+	})
+
+	test("demotes TfL alerts", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const result = await enhancer([tflAlert()], ctx)
+
+		expect(result.boost!["tfl-1"]).toBeLessThan(0)
+	})
+
+	test("boosts weather-daily and all-day calendar events", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherDaily(), calendarAllDay("ad1")]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-daily"]).toBeGreaterThan(0)
+		expect(result.boost!["ad1"]).toBeGreaterThan(0)
+	})
+})
+
+describe("evening weekend", () => {
+	const now = saturday(19)
+	const ctx = makeContext(now)
+
+	test("boosts weather-current, suppresses ambient calendar events", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", saturday(9), {
+			signals: { timeRelevance: TimeRelevance.Ambient },
+		})
+		const items = [weatherCurrent(), event]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+		expect(result.suppress).toContain("c1")
+	})
+
+	test("demotes TfL alerts more aggressively", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const result = await enhancer([tflAlert()], ctx)
+
+		expect(result.boost!["tfl-1"]).toBeLessThan(-0.3)
+	})
+})
+
+// =============================================================================
+// Night
+// =============================================================================
+
+describe("night", () => {
+	const now = tuesday(23)
+	const ctx = makeContext(now)
+
+	test("suppresses ambient items", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", tuesday(9), {
+			signals: { timeRelevance: TimeRelevance.Ambient },
+		})
+		const result = await enhancer([event], ctx)
+
+		expect(result.suppress).toContain("c1")
+	})
+
+	test("demotes calendar events and weather-current", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", makeDate(2025, 7, 9, 9)) // tomorrow
+		const items = [event, weatherCurrent()]
+		const result = await enhancer(items, ctx)
+
+		expect(result.boost!["c1"]).toBeLessThan(0)
+		expect(result.boost!["w-current"]).toBeLessThan(0)
+	})
+
+	test("high-urgency alerts survive unboosted", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const alert = weatherAlert("w-alert", 0.9)
+		const result = await enhancer([alert], ctx)
+
+		// Should not be demoted — either no boost entry or >= 0
+		const alertBoost = result.boost?.["w-alert"] ?? 0
+		expect(alertBoost).toBeGreaterThanOrEqual(0)
+	})
+})
+
+// =============================================================================
+// Pre-meeting window
+// =============================================================================
+
+describe("pre-meeting window", () => {
+	test("boosts upcoming meeting to +0.9", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10))
+		const result = await enhancer([meeting], makeContext(now))
+
+		expect(result.boost!["c1"]).toBe(0.9)
+	})
+
+	test("suppresses low-urgency items during pre-meeting", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10))
+		const lowPriority = weatherHourly()
+		lowPriority.signals = { urgency: 0.1 }
+		const result = await enhancer([meeting, lowPriority], makeContext(now))
+
+		expect(result.suppress).toContain("w-hourly")
+	})
+
+	test("does not suppress items without signals during pre-meeting", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10))
+		const noSignals = weatherDaily()
+		const result = await enhancer([meeting, noSignals], makeContext(now))
+
+		expect(result.suppress ?? []).not.toContain("w-daily")
+	})
+
+	test("boosts TfL alerts during pre-meeting", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10))
+		const result = await enhancer([meeting, tflAlert()], makeContext(now))
+
+		expect(result.boost!["tfl-1"]).toBeGreaterThan(0)
+	})
+
+	test("boosts weather-current if meeting has a location", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10), { location: "Office, London" })
+		const result = await enhancer([meeting, weatherCurrent()], makeContext(now))
+
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+	})
+
+	test("works with CalDAV events", async () => {
+		const now = tuesday(9, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = caldavEvent("cd1", tuesday(10))
+		const result = await enhancer([meeting], makeContext(now))
+
+		expect(result.boost!["cd1"]).toBe(0.9)
+	})
+
+	test("does not trigger for events more than 30 minutes away", async () => {
+		const now = tuesday(9)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(10))
+		const result = await enhancer([meeting], makeContext(now))
+
+		// Should not get the +0.9 pre-meeting boost
+		expect(result.boost?.["c1"] ?? 0).not.toBe(0.9)
+	})
+})
+
+// =============================================================================
+// Wind-down gradient
+// =============================================================================
+
+describe("wind-down gradient", () => {
+	test("20:00 weekday: additional -0.1 on work items", async () => {
+		const now = tuesday(20)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		// Non-ambient calendar event — evening rules don't boost or suppress it,
+		// so the only demotion comes from wind-down at 20:00 (-0.1).
+		const event = calendarEvent("c1", makeDate(2025, 7, 9, 9))
+		const result = await enhancer([event], makeContext(now))
+
+		expect(result.boost!["c1"]).toBe(-0.1)
+	})
+
+	test("21:00 weekday: additional -0.2 on work items", async () => {
+		const now = tuesday(21)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const alert = tflAlert("tfl-1", 0.5)
+		const result = await enhancer([alert], makeContext(now))
+
+		// Evening demotes TfL by -0.4, wind-down adds -0.2 = -0.6
+		expect(result.boost!["tfl-1"]).toBeLessThanOrEqual(-0.6)
+	})
+
+	test("21:30 weekday: additional -0.3 on work items", async () => {
+		const now = tuesday(21, 30)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const alert = tflAlert("tfl-1", 0.5)
+		const result = await enhancer([alert], makeContext(now))
+
+		// Evening demotes TfL by -0.4, wind-down adds -0.3 = -0.7
+		expect(result.boost!["tfl-1"]).toBeLessThanOrEqual(-0.7)
+	})
+
+	test("does not apply on weekends", async () => {
+		const now = saturday(21)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const alert = tflAlert("tfl-1", 0.5)
+		const result = await enhancer([alert], makeContext(now))
+
+		// Weekend evening demotes TfL by -0.5, but no wind-down
+		expect(result.boost!["tfl-1"]).toBe(-0.5)
+	})
+})
+
+// =============================================================================
+// Transition lookahead
+// =============================================================================
+
+describe("transition lookahead", () => {
+	test("Saturday 11:40 boosts afternoon-relevant weather-current", async () => {
+		const now = saturday(11, 40)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherCurrent()]
+		const result = await enhancer(items, makeContext(now))
+
+		// Weekend morning boosts weather-current by +0.5.
+		// Transition to afternoon adds +0.2 (weekend afternoon boosts weather-current).
+		expect(result.boost!["w-current"]).toBe(0.7)
+	})
+
+	test("16:40 weekday boosts evening-relevant items (weather-daily)", async () => {
+		const now = tuesday(16, 40)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherDaily()]
+		const result = await enhancer(items, makeContext(now))
+
+		// Afternoon weekday doesn't boost weather-daily, but transition to evening does (+0.2)
+		expect(result.boost!["w-daily"]).toBeGreaterThan(0)
+	})
+
+	test("does not apply when far from boundary", async () => {
+		const now = tuesday(14)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const items = [weatherDaily()]
+		const result = await enhancer(items, makeContext(now))
+
+		// Afternoon weekday doesn't boost or demote weather-daily, and no transition
+		expect(result.boost?.["w-daily"]).toBeUndefined()
+	})
+})
+
+// =============================================================================
+// Weather-time correlation
+// =============================================================================
+
+describe("weather-time correlation", () => {
+	test("morning weekday: extra boost for precipitation", async () => {
+		const now = tuesday(8)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const rainy = weatherCurrentRainy()
+		const dry = weatherCurrent("w-dry")
+		const result = await enhancer([rainy, dry], makeContext(now))
+
+		// Both get morning boost, but rainy gets extra +0.1
+		expect(result.boost!["w-current-rain"]).toBeGreaterThan(result.boost!["w-dry"] ?? 0)
+	})
+
+	test("morning weekday: extra boost for extreme temperature", async () => {
+		const now = tuesday(8)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const extreme = weatherCurrentExtreme()
+		const normal = weatherCurrent("w-normal")
+		const result = await enhancer([extreme, normal], makeContext(now))
+
+		expect(result.boost!["w-current-extreme"]).toBeGreaterThan(result.boost!["w-normal"] ?? 0)
+	})
+
+	test("evening with location event: extra boost for weather-current", async () => {
+		const now = tuesday(19)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const event = calendarEvent("c1", tuesday(19, 30), { location: "The Ivy, London" })
+		const items = [weatherCurrent(), event]
+		const result = await enhancer(items, makeContext(now))
+
+		// Weather-current gets evening weather-time correlation boost (+0.2)
+		// Note: evening weekday doesn't normally boost weather-current
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+	})
+
+	test("weather-alert always gets at least +0.5", async () => {
+		const now = tuesday(14) // afternoon — no special weather boost
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const alert = weatherAlert("w-alert", 0.5)
+		const result = await enhancer([alert], makeContext(now))
+
+		expect(result.boost!["w-alert"]).toBeGreaterThanOrEqual(0.5)
+	})
+})
+
+// =============================================================================
+// Edge cases
+// =============================================================================
+
+describe("edge cases", () => {
+	test("empty items returns empty enhancement", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => tuesday(8) })
+		const result = await enhancer([], makeContext(tuesday(8)))
+
+		expect(result).toEqual({})
+	})
+
+	test("unknown item types get no boost", async () => {
+		const enhancer = createTimeOfDayEnhancer({ clock: () => tuesday(8) })
+		const result = await enhancer([unknownItem()], makeContext(tuesday(8)))
+
+		expect(result.boost?.["unknown-1"]).toBeUndefined()
+		expect(result.suppress).toBeUndefined()
+	})
+
+	test("uses context.time when no clock provided", async () => {
+		const enhancer = createTimeOfDayEnhancer()
+		const morningCtx = makeContext(tuesday(8))
+		const items = [weatherCurrent()]
+		const result = await enhancer(items, morningCtx)
+
+		// Should apply morning rules — weather-current boosted
+		expect(result.boost!["w-current"]).toBeGreaterThan(0)
+	})
+
+	test("boost values are clamped to [-1, 1]", async () => {
+		// Morning weekday: TfL alert gets +0.6 from period rules.
+		// Pre-meeting adds +0.5. Total would be +1.1 without clamping.
+		const now = tuesday(8, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(9))
+		const alert = tflAlert("tfl-1", 0.8)
+		const result = await enhancer([meeting, alert], makeContext(now))
+
+		expect(result.boost!["tfl-1"]).toBeLessThanOrEqual(1)
+		expect(result.boost!["tfl-1"]).toBeGreaterThanOrEqual(-1)
+	})
+
+	test("suppress list is deduplicated", async () => {
+		// An item that would be suppressed by both evening rules and pre-meeting low-urgency
+		const now = tuesday(19, 45)
+		const enhancer = createTimeOfDayEnhancer({ clock: () => now })
+		const meeting = calendarEvent("c1", tuesday(20))
+		const ambientEvent = calendarEvent("c2", tuesday(9), {
+			signals: { urgency: 0.1, timeRelevance: TimeRelevance.Ambient },
+		})
+		const result = await enhancer([meeting, ambientEvent], makeContext(now))
+
+		if (result.suppress) {
+			const c2Count = result.suppress.filter((id) => id === "c2").length
+			expect(c2Count).toBeLessThanOrEqual(1)
+		}
+	})
+})

packages/aris-feed-enhancers/src/time-of-day-enhancer.ts

@@ -0,0 +1,595 @@
+import type { Context, FeedEnhancement, FeedItem, FeedPostProcessor } from "@aris/core"
+
+import { TimeRelevance } from "@aris/core"
+
+import type { CalDavEventData } from "@aris/source-caldav"
+import type { CalendarEventData } from "@aris/source-google-calendar"
+import type { CurrentWeatherData } from "@aris/source-weatherkit"
+
+import { CalDavFeedItemType } from "@aris/source-caldav"
+import { CalendarFeedItemType } from "@aris/source-google-calendar"
+import { TflFeedItemType } from "@aris/source-tfl"
+import { WeatherFeedItemType } from "@aris/source-weatherkit"
+
+
+export const TimePeriod = {
+	Morning: "morning",
+	Afternoon: "afternoon",
+	Evening: "evening",
+	Night: "night",
+} as const
+
+export type TimePeriod = (typeof TimePeriod)[keyof typeof TimePeriod]
+
+export const DayType = {
+	Weekday: "weekday",
+	Weekend: "weekend",
+} as const
+
+export type DayType = (typeof DayType)[keyof typeof DayType]
+
+
+const PRE_MEETING_WINDOW_MS = 30 * 60 * 1000
+const TRANSITION_WINDOW_MS = 30 * 60 * 1000
+
+const PERIOD_BOUNDARIES = [
+	{ hour: 6, period: TimePeriod.Morning },
+	{ hour: 12, period: TimePeriod.Afternoon },
+	{ hour: 17, period: TimePeriod.Evening },
+	{ hour: 22, period: TimePeriod.Night },
+] as const
+
+/** All calendar event types across sources */
+const CALENDAR_EVENT_TYPES: ReadonlySet<string> = new Set([
+	CalendarFeedItemType.Event,
+	CalDavFeedItemType.Event,
+])
+
+/**
+ * Creates a post-processor that reranks feed items based on time of day.
+ *
+ * Prioritizes items that matter right now and pushes down items that don't:
+ *
+ * - Morning: weather and first meeting rise, hourly forecasts sink.
+ *   Weekends flip — weather stays up but work calendar and commute alerts drop.
+ * - Afternoon: imminent meetings rise. Stale weather sinks.
+ * - Evening: work calendar is suppressed, tomorrow's forecast and personal
+ *   events rise. Weekends suppress work more aggressively.
+ * - Night: almost everything sinks except high-urgency alerts.
+ * - Pre-meeting (30 min before any event): that meeting dominates, low-urgency
+ *   noise is suppressed, commute/weather context rises if the meeting has a location.
+ * - Wind-down (weekday 20–22h): work items progressively sink as night approaches.
+ * - Transition lookahead (30 min before a period boundary): items relevant to
+ *   the next period get a head start.
+ * - Weather-time correlation: precipitation boosts morning weather, evening
+ *   events with locations boost current weather, alerts always stay high.
+ */
+export interface TimeOfDayEnhancerOptions {
+	/** Override clock for testing. Defaults to reading context.time. */
+	clock?: () => Date
+}
+
+export function createTimeOfDayEnhancer(options?: TimeOfDayEnhancerOptions): FeedPostProcessor {
+	const clock = options?.clock
+
+	function timeOfDayEnhancer(items: FeedItem[], context: Context): Promise<FeedEnhancement> {
+		if (items.length === 0) return Promise.resolve({})
+
+		const now = clock ? clock() : context.time
+		const period = getTimePeriod(now)
+		const dayType = getDayType(now)
+		const boost: Record<string, number> = {}
+		const suppress: string[] = []
+
+		// 1. Apply period-based rules
+		const firstEventId = findFirstEventOfDay(items, now)
+
+		switch (period) {
+			case TimePeriod.Morning:
+				if (dayType === DayType.Weekday) {
+					applyMorningWeekday(items, boost, firstEventId)
+				} else {
+					applyMorningWeekend(items, boost)
+				}
+				break
+			case TimePeriod.Afternoon:
+				if (dayType === DayType.Weekday) {
+					applyAfternoonWeekday(items, boost)
+				} else {
+					applyAfternoonWeekend(items, boost)
+				}
+				break
+			case TimePeriod.Evening:
+				if (dayType === DayType.Weekday) {
+					applyEveningWeekday(items, boost, suppress)
+				} else {
+					applyEveningWeekend(items, boost, suppress)
+				}
+				break
+			case TimePeriod.Night:
+				applyNight(items, boost, suppress)
+				break
+		}
+
+		// 2. Pre-meeting overrides (can override period rules)
+		const preMeeting = detectPreMeetingItems(items, now)
+		applyPreMeetingOverrides(items, preMeeting, boost, suppress)
+
+		// 3. Wind-down gradient
+		applyWindDown(items, now, dayType, boost)
+
+		// 4. Transition lookahead
+		applyTransitionLookahead(items, now, period, dayType, boost)
+
+		// 5. Weather-time correlation
+		const eveningLocation = hasEveningCalendarEventWithLocation(items, now)
+		applyWeatherTimeCorrelation(items, period, dayType, eveningLocation, boost)
+
+		// Clamp boost values to [-1, 1] — additive layers can exceed the range
+		for (const id in boost) {
+			boost[id] = Math.max(-1, Math.min(1, boost[id]!))
+		}
+
+		const result: FeedEnhancement = {}
+		if (Object.keys(boost).length > 0) {
+			result.boost = boost
+		}
+		const uniqueSuppress = [...new Set(suppress)]
+		if (uniqueSuppress.length > 0) {
+			result.suppress = uniqueSuppress
+		}
+		return Promise.resolve(result)
+	}
+
+	return timeOfDayEnhancer
+}
+
+
+export function getTimePeriod(date: Date): TimePeriod {
+	const hour = date.getHours()
+	if (hour >= 22 || hour < 6) return TimePeriod.Night
+	if (hour >= 17) return TimePeriod.Evening
+	if (hour >= 12) return TimePeriod.Afternoon
+	return TimePeriod.Morning
+}
+
+export function getDayType(date: Date): DayType {
+	const day = date.getDay()
+	return day === 0 || day === 6 ? DayType.Weekend : DayType.Weekday
+}
+
+/**
+ * Returns the next period boundary as { hour, period } and the ms until it.
+ */
+function getNextPeriodBoundary(date: Date): { period: TimePeriod; msUntil: number } {
+	const hour = date.getHours()
+	const minuteMs = date.getMinutes() * 60_000 + date.getSeconds() * 1000 + date.getMilliseconds()
+
+	for (const boundary of PERIOD_BOUNDARIES) {
+		if (hour < boundary.hour) {
+			const msUntil = (boundary.hour - hour) * 3_600_000 - minuteMs
+			return { period: boundary.period, msUntil }
+		}
+	}
+
+	// Past 22:00 — next boundary is morning at 06:00
+	const hoursUntil6 = (24 - hour + 6) * 3_600_000 - minuteMs
+	return { period: TimePeriod.Morning, msUntil: hoursUntil6 }
+}
+
+/**
+ * Extract start time from calendar event data.
+ * Google Calendar uses `startTime`, CalDAV uses `startDate`.
+ */
+function getEventStartTime(data: CalendarEventData | CalDavEventData): Date {
+	return "startTime" in data ? (data as CalendarEventData).startTime : (data as CalDavEventData).startDate
+}
+
+/**
+ * Check if a current weather item indicates precipitation or extreme conditions.
+ * Only meaningful for weather-current items.
+ */
+function hasPrecipitationOrExtreme(item: FeedItem): boolean {
+	const data = item.data as CurrentWeatherData
+	if (data.precipitationIntensity > 0) return true
+	if (data.temperature < 0 || data.temperature > 35) return true
+	return false
+}
+
+
+interface PreMeetingInfo {
+	/** IDs of calendar items starting within the pre-meeting window */
+	upcomingMeetingIds: Set<string>
+	/** Whether any upcoming meeting has a location */
+	hasLocationMeeting: boolean
+}
+
+function detectPreMeetingItems(items: FeedItem[], now: Date): PreMeetingInfo {
+	const nowMs = now.getTime()
+	const upcomingMeetingIds = new Set<string>()
+	let hasLocationMeeting = false
+
+	for (const item of items) {
+		if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
+
+		const data = item.data as CalendarEventData | CalDavEventData
+		const msUntil = getEventStartTime(data).getTime() - nowMs
+		if (msUntil > 0 && msUntil <= PRE_MEETING_WINDOW_MS) {
+			upcomingMeetingIds.add(item.id)
+			if (data.location) {
+				hasLocationMeeting = true
+			}
+		}
+	}
+
+	return { upcomingMeetingIds, hasLocationMeeting }
+}
+
+
+function findFirstEventOfDay(items: FeedItem[], now: Date): string | null {
+	let earliest: { id: string; time: number } | null = null
+
+	for (const item of items) {
+		if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
+
+		const data = item.data as CalendarEventData | CalDavEventData
+		const startTime = getEventStartTime(data)
+		const startMs = startTime.getTime()
+
+		// Must be today and in the future
+		const sameDay =
+			startTime.getFullYear() === now.getFullYear() &&
+			startTime.getMonth() === now.getMonth() &&
+			startTime.getDate() === now.getDate()
+		if (!sameDay) continue
+		if (startMs <= now.getTime()) continue
+
+		if (!earliest || startMs < earliest.time) {
+			earliest = { id: item.id, time: startMs }
+		}
+	}
+
+	return earliest?.id ?? null
+}
+
+
+function applyMorningWeekday(
+	items: FeedItem[],
+	boost: Record<string, number>,
+	firstEventId: string | null,
+): void {
+	for (const item of items) {
+		switch (item.type) {
+			case WeatherFeedItemType.Current:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.7
+				break
+			case WeatherFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.8
+				break
+			case WeatherFeedItemType.Hourly:
+			case WeatherFeedItemType.Daily:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.3
+				break
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.6
+				break
+		}
+	}
+
+	if (firstEventId) {
+		boost[firstEventId] = (boost[firstEventId] ?? 0) + 0.6
+	}
+}
+
+function applyMorningWeekend(items: FeedItem[], boost: Record<string, number>): void {
+	for (const item of items) {
+		switch (item.type) {
+			case WeatherFeedItemType.Current:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.5
+				break
+			case WeatherFeedItemType.Daily:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.4
+				break
+			case CalendarFeedItemType.Event:
+			case CalDavFeedItemType.Event:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.4
+				break
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.3
+				break
+		}
+	}
+}
+
+function applyAfternoonWeekday(items: FeedItem[], boost: Record<string, number>): void {
+	for (const item of items) {
+		switch (item.type) {
+			case CalendarFeedItemType.Event:
+			case CalDavFeedItemType.Event:
+				if (item.signals?.timeRelevance === TimeRelevance.Imminent) {
+					boost[item.id] = (boost[item.id] ?? 0) + 0.5
+				}
+				break
+			case WeatherFeedItemType.Current:
+			case WeatherFeedItemType.Hourly:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.2
+				break
+		}
+	}
+}
+
+function applyAfternoonWeekend(items: FeedItem[], boost: Record<string, number>): void {
+	for (const item of items) {
+		switch (item.type) {
+			case WeatherFeedItemType.Current:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.3
+				break
+			case CalendarFeedItemType.Event:
+			case CalDavFeedItemType.Event:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.5
+				break
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.2
+				break
+		}
+	}
+}
+
+function applyEveningWeekday(
+	items: FeedItem[],
+	boost: Record<string, number>,
+	suppress: string[],
+): void {
+	for (const item of items) {
+		switch (item.type) {
+			case CalendarFeedItemType.Event:
+			case CalDavFeedItemType.Event:
+				if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
+					suppress.push(item.id)
+				}
+				break
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.4
+				break
+			case WeatherFeedItemType.Daily:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.3
+				break
+			case CalendarFeedItemType.AllDay:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.3
+				break
+		}
+	}
+}
+
+function applyEveningWeekend(
+	items: FeedItem[],
+	boost: Record<string, number>,
+	suppress: string[],
+): void {
+	for (const item of items) {
+		switch (item.type) {
+			case WeatherFeedItemType.Current:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.3
+				break
+			case CalendarFeedItemType.Event:
+			case CalDavFeedItemType.Event:
+				if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
+					suppress.push(item.id)
+				}
+				break
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.5
+				break
+		}
+	}
+}
+
+function applyNight(items: FeedItem[], boost: Record<string, number>, suppress: string[]): void {
+	for (const item of items) {
+		// Suppress all ambient items
+		if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
+			suppress.push(item.id)
+			continue
+		}
+
+		// High-urgency alerts survive unboosted
+		if (
+			(item.type === WeatherFeedItemType.Alert || item.type === TflFeedItemType.Alert) &&
+			(item.signals?.urgency ?? 0) >= 0.8
+		) {
+			continue
+		}
+
+		// Demote everything else
+		switch (item.type) {
+			case CalendarFeedItemType.Event:
+			case CalendarFeedItemType.AllDay:
+			case CalDavFeedItemType.Event:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.6
+				break
+			case WeatherFeedItemType.Current:
+			case WeatherFeedItemType.Hourly:
+				boost[item.id] = (boost[item.id] ?? 0) - 0.5
+				break
+		}
+	}
+}
+
+
+function applyPreMeetingOverrides(
+	items: FeedItem[],
+	preMeeting: PreMeetingInfo,
+	boost: Record<string, number>,
+	suppress: string[],
+): void {
+	if (preMeeting.upcomingMeetingIds.size === 0) return
+
+	// Intentional override, not additive — the upcoming meeting should dominate
+	// regardless of what period rules assigned. Don't reorder this before period rules.
+	for (const meetingId of preMeeting.upcomingMeetingIds) {
+		boost[meetingId] = 0.9
+	}
+
+	for (const item of items) {
+		if (preMeeting.upcomingMeetingIds.has(item.id)) continue
+
+		switch (item.type) {
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) + 0.5
+				break
+			case WeatherFeedItemType.Current:
+				if (preMeeting.hasLocationMeeting) {
+					boost[item.id] = (boost[item.id] ?? 0) + 0.4
+				}
+				break
+		}
+
+		// Suppress items that explicitly declare low urgency.
+		// Items without signals are left alone — absence of urgency is not low urgency.
+		if (item.signals && item.signals.urgency !== undefined && item.signals.urgency < 0.3) {
+			suppress.push(item.id)
+		}
+	}
+}
+
+function applyWindDown(
+	items: FeedItem[],
+	now: Date,
+	dayType: DayType,
+	boost: Record<string, number>,
+): void {
+	if (dayType !== DayType.Weekday) return
+
+	const hour = now.getHours()
+	const minutes = now.getMinutes()
+
+	if (hour < 20 || hour >= 22) return
+
+	// Gradient: 20:00 → -0.1, 21:00 → -0.2, 21:30+ → -0.3
+	let additionalDemotion: number
+	if (hour === 20) {
+		additionalDemotion = -0.1
+	} else if (hour === 21 && minutes < 30) {
+		additionalDemotion = -0.2
+	} else {
+		additionalDemotion = -0.3
+	}
+
+	for (const item of items) {
+		switch (item.type) {
+			case CalendarFeedItemType.Event:
+			case CalendarFeedItemType.AllDay:
+			case CalDavFeedItemType.Event:
+			case TflFeedItemType.Alert:
+				boost[item.id] = (boost[item.id] ?? 0) + additionalDemotion
+				break
+		}
+	}
+}
+
+
+function applyTransitionLookahead(
+	items: FeedItem[],
+	now: Date,
+	currentPeriod: TimePeriod,
+	dayType: DayType,
+	boost: Record<string, number>,
+): void {
+	const next = getNextPeriodBoundary(now)
+	if (next.msUntil > TRANSITION_WINDOW_MS) return
+
+	// Apply a +0.2 secondary boost to items that would be boosted in the next period
+	const nextPeriodBoost = getNextPeriodBoostTargets(next.period, dayType)
+
+	for (const item of items) {
+		if (nextPeriodBoost.has(item.type)) {
+			boost[item.id] = (boost[item.id] ?? 0) + 0.2
+		}
+	}
+}
+
+/**
+ * Returns the set of item types that get boosted in a given period+dayType.
+ */
+function getNextPeriodBoostTargets(period: TimePeriod, dayType: DayType): ReadonlySet<string> {
+	const targets = new Set<string>()
+
+	switch (period) {
+		case TimePeriod.Morning:
+			targets.add(WeatherFeedItemType.Current)
+			if (dayType === DayType.Weekday) {
+				targets.add(WeatherFeedItemType.Alert)
+				targets.add(TflFeedItemType.Alert)
+			} else {
+				targets.add(WeatherFeedItemType.Daily)
+			}
+			break
+		case TimePeriod.Afternoon:
+			if (dayType === DayType.Weekend) {
+				targets.add(WeatherFeedItemType.Current)
+			}
+			break
+		case TimePeriod.Evening:
+			targets.add(WeatherFeedItemType.Daily)
+			if (dayType === DayType.Weekend) {
+				targets.add(WeatherFeedItemType.Current)
+			}
+			break
+		case TimePeriod.Night:
+			// Night doesn't boost much — transition toward night means demoting,
+			// which is handled by wind-down. No positive targets here.
+			break
+	}
+
+	return targets
+}
+
+
+function applyWeatherTimeCorrelation(
+	items: FeedItem[],
+	period: TimePeriod,
+	dayType: DayType,
+	hasEveningEventWithLocation: boolean,
+	boost: Record<string, number>,
+): void {
+	for (const item of items) {
+		switch (item.type) {
+			case WeatherFeedItemType.Alert: {
+				const current = boost[item.id] ?? 0
+				if (current < 0.5) {
+					boost[item.id] = 0.5
+				}
+				break
+			}
+			case WeatherFeedItemType.Current:
+				if (period === TimePeriod.Morning && dayType === DayType.Weekday && hasPrecipitationOrExtreme(item)) {
+					boost[item.id] = (boost[item.id] ?? 0) + 0.1
+				}
+				if (period === TimePeriod.Evening && hasEveningEventWithLocation) {
+					boost[item.id] = (boost[item.id] ?? 0) + 0.2
+				}
+				break
+		}
+	}
+}
+
+function hasEveningCalendarEventWithLocation(items: FeedItem[], now: Date): boolean {
+	const todayEvening17 = new Date(now)
+	todayEvening17.setHours(17, 0, 0, 0)
+	const todayNight22 = new Date(now)
+	todayNight22.setHours(22, 0, 0, 0)
+
+	for (const item of items) {
+		if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
+
+		const data = item.data as CalendarEventData | CalDavEventData
+		const startMs = getEventStartTime(data).getTime()
+		if (startMs >= todayEvening17.getTime() && startMs < todayNight22.getTime()) {
+			if (data.location) return true
+		}
+	}
+
+	return false
+}
+
+

packages/aris-source-caldav/fixtures/daily-recurring-allday.ics

@@ -0,0 +1,12 @@
+BEGIN:VCALENDAR
+VERSION:2.0
+PRODID:-//Test//Test//EN
+BEGIN:VEVENT
+UID:daily-allday-001@test
+DTSTART;VALUE=DATE:20260112
+DTEND;VALUE=DATE:20260113
+SUMMARY:Daily Reminder
+RRULE:FREQ=DAILY;COUNT=7
+STATUS:CONFIRMED
+END:VEVENT
+END:VCALENDAR

packages/aris-source-caldav/fixtures/weekly-recurring-with-exception.ics

@@ -0,0 +1,20 @@
+BEGIN:VCALENDAR
+VERSION:2.0
+PRODID:-//Test//Test//EN
+BEGIN:VEVENT
+UID:weekly-exc-001@test
+DTSTART:20260101T140000Z
+DTEND:20260101T150000Z
+SUMMARY:Standup
+RRULE:FREQ=WEEKLY;BYDAY=TH;COUNT=8
+STATUS:CONFIRMED
+END:VEVENT
+BEGIN:VEVENT
+UID:weekly-exc-001@test
+RECURRENCE-ID:20260115T140000Z
+DTSTART:20260115T160000Z
+DTEND:20260115T170000Z
+SUMMARY:Standup (rescheduled)
+STATUS:CONFIRMED
+END:VEVENT
+END:VCALENDAR

packages/aris-source-caldav/fixtures/weekly-recurring.ics

@@ -0,0 +1,13 @@
+BEGIN:VCALENDAR
+VERSION:2.0
+PRODID:-//Test//Test//EN
+BEGIN:VEVENT
+UID:weekly-001@test
+DTSTART:20260101T100000Z
+DTEND:20260101T110000Z
+SUMMARY:Weekly Team Meeting
+RRULE:FREQ=WEEKLY;BYDAY=TH;COUNT=10
+LOCATION:Room B
+STATUS:CONFIRMED
+END:VEVENT
+END:VCALENDAR

packages/aris-source-caldav/scripts/test-live.ts

@@ -3,8 +3,13 @@
  *
  * Usage:
  *   bun run test-live.ts
+ *
+ * Writes feed items (with slots) to scripts/.cache/feed-items.json for inspection.
  */
 
+import { mkdirSync, writeFileSync } from "node:fs"
+import { join } from "node:path"
+
 import { Context } from "@aris/core"
 
 import { CalDavSource } from "../src/index.ts"
@@ -51,6 +56,9 @@ for (const item of items) {
 	console.log(`  Status:     ${item.data.status ?? "(none)"}`)
 	console.log(`  Urgency:    ${item.signals?.urgency}`)
 	console.log(`  Relevance:  ${item.signals?.timeRelevance}`)
+	if (item.slots) {
+		console.log(`  Slots:      ${Object.keys(item.slots).join(", ")}`)
+	}
 	if (item.data.attendees.length > 0) {
 		console.log(`  Attendees:  ${item.data.attendees.map((a) => a.name ?? a.email).join(", ")}`)
 	}
@@ -62,3 +70,11 @@ for (const item of items) {
 if (items.length === 0) {
 	console.log("(no events found in the time window)")
 }
+
+// Write feed items to .cache for slot testing
+const cacheDir = join(import.meta.dir, ".cache")
+mkdirSync(cacheDir, { recursive: true })
+
+const outPath = join(cacheDir, "feed-items.json")
+writeFileSync(outPath, JSON.stringify(items, null, 2))
+console.log(`\nFeed items written to ${outPath}`)

packages/aris-source-caldav/src/caldav-source.test.ts

@@ -208,7 +208,7 @@ describe("CalDavSource", () => {
 		expect(items[0]!.data.calendarName).toBeNull()
 	})
 
-	test("handles recurring events with exceptions", async () => {
+	test("expands recurring events within the time range", async () => {
 		const objects: Record<string, CalDavDAVObject[]> = {
 			"/cal/work": [
 				{
@@ -218,21 +218,42 @@ describe("CalDavSource", () => {
 			],
 		}
 		const client = new MockDAVClient([{ url: "/cal/work", displayName: "Work" }], objects)
+		// lookAheadDays=0 → range is Jan 15 only
 		const source = createSource(client)
 
 		const items = await source.fetchItems(createContext(new Date("2026-01-15T08:00:00Z")))
 
-		expect(items).toHaveLength(2)
+		// Only the Jan 15 occurrence falls in the single-day window
+		expect(items).toHaveLength(1)
+		expect(items[0]!.data.title).toBe("Weekly Sync")
+		expect(items[0]!.data.startDate).toEqual(new Date("2026-01-15T09:00:00Z"))
+	})
 
-		const base = items.find((i) => i.data.title === "Weekly Sync")
+	test("includes exception overrides when they fall in range", async () => {
+		const objects: Record<string, CalDavDAVObject[]> = {
+			"/cal/work": [
+				{
+					url: "/cal/work/recurring.ics",
+					data: loadFixture("recurring-event.ics"),
+				},
+			],
+		}
+		const client = new MockDAVClient([{ url: "/cal/work", displayName: "Work" }], objects)
+		// lookAheadDays=8 → range covers Jan 15 through Jan 23, includes the Jan 22 exception
+		const source = createSource(client, 8)
+
+		const items = await source.fetchItems(createContext(new Date("2026-01-15T08:00:00Z")))
+
+		const base = items.filter((i) => i.data.title === "Weekly Sync")
 		const exception = items.find((i) => i.data.title === "Weekly Sync (moved)")
 
-		expect(base).toBeDefined()
-		expect(base!.data.recurrenceId).toBeNull()
+		// Jan 15 base occurrence
+		expect(base.length).toBeGreaterThanOrEqual(1)
 
+		// Jan 22 exception replaces the base occurrence
 		expect(exception).toBeDefined()
-		expect(exception!.data.recurrenceId).not.toBeNull()
-		expect(exception!.id).toContain("-")
+		expect(exception!.data.startDate).toEqual(new Date("2026-01-22T10:00:00Z"))
+		expect(exception!.data.endDate).toEqual(new Date("2026-01-22T10:30:00Z"))
 	})
 
 	test("caches events within the same refresh cycle", async () => {
@@ -512,3 +533,69 @@ describe("computeSignals", () => {
 		expect(computeSignals(event, now, "Asia/Tokyo").urgency).toBe(0.2)
 	})
 })
+
+describe("CalDavSource feed item slots", () => {
+	const EXPECTED_SLOT_NAMES = ["insight", "preparation", "crossSource"]
+
+	test("timed event has all three slots with null content", async () => {
+		const objects: Record<string, CalDavDAVObject[]> = {
+			"/cal/work": [{ url: "/cal/work/event1.ics", data: loadFixture("single-event.ics") }],
+		}
+		const client = new MockDAVClient([{ url: "/cal/work", displayName: "Work" }], objects)
+		const source = createSource(client)
+
+		const items = await source.fetchItems(createContext(new Date("2026-01-15T12:00:00Z")))
+
+		expect(items).toHaveLength(1)
+		const item = items[0]!
+		expect(item.slots).toBeDefined()
+		expect(Object.keys(item.slots!).sort()).toEqual([...EXPECTED_SLOT_NAMES].sort())
+
+		for (const name of EXPECTED_SLOT_NAMES) {
+			const slot = item.slots![name]!
+			expect(slot.content).toBeNull()
+			expect(typeof slot.description).toBe("string")
+			expect(slot.description.length).toBeGreaterThan(0)
+		}
+	})
+
+	test("all-day event has all three slots with null content", async () => {
+		const objects: Record<string, CalDavDAVObject[]> = {
+			"/cal/work": [{ url: "/cal/work/allday.ics", data: loadFixture("all-day-event.ics") }],
+		}
+		const client = new MockDAVClient([{ url: "/cal/work", displayName: "Work" }], objects)
+		const source = createSource(client)
+
+		const items = await source.fetchItems(createContext(new Date("2026-01-15T12:00:00Z")))
+
+		expect(items).toHaveLength(1)
+		const item = items[0]!
+		expect(item.data.isAllDay).toBe(true)
+		expect(item.slots).toBeDefined()
+		expect(Object.keys(item.slots!).sort()).toEqual([...EXPECTED_SLOT_NAMES].sort())
+
+		for (const name of EXPECTED_SLOT_NAMES) {
+			expect(item.slots![name]!.content).toBeNull()
+		}
+	})
+
+	test("cancelled event has all three slots with null content", async () => {
+		const objects: Record<string, CalDavDAVObject[]> = {
+			"/cal/work": [{ url: "/cal/work/cancelled.ics", data: loadFixture("cancelled-event.ics") }],
+		}
+		const client = new MockDAVClient([{ url: "/cal/work", displayName: "Work" }], objects)
+		const source = createSource(client)
+
+		const items = await source.fetchItems(createContext(new Date("2026-01-15T12:00:00Z")))
+
+		expect(items).toHaveLength(1)
+		const item = items[0]!
+		expect(item.data.status).toBe("cancelled")
+		expect(item.slots).toBeDefined()
+		expect(Object.keys(item.slots!).sort()).toEqual([...EXPECTED_SLOT_NAMES].sort())
+
+		for (const name of EXPECTED_SLOT_NAMES) {
+			expect(item.slots![name]!.content).toBeNull()
+		}
+	})
+})

packages/aris-source-caldav/src/caldav-source.ts

@@ -1,4 +1,4 @@
-import type { ActionDefinition, ContextEntry, FeedItemSignals, FeedSource } from "@aris/core"
+import type { ActionDefinition, ContextEntry, FeedItemSignals, FeedSource, Slot } from "@aris/core"
 
 import { Context, TimeRelevance, UnknownActionError } from "@aris/core"
 import { DAVClient } from "tsdav"
@@ -7,6 +7,9 @@ import type { CalDavDAVClient, CalDavEventData, CalDavFeedItem } from "./types.t
 
 import { CalDavCalendarKey, type CalendarContext } from "./calendar-context.ts"
 import { parseICalEvents } from "./ical-parser.ts"
+import crossSourcePrompt from "./prompts/cross-source.txt"
+import insightPrompt from "./prompts/insight.txt"
+import preparationPrompt from "./prompts/preparation.txt"
 import { CalDavEventStatus, CalDavFeedItemType } from "./types.ts"
 
 // -- Source options --
@@ -184,7 +187,7 @@ export class CalDavSource implements FeedSource<CalDavFeedItem> {
 			for (const obj of objects) {
 				if (typeof obj.data !== "string") continue
 
-				const events = parseICalEvents(obj.data, calendarName)
+				const events = parseICalEvents(obj.data, calendarName, { start, end })
 				for (const event of events) {
 					allEvents.push(event)
 				}
@@ -340,6 +343,14 @@ export function computeSignals(
 	return { urgency: 0.2, timeRelevance: TimeRelevance.Ambient }
 }
 
+function createEventSlots(): Record<string, Slot> {
+	return {
+		insight: { description: insightPrompt, content: null },
+		preparation: { description: preparationPrompt, content: null },
+		crossSource: { description: crossSourcePrompt, content: null },
+	}
+}
+
 function createFeedItem(event: CalDavEventData, now: Date, timeZone?: string): CalDavFeedItem {
 	return {
 		id: `caldav-event-${event.uid}${event.recurrenceId ? `-${event.recurrenceId}` : ""}`,
@@ -347,5 +358,6 @@ function createFeedItem(event: CalDavEventData, now: Date, timeZone?: string): C
 		timestamp: now,
 		data: event,
 		signals: computeSignals(event, now, timeZone),
+		slots: createEventSlots(),
 	}
 }

packages/aris-source-caldav/src/ical-parser.test.ts

@@ -105,3 +105,94 @@ describe("parseICalEvents", () => {
 		expect(events[0]!.status).toBe("cancelled")
 	})
 })
+
+describe("parseICalEvents with timeRange (recurrence expansion)", () => {
+	test("expands weekly recurring event into occurrences within range", () => {
+		// weekly-recurring.ics: DTSTART 2026-01-01 (Thu), FREQ=WEEKLY;BYDAY=TH;COUNT=10
+		// Occurrences: Jan 1, 8, 15, 22, 29, Feb 5, 12, 19, 26, Mar 5
+		// Query window: Jan 14 – Jan 23 → should get Jan 15 and Jan 22
+		const events = parseICalEvents(loadFixture("weekly-recurring.ics"), "Work", {
+			start: new Date("2026-01-14T00:00:00Z"),
+			end: new Date("2026-01-23T00:00:00Z"),
+		})
+
+		expect(events).toHaveLength(2)
+		expect(events[0]!.startDate).toEqual(new Date("2026-01-15T10:00:00Z"))
+		expect(events[0]!.endDate).toEqual(new Date("2026-01-15T11:00:00Z"))
+		expect(events[1]!.startDate).toEqual(new Date("2026-01-22T10:00:00Z"))
+		expect(events[1]!.endDate).toEqual(new Date("2026-01-22T11:00:00Z"))
+
+		// All occurrences share the same UID and metadata
+		for (const event of events) {
+			expect(event.uid).toBe("weekly-001@test")
+			expect(event.title).toBe("Weekly Team Meeting")
+			expect(event.location).toBe("Room B")
+			expect(event.calendarName).toBe("Work")
+		}
+	})
+
+	test("returns empty array when no occurrences fall in range", () => {
+		// Query window: Dec 2025 — before the first occurrence
+		const events = parseICalEvents(loadFixture("weekly-recurring.ics"), null, {
+			start: new Date("2025-12-01T00:00:00Z"),
+			end: new Date("2025-12-31T00:00:00Z"),
+		})
+
+		expect(events).toHaveLength(0)
+	})
+
+	test("applies exception overrides during expansion", () => {
+		// weekly-recurring-with-exception.ics:
+		//   Master: DTSTART 2026-01-01 (Thu) 14:00, FREQ=WEEKLY;BYDAY=TH;COUNT=8
+		//   Exception: RECURRENCE-ID 2026-01-15T14:00 → moved to 16:00-17:00, title changed
+		// Query window: Jan 14 – Jan 16 → should get the exception occurrence for Jan 15
+		const events = parseICalEvents(loadFixture("weekly-recurring-with-exception.ics"), "Work", {
+			start: new Date("2026-01-14T00:00:00Z"),
+			end: new Date("2026-01-16T00:00:00Z"),
+		})
+
+		expect(events).toHaveLength(1)
+		expect(events[0]!.title).toBe("Standup (rescheduled)")
+		expect(events[0]!.startDate).toEqual(new Date("2026-01-15T16:00:00Z"))
+		expect(events[0]!.endDate).toEqual(new Date("2026-01-15T17:00:00Z"))
+	})
+
+	test("expands recurring all-day events", () => {
+		// daily-recurring-allday.ics: DTSTART 2026-01-12, FREQ=DAILY;COUNT=7
+		// Occurrences: Jan 12, 13, 14, 15, 16, 17, 18
+		// Query window: Jan 14 – Jan 17 → should get Jan 14, 15, 16
+		const events = parseICalEvents(loadFixture("daily-recurring-allday.ics"), null, {
+			start: new Date("2026-01-14T00:00:00Z"),
+			end: new Date("2026-01-17T00:00:00Z"),
+		})
+
+		expect(events).toHaveLength(3)
+		for (const event of events) {
+			expect(event.isAllDay).toBe(true)
+			expect(event.title).toBe("Daily Reminder")
+		}
+	})
+
+	test("non-recurring events are filtered by range", () => {
+		// single-event.ics: 2026-01-15T14:00 – 15:00
+		// Query window that includes it
+		const included = parseICalEvents(loadFixture("single-event.ics"), null, {
+			start: new Date("2026-01-15T00:00:00Z"),
+			end: new Date("2026-01-16T00:00:00Z"),
+		})
+		expect(included).toHaveLength(1)
+
+		// Query window that excludes it
+		const excluded = parseICalEvents(loadFixture("single-event.ics"), null, {
+			start: new Date("2026-01-16T00:00:00Z"),
+			end: new Date("2026-01-17T00:00:00Z"),
+		})
+		expect(excluded).toHaveLength(0)
+	})
+
+	test("without timeRange, recurring events return raw VEVENTs (legacy)", () => {
+		// Legacy behavior: no expansion, just returns the VEVENT components as-is
+		const events = parseICalEvents(loadFixture("recurring-event.ics"), "Team")
+		expect(events).toHaveLength(2)
+	})
+})

packages/aris-source-caldav/src/ical-parser.ts

@@ -9,21 +9,191 @@ import {
 	type CalDavEventData,
 } from "./types.ts"
 
+export interface ICalTimeRange {
+	start: Date
+	end: Date
+}
+
 /**
- * Parses a raw iCalendar string and extracts all VEVENT components
+ * Safety cap to prevent runaway iteration on pathological recurrence rules.
+ * Each iteration is pure date math (no I/O), so a high cap is fine.
+ * 10,000 covers a daily event with DTSTART ~27 years in the past.
+ */
+const MAX_RECURRENCE_ITERATIONS = 10_000
+
+/**
+ * Parses a raw iCalendar string and extracts VEVENT components
  * into CalDavEventData objects.
  *
+ * When a timeRange is provided, recurring events are expanded into
+ * individual occurrences within that range. Without a timeRange,
+ * each VEVENT component is returned as-is (legacy behavior).
+ *
  * @param icsData - Raw iCalendar string from a CalDAV response
  * @param calendarName - Display name of the calendar this event belongs to
+ * @param timeRange - When set, expand recurrences and filter to this window
  */
-export function parseICalEvents(icsData: string, calendarName: string | null): CalDavEventData[] {
+export function parseICalEvents(
+	icsData: string,
+	calendarName: string | null,
+	timeRange?: ICalTimeRange,
+): CalDavEventData[] {
 	const jcal = ICAL.parse(icsData)
 	const comp = new ICAL.Component(jcal)
 	const vevents = comp.getAllSubcomponents("vevent")
 
-	return vevents.map((vevent: InstanceType<typeof ICAL.Component>) =>
-		parseVEvent(vevent, calendarName),
-	)
+	if (!timeRange) {
+		return vevents.map((vevent: InstanceType<typeof ICAL.Component>) =>
+			parseVEvent(vevent, calendarName),
+		)
+	}
+
+	// Group VEVENTs by UID: master + exceptions
+	const byUid = new Map<
+		string,
+		{
+			master: InstanceType<typeof ICAL.Component> | null
+			exceptions: InstanceType<typeof ICAL.Component>[]
+		}
+	>()
+
+	for (const vevent of vevents as InstanceType<typeof ICAL.Component>[]) {
+		const uid = vevent.getFirstPropertyValue("uid") as string | null
+		if (!uid) continue
+
+		const hasRecurrenceId = vevent.getFirstPropertyValue("recurrence-id") !== null
+		let group = byUid.get(uid)
+		if (!group) {
+			group = { master: null, exceptions: [] }
+			byUid.set(uid, group)
+		}
+
+		if (hasRecurrenceId) {
+			group.exceptions.push(vevent)
+		} else {
+			group.master = vevent
+		}
+	}
+
+	const results: CalDavEventData[] = []
+	const rangeStart = ICAL.Time.fromJSDate(timeRange.start, true)
+	const rangeEnd = ICAL.Time.fromJSDate(timeRange.end, true)
+
+	for (const group of byUid.values()) {
+		if (!group.master) {
+			// Orphan exceptions — parse them directly if they fall in range
+			for (const exc of group.exceptions) {
+				const parsed = parseVEvent(exc, calendarName)
+				if (overlapsRange(parsed, timeRange)) {
+					results.push(parsed)
+				}
+			}
+			continue
+		}
+
+		const masterEvent = new ICAL.Event(group.master)
+
+		// Register exceptions so getOccurrenceDetails resolves them
+		for (const exc of group.exceptions) {
+			masterEvent.relateException(exc)
+		}
+
+		if (!masterEvent.isRecurring()) {
+			const parsed = parseVEvent(group.master, calendarName)
+			if (overlapsRange(parsed, timeRange)) {
+				results.push(parsed)
+			}
+			// Also include standalone exceptions for non-recurring events
+			for (const exc of group.exceptions) {
+				const parsedExc = parseVEvent(exc, calendarName)
+				if (overlapsRange(parsedExc, timeRange)) {
+					results.push(parsedExc)
+				}
+			}
+			continue
+		}
+
+		// Expand recurring event occurrences within the time range.
+		// The iterator must start from DTSTART (not rangeStart) because
+		// ical.js needs to walk the recurrence rule grid from the original
+		// anchor. We cap iterations to avoid runaway expansion on
+		// pathological rules.
+		const iter = masterEvent.iterator()
+		let next: InstanceType<typeof ICAL.Time> | null = iter.next()
+		let iterations = 0
+
+		while (next) {
+			if (++iterations > MAX_RECURRENCE_ITERATIONS) {
+				console.warn(
+					`[aris.caldav] Recurrence expansion for "${masterEvent.uid}" hit iteration limit (${MAX_RECURRENCE_ITERATIONS}), stopping`,
+				)
+				break
+			}
+
+			// Stop once we're past the range end
+			if (next.compare(rangeEnd) >= 0) break
+
+			const details = masterEvent.getOccurrenceDetails(next)
+			const occEnd = details.endDate
+
+			// Skip occurrences that end before the range starts
+			if (occEnd.compare(rangeStart) <= 0) {
+				next = iter.next()
+				continue
+			}
+
+			const occEvent = details.item
+			const occComponent = occEvent.component
+
+			const parsed = parseVEventWithDates(
+				occComponent,
+				calendarName,
+				details.startDate.toJSDate(),
+				details.endDate.toJSDate(),
+				details.recurrenceId ? details.recurrenceId.toString() : null,
+			)
+			results.push(parsed)
+
+			next = iter.next()
+		}
+	}
+
+	return results
+}
+
+function overlapsRange(event: CalDavEventData, range: ICalTimeRange): boolean {
+	return event.startDate < range.end && event.endDate > range.start
+}
+
+/**
+ * Parse a VEVENT component, overriding start/end/recurrenceId with
+ * values from recurrence expansion.
+ */
+function parseVEventWithDates(
+	vevent: InstanceType<typeof ICAL.Component>,
+	calendarName: string | null,
+	startDate: Date,
+	endDate: Date,
+	recurrenceId: string | null,
+): CalDavEventData {
+	const event = new ICAL.Event(vevent)
+
+	return {
+		uid: event.uid ?? "",
+		title: event.summary ?? "",
+		startDate,
+		endDate,
+		isAllDay: event.startDate?.isDate ?? false,
+		location: event.location ?? null,
+		description: event.description ?? null,
+		calendarName,
+		status: parseStatus(asStringOrNull(vevent.getFirstPropertyValue("status"))),
+		url: asStringOrNull(vevent.getFirstPropertyValue("url")),
+		organizer: parseOrganizer(asStringOrNull(event.organizer), vevent),
+		attendees: parseAttendees(Array.isArray(event.attendees) ? event.attendees : []),
+		alarms: parseAlarms(vevent),
+		recurrenceId,
+	}
 }
 
 function parseVEvent(

packages/aris-source-caldav/src/index.ts

@@ -1,6 +1,6 @@
 export { CalDavCalendarKey, type CalendarContext } from "./calendar-context.ts"
 export { CalDavSource, type CalDavSourceOptions } from "./caldav-source.ts"
-export { parseICalEvents } from "./ical-parser.ts"
+export { parseICalEvents, type ICalTimeRange } from "./ical-parser.ts"
 export {
 	AttendeeRole,
 	AttendeeStatus,

packages/aris-source-caldav/src/prompts/cross-source.txt

@@ -0,0 +1,8 @@
+If other feed data (weather, transit, nearby events) would disrupt or materially affect this event, state the connection in one sentence. Infer whether the event is indoor/outdoor/virtual from the title and location. Weather is only relevant if it affects getting to the event or the activity itself (e.g., rain for outdoor events, extreme conditions for physical activities). Return null for indoor or virtual events where weather has no impact. Do not fabricate information you don't have — only reference data present in the feed.
+
+Examples:
+- "rain expected at 5pm — bring an umbrella for the walk to Tooley Street"
+- "Northern line has delays — leave 15 minutes early"
+- "your next event is across town — the 40 min gap may not be enough"
+- null (indoor guitar class with wind outside — weather doesn't affect the event)
+- null

packages/aris-source-caldav/src/prompts/insight.txt

@@ -0,0 +1,7 @@
+One sentence of actionable insight the user can't already see from the event title, time, and location. Do not restate event details. Do not fabricate information you don't have. Return null if there's nothing non-obvious to say.
+
+Examples:
+- "you have 2 hours free before this starts"
+- "all 8 attendees accepted — expect a full room"
+- "third time this has been rescheduled"
+- null

packages/aris-source-caldav/src/prompts/preparation.txt

@@ -0,0 +1,6 @@
+A concrete preparation step — something the user should do, bring, or review before this event. Infer only from available event and feed data. Do not restate event details. Do not fabricate information you don't have. Return null if no useful preparation comes to mind.
+
+Examples:
+- "different building from your previous meeting — allow travel time"
+- "recurring meeting you declined last week — check if you need to attend"
+- null

packages/aris-source-caldav/src/text.d.ts

@@ -0,0 +1,4 @@
+declare module "*.txt" {
+	const content: string
+	export default content
+}

packages/aris-source-weatherkit/scripts/query.ts

@@ -0,0 +1,181 @@
+#!/usr/bin/env bun
+
+/**
+ * Interactive CLI script to query WeatherKit directly.
+ * Prompts for credentials, coordinates, and optional settings,
+ * then prints the raw API response and processed feed items.
+ * Caches credentials locally and writes response JSON to a file.
+ *
+ * Usage: bun packages/aris-source-weatherkit/scripts/query.ts
+ */
+
+import { existsSync, mkdirSync, readFileSync, writeFileSync } from "node:fs"
+import { join } from "node:path"
+import { createInterface } from "node:readline/promises"
+
+import { Context } from "@aris/core"
+import { LocationKey } from "@aris/source-location"
+
+import { DefaultWeatherKitClient } from "../src/weatherkit"
+import { WeatherSource, Units } from "../src/weather-source"
+
+const SCRIPT_DIR = import.meta.dirname
+const CACHE_DIR = join(SCRIPT_DIR, ".cache")
+const CREDS_PATH = join(CACHE_DIR, "credentials.json")
+
+interface CachedCredentials {
+	teamId: string
+	serviceId: string
+	keyId: string
+	privateKey: string
+	lat?: number
+	lng?: number
+}
+
+function loadCachedCredentials(): CachedCredentials | null {
+	if (!existsSync(CREDS_PATH)) return null
+	try {
+		return JSON.parse(readFileSync(CREDS_PATH, "utf-8")) as CachedCredentials
+	} catch {
+		return null
+	}
+}
+
+function saveCachedCredentials(creds: CachedCredentials): void {
+	mkdirSync(CACHE_DIR, { recursive: true })
+	writeFileSync(CREDS_PATH, JSON.stringify(creds))
+}
+
+const rl = createInterface({ input: process.stdin, output: process.stdout })
+
+async function prompt(question: string, defaultValue?: string): Promise<string> {
+	const suffix = defaultValue ? ` [${defaultValue}]` : ""
+	const answer = await rl.question(`${question}${suffix}: `)
+	return answer.trim() || defaultValue || ""
+}
+
+async function main(): Promise<void> {
+	console.log("=== WeatherKit Query Tool ===\n")
+
+	const cached = loadCachedCredentials()
+
+	let teamId: string
+	let serviceId: string
+	let keyId: string
+	let privateKey: string
+
+	if (cached) {
+		console.log(`Using cached credentials from ${CREDS_PATH}`)
+		console.log(`  Team ID:    ${cached.teamId}`)
+		console.log(`  Service ID: ${cached.serviceId}`)
+		console.log(`  Key ID:     ${cached.keyId}\n`)
+
+		const useCached = await prompt("Use cached credentials? (y/n)", "y")
+		if (useCached.toLowerCase() === "y") {
+			teamId = cached.teamId
+			serviceId = cached.serviceId
+			keyId = cached.keyId
+			privateKey = cached.privateKey
+		} else {
+			;({ teamId, serviceId, keyId, privateKey } = await promptCredentials())
+		}
+	} else {
+		console.log(`Credentials will be cached to ${CREDS_PATH}\n`)
+		;({ teamId, serviceId, keyId, privateKey } = await promptCredentials())
+	}
+
+	// Location
+	const defaultLat = cached?.lat?.toString() ?? "37.7749"
+	const defaultLng = cached?.lng?.toString() ?? "-122.4194"
+	const lat = parseFloat(await prompt("Latitude", defaultLat))
+	const lng = parseFloat(await prompt("Longitude", defaultLng))
+
+	if (Number.isNaN(lat) || Number.isNaN(lng)) {
+		console.error("Invalid coordinates")
+		process.exit(1)
+	}
+
+	const credentials = { privateKey, keyId, teamId, serviceId }
+	saveCachedCredentials({ ...credentials, lat, lng })
+
+	// Options
+	const unitsInput = await prompt("Units (metric/imperial)", "metric")
+	const units = unitsInput === "imperial" ? Units.imperial : Units.metric
+
+	// Raw API query
+	console.log("\n--- Raw WeatherKit Response ---\n")
+	const client = new DefaultWeatherKitClient(credentials)
+	const raw = await client.fetch({ lat, lng })
+	console.log(JSON.stringify(raw, null, 2))
+
+	// Write JSON to file
+	const outPath = join(CACHE_DIR, "response.json")
+	writeFileSync(outPath, JSON.stringify(raw))
+	console.log(`\nResponse written to ${outPath}`)
+
+	// Processed feed items via WeatherSource
+	console.log("\n--- Processed Feed Items ---\n")
+	const source = new WeatherSource({ client, units })
+	const context = new Context()
+	context.set([[LocationKey, { lat, lng, accuracy: 10, timestamp: new Date() }]])
+
+	const items = await source.fetchItems(context)
+	for (const item of items) {
+		console.log(`[${item.type}] ${item.id}`)
+		console.log(`  signals: ${JSON.stringify(item.signals)}`)
+		if (item.slots) {
+			console.log(`  slots:`)
+			for (const [name, slot] of Object.entries(item.slots)) {
+				console.log(`    ${name}: "${slot.description}" -> ${slot.content ?? "(unfilled)"}`)
+			}
+		}
+		console.log(`  data: ${JSON.stringify(item.data, null, 4)}`)
+		console.log()
+	}
+
+	const feedPath = join(CACHE_DIR, "feed-items.json")
+	writeFileSync(feedPath, JSON.stringify(items, null, 2))
+	console.log(`Feed items written to ${feedPath}`)
+	console.log(`Total: ${items.length} items`)
+	rl.close()
+}
+
+async function promptCredentials(): Promise<CachedCredentials> {
+	const teamId = await prompt("Apple Team ID")
+	if (!teamId) {
+		console.error("Team ID is required")
+		process.exit(1)
+	}
+
+	const serviceId = await prompt("Service ID")
+	if (!serviceId) {
+		console.error("Service ID is required")
+		process.exit(1)
+	}
+
+	const keyId = await prompt("Key ID")
+	if (!keyId) {
+		console.error("Key ID is required")
+		process.exit(1)
+	}
+
+	console.log("\nPaste your private key (PEM format). Enter an empty line when done:")
+	const keyLines: string[] = []
+	for await (const line of rl) {
+		if (line.trim() === "") break
+		keyLines.push(line)
+	}
+	const privateKey = keyLines.join("\n")
+	if (!privateKey) {
+		console.error("Private key is required")
+		process.exit(1)
+	}
+
+	return { teamId, serviceId, keyId, privateKey }
+}
+
+main().catch((err) => {
+	console.error("Error:", err)
+	rl.close()
+	process.exit(1)
+})

packages/aris-source-weatherkit/src/prompts/current-weather-insight.txt

@@ -0,0 +1,7 @@
+Max 12 words. Plain language, no hedging. Now + what's next.
+
+Examples:
+- "Clear tonight, warming up. Rain by Saturday."
+- "Clearing soon with strong winds overnight. Light rain Thursday."
+- "Sunny all day. Grab sunscreen."
+- "Cloudy tonight, warming to 15°. Rain Monday."

packages/aris-source-weatherkit/src/weather-source.test.ts

@@ -176,6 +176,34 @@ describe("WeatherSource", () => {
 
 			expect(uniqueIds.size).toBe(ids.length)
 		})
+
+		test("current weather item has insight slot", async () => {
+			const source = new WeatherSource({ client: mockClient })
+			const context = createMockContext({ lat: 37.7749, lng: -122.4194 })
+
+			const items = await source.fetchItems(context)
+			const currentItem = items.find((i) => i.type === WeatherFeedItemType.Current)
+
+			expect(currentItem).toBeDefined()
+			expect(currentItem!.slots).toBeDefined()
+			expect(currentItem!.slots!.insight).toBeDefined()
+			expect(currentItem!.slots!.insight!.description).toBeString()
+			expect(currentItem!.slots!.insight!.description.length).toBeGreaterThan(0)
+			expect(currentItem!.slots!.insight!.content).toBeNull()
+		})
+
+		test("non-current items do not have slots", async () => {
+			const source = new WeatherSource({ client: mockClient })
+			const context = createMockContext({ lat: 37.7749, lng: -122.4194 })
+
+			const items = await source.fetchItems(context)
+			const nonCurrentItems = items.filter((i) => i.type !== WeatherFeedItemType.Current)
+
+			expect(nonCurrentItems.length).toBeGreaterThan(0)
+			for (const item of nonCurrentItems) {
+				expect(item.slots).toBeUndefined()
+			}
+		})
 	})
 
 	describe("no reactive methods", () => {

packages/aris-source-weatherkit/src/weather-source.ts

@@ -4,6 +4,7 @@ import { Context, TimeRelevance, UnknownActionError } from "@aris/core"
 import { LocationKey } from "@aris/source-location"
 
 import { WeatherFeedItemType, type WeatherFeedItem } from "./feed-items"
+import currentWeatherInsightPrompt from "./prompts/current-weather-insight.txt"
 import { WeatherKey, type Weather } from "./weather-context"
 import {
 	DefaultWeatherKitClient,
@@ -309,6 +310,12 @@ function createCurrentWeatherFeedItem(
 			windSpeed: convertSpeed(current.windSpeed, units),
 		},
 		signals,
+		slots: {
+			insight: {
+				description: currentWeatherInsightPrompt,
+				content: null,
+			},
+		},
 	}
 }