feat: personalize home feed suggestions
This commit is contained in:
@@ -3,7 +3,7 @@ import { z } from "zod";
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import { getConversationModel } from "../actors/conversation/agent.js";
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import { config } from "../config.js";
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import { log } from "../log.js";
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import { ALLOWED_NOTIFICATION_HREFS, MODULE_IDS, type HomeModuleId, type HomeNotification, type HomeUrgency } from "./types.js";
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import { isAllowedNotificationHref, MODULE_IDS, type HomeModuleId, type HomeNotification, type HomeUrgency } from "./types.js";
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const notificationSchema = z.object({
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moduleId: z.enum(MODULE_IDS as [HomeModuleId, ...HomeModuleId[]]),
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@@ -39,12 +39,8 @@ Use minimal iPhone-notification copy: title <= 72 chars, subtitle <= 110 chars,
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Use urgency truthfully: now = needs immediate user action, today = useful today, soon = next few days, calm = informational.`;
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function sanitizeHref(href: string, moduleId: HomeModuleId) {
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if (ALLOWED_NOTIFICATION_HREFS.has(href)) return href;
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if (href.startsWith("/agents/resume")) return "/agents/resume";
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if (href.startsWith("/agents/interview")) return "/agents/interview";
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if (href.startsWith("/agents/roleplay")) return "/agents/roleplay";
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if (href.startsWith("/agents/qscore")) return "/agents/qscore";
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if (href.startsWith("/missions")) return "/missions";
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if (isAllowedNotificationHref(href)) return href;
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if (href.startsWith("/missions")) return "/missions/active";
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if (href.startsWith("/social")) return "/social";
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if (href.startsWith("/pathways")) return "/pathways";
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if (href.startsWith("/rewards")) return "/rewards";
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+152
-21
@@ -8,6 +8,7 @@ import {
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growQscoreProjectionState,
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missionArtifacts,
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missionServiceSessions,
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missionSuggestions,
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qscoreSnapshots,
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users,
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type GrowHomeNotificationRow,
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@@ -16,7 +17,7 @@ import {
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import { interviewService, resumeService, roleplayService } from "../services/product-service-clients.js";
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import { refineHomeNotificationsWithAgent } from "./home-feed-agent.js";
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import {
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ALLOWED_NOTIFICATION_HREFS,
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isAllowedNotificationHref,
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MODULE_IDS,
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MODULE_META,
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type HomeFeedResponse,
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@@ -35,7 +36,7 @@ const SERVICE_HREFS = {
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interview: "/agents/interview",
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roleplay: "/agents/roleplay",
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qscore: "/agents/qscore",
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mission: "/missions",
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mission: "/missions/active",
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social: "/social",
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pathways: "/pathways",
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rewards: "/rewards",
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@@ -50,10 +51,13 @@ type HomeContext = {
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qscore: { score: number; signalCount: number; summary: string | null; dimensions: Record<string, unknown> | null } | undefined;
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qscoreSignals: Array<{ signalId: string; score: number; source: string | null; updatedAt: Date }>;
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activeMissions: Array<{ instanceId: string; missionId: string; title: string; status: string; progressPercent: number; currentStageId: string | null; updatedAt: Date }>;
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missionSuggestions: Array<{ id: string; missionInstanceId: string; missionId: string; stageId: string | null; role: string; type: string; title: string; body: string; reason: string | null; priority: number; urgency: string; ctaLabel: string; ctaHref: string; updatedAt: Date }>;
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sessions: Array<{ serviceId: string; externalId: string; status: string; updatedAt: Date; metadata: Record<string, unknown> | null }>;
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artifacts: Array<{ serviceId: string | null; type: string; title: string; status: string; summary: string | null; createdAt: Date }>;
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events: Array<{ source: string; type: string; occurredAt: Date; payload: Record<string, unknown> }>;
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serviceStates: Record<string, unknown>;
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userProfile?: Record<string, unknown>;
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preferences: Record<string, unknown>;
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};
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function isRecord(value: unknown): value is Record<string, unknown> {
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@@ -64,13 +68,68 @@ function numberFrom(value: unknown): number | undefined {
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return typeof value === "number" && Number.isFinite(value) ? value : undefined;
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}
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function arrayOfStrings(value: unknown): string[] {
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return Array.isArray(value) ? value.filter((item): item is string => typeof item === "string" && item.trim().length > 0) : [];
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}
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function recordOf(value: unknown): Record<string, unknown> {
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return isRecord(value) ? value : {};
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}
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function profileFromPreferences(preferences: Record<string, unknown>) {
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const onboarding = recordOf(preferences.onboarding);
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const interview = recordOf(preferences.interview_preferences);
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const resume = recordOf(preferences.resume_preferences);
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const mission = recordOf(preferences.mission_preferences);
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const targetRoles = arrayOfStrings(preferences.target_roles);
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const targetCompanies = arrayOfStrings(preferences.target_companies);
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const focusAreas = arrayOfStrings(interview.focus_areas);
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return {
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targetRole: targetRoles[0] ?? (typeof resume.target_title === "string" ? resume.target_title : "Senior Data Scientist"),
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targetCompany: targetCompanies[0] ?? "target company",
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industry: typeof preferences.industry === "string" ? preferences.industry : "AI / SaaS",
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focusAreas,
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weakSpots: arrayOfStrings(interview.weak_spots),
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jobDescription: typeof interview.job_description === "string" ? interview.job_description : undefined,
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activeGoal: typeof mission.active_goal === "string" ? mission.active_goal : typeof onboarding.goal === "string" ? onboarding.goal : undefined,
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onboardingComplete: Boolean(onboarding.completed_at),
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};
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}
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function serviceHref(service: "resume" | "interview" | "roleplay" | "qscore", ctx: HomeContext, mission?: { instanceId?: string; missionId?: string; stageId?: string | null }) {
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const profile = profileFromPreferences(ctx.preferences);
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const params = new URLSearchParams({ source: "home" });
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if (mission?.instanceId) params.set("missionInstanceId", mission.instanceId);
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if (mission?.missionId) params.set("missionId", mission.missionId);
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if (mission?.stageId) params.set("stageId", mission.stageId);
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params.set("targetRole", profile.targetRole);
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if (profile.targetCompany !== "target company") params.set("targetCompany", profile.targetCompany);
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if (profile.industry) params.set("industry", profile.industry);
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if (profile.focusAreas.length) params.set("focusAreas", profile.focusAreas.slice(0, 4).join(","));
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if (profile.weakSpots.length) params.set("weakSpots", profile.weakSpots.slice(0, 3).join(","));
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if (profile.jobDescription) params.set("jobDescription", profile.jobDescription.slice(0, 900));
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if (service === "interview") return `/agents/interview/setup?${params.toString()}`;
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if (service === "roleplay") return `/agents/roleplay/setup?${params.toString()}`;
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if (service === "resume") return `/agents/resume?${params.toString()}`;
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return `/agents/qscore?${params.toString()}`;
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}
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function sourceFromSuggestionRole(role: string): HomeSource {
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const value = role.toLowerCase();
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if (value.includes("resume")) return "resume";
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if (value.includes("roleplay")) return "roleplay";
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if (value.includes("interview")) return "interview";
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if (value.includes("q")) return "qscore";
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return "mission";
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}
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function sanitizeUrgency(value: string): HomeUrgency {
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if (value === "now" || value === "today" || value === "soon" || value === "calm") return value;
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return "calm";
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}
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function sanitizeHref(href: string | undefined, fallback: string) {
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if (href && ALLOWED_NOTIFICATION_HREFS.has(href)) return href;
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if (href && isAllowedNotificationHref(href)) return href;
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return fallback;
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}
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@@ -97,7 +156,9 @@ function hasAnyRealActivity(ctx: HomeContext) {
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ctx.activeMissions.length ||
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ctx.sessions.length ||
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ctx.artifacts.length ||
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ctx.events.length,
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ctx.events.length ||
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ctx.missionSuggestions.length ||
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profileFromPreferences(ctx.preferences).onboardingComplete,
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);
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}
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@@ -119,6 +180,7 @@ function buildDayOneSeeds(): SeedNotification[] {
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function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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const seeds = buildDayOneSeeds().filter((seed) => seed.moduleId === "pathways" || seed.moduleId === "rewards");
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const profile = profileFromPreferences(ctx.preferences);
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const qscore = ctx.qscore?.score ?? Math.round(ctx.qscoreSignals.reduce((sum, s) => sum + s.score, 0) / Math.max(ctx.qscoreSignals.length, 1));
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const ats = latestScore(ctx.qscoreSignals, "resume.ats_compatibility");
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const interviewOverall = latestScore(ctx.qscoreSignals, "interview.overall_score");
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@@ -130,14 +192,55 @@ function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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const roleplayReview = serviceEvent(ctx, "roleplay.", "review");
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const resumeAnalysis = serviceEvent(ctx, "resume.", "analysis");
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for (const suggestion of ctx.missionSuggestions.slice(0, 5)) {
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const mission = ctx.activeMissions.find((item) => item.instanceId === suggestion.missionInstanceId);
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const source = sourceFromSuggestionRole(suggestion.role);
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const href = sanitizeHref(suggestion.ctaHref, mission ? `/missions/active?missionInstanceId=${encodeURIComponent(mission.instanceId)}` : SERVICE_HREFS.mission);
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pushSeed(seeds, {
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moduleId: "suggestions",
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title: suggestion.title,
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subtitle: suggestion.body,
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tag: suggestion.ctaLabel.replace(/\s+/g, " ").slice(0, 14),
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urgency: sanitizeUrgency(suggestion.urgency),
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href,
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source,
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reason: suggestion.reason ?? undefined,
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priority: Math.max(100, suggestion.priority + 10),
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});
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pushSeed(seeds, {
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moduleId: suggestion.role.toLowerCase().includes("resume") || suggestion.role.toLowerCase().includes("interview") || suggestion.role.toLowerCase().includes("roleplay") ? "productivity" : "missions",
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title: `${suggestion.role}: ${suggestion.title}`,
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subtitle: mission ? `${mission.title} · ${suggestion.body}` : suggestion.body,
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tag: suggestion.urgency === "now" ? "Now" : suggestion.urgency === "today" ? "Today" : "Next",
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urgency: sanitizeUrgency(suggestion.urgency),
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href,
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source,
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reason: suggestion.reason ?? undefined,
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priority: suggestion.priority,
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});
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}
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if (profile.onboardingComplete) {
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pushSeed(seeds, {
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moduleId: "suggestions",
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title: `${profile.targetRole} plan is calibrated`,
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subtitle: profile.activeGoal ?? `Today's recommendations are tuned for ${profile.targetRole}${profile.targetCompany !== "target company" ? ` at ${profile.targetCompany}` : ""}.`,
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tag: "Profile",
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urgency: "today",
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href: "/suggestions",
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source: "system",
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priority: 91,
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});
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}
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if (ctx.qscore || ctx.qscoreSignals.length) {
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pushSeed(seeds, {
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moduleId: "suggestions",
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title: qscore >= 80 ? "Protect your Q Score momentum" : "Raise your Q Score next",
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subtitle: qscore >= 80 ? `Readiness is trending at ${qscore}. Keep one proof action moving.` : `Current estimate is ${qscore || 64}. Resume + mock practice are the fastest signals.`,
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subtitle: qscore >= 80 ? `Readiness is trending at ${qscore}. Keep one proof action moving for ${profile.targetRole}.` : `Current estimate is ${qscore || 64}. Resume + mock practice are fastest for ${profile.targetRole}.`,
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tag: "Q Score",
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urgency: qscore >= 80 ? "today" : "now",
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href: SERVICE_HREFS.qscore,
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href: serviceHref("qscore", ctx),
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source: "qscore",
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priority: 95,
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});
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@@ -147,10 +250,10 @@ function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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pushSeed(seeds, {
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moduleId: "suggestions",
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title: ats >= 80 ? "ATS is demo-ready" : "Resume ATS needs one pass",
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subtitle: ats >= 80 ? `ATS ${Math.round(ats)} — review role-specific keywords before applying.` : `ATS ${Math.round(ats)} — add JD keywords and measurable bullets.`,
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subtitle: ats >= 80 ? `ATS ${Math.round(ats)} — review ${profile.targetRole} keywords before applying.` : `ATS ${Math.round(ats)} — add JD keywords and measurable data-science bullets.`,
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tag: ats >= 80 ? "Ready" : "Fix",
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urgency: ats >= 80 ? "today" : "now",
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href: SERVICE_HREFS.resume,
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href: serviceHref("resume", ctx),
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source: "resume",
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priority: 92,
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});
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@@ -163,7 +266,7 @@ function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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subtitle: mission.currentStageId ? `Current stage: ${mission.currentStageId.replaceAll("-", " ")}` : "Next action is ready on the mission dashboard.",
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tag: mission.status === "paused" ? "Paused" : "Active",
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urgency: mission.status === "paused" ? "soon" : "today",
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href: SERVICE_HREFS.mission,
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href: `/missions/active?missionInstanceId=${encodeURIComponent(mission.instanceId)}`,
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source: "mission",
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priority: 90 - mission.progressPercent,
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});
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@@ -186,7 +289,7 @@ function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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pushSeed(seeds, {
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moduleId: "social",
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title: "Turn proof into LinkedIn updates",
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subtitle: ctx.artifacts.length ? `${ctx.artifacts.length} artifact${ctx.artifacts.length === 1 ? "" : "s"} can feed headline, featured, or post ideas.` : "Connect LinkedIn and use mission proof to improve your profile.",
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subtitle: ctx.artifacts.length ? `${ctx.artifacts.length} artifact${ctx.artifacts.length === 1 ? "" : "s"} can feed headline, featured, or post ideas.` : `Connect LinkedIn and use ${profile.targetRole} proof to improve your profile.`,
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tag: ctx.artifacts.length ? "Proof" : "Setup",
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urgency: ctx.artifacts.length ? "today" : "soon",
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href: SERVICE_HREFS.social,
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@@ -198,51 +301,52 @@ function buildDynamicSeeds(ctx: HomeContext): SeedNotification[] {
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pushSeed(seeds, {
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moduleId: "productivity",
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title: ats !== undefined ? `Resume ATS ${Math.round(ats)}` : "Resume analysis is ready",
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subtitle: ats !== undefined && ats >= 80 ? "Use this version for role-fit scan or final polish." : "Open Resume Builder for recommendations and bullet fixes.",
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subtitle: ats !== undefined && ats >= 80 ? `Use this version for ${profile.targetRole} role-fit scan or final polish.` : "Open Resume Builder for recommendations and bullet fixes.",
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tag: "Resume",
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urgency: ats !== undefined && ats < 75 ? "now" : "today",
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href: SERVICE_HREFS.resume,
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href: serviceHref("resume", ctx),
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source: "resume",
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priority: 90,
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});
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}
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const firstMission = ctx.activeMissions[0];
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if (interviewReview || interviewOverall !== undefined || interviewSession) {
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pushSeed(seeds, {
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moduleId: "productivity",
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title: interviewOverall !== undefined ? `Mock interview score ${Math.round(interviewOverall)}` : "Mock interview review is tracking",
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subtitle: interviewReview?.type.includes("processing") ? "Review is still processing; check back from the interview page." : "Open interview practice for review, next drill, or a new session.",
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subtitle: interviewReview?.type.includes("processing") ? "Review is still processing; check back from the interview page." : `Open ${profile.targetRole} interview practice for review, next drill, or a new session.`,
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tag: interviewReview?.type.includes("processing") ? "Wait" : "Mock",
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urgency: interviewReview?.type.includes("processing") ? "soon" : "today",
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href: SERVICE_HREFS.interview,
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href: serviceHref("interview", ctx, { instanceId: firstMission?.instanceId, missionId: firstMission?.missionId, stageId: firstMission?.currentStageId }),
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source: "interview",
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priority: 86,
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});
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} else {
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pushSeed(seeds, { moduleId: "productivity", title: "Schedule a mock interview", subtitle: "Generate a behavioral or role-related session from your target role.", tag: "Mock", urgency: "soon", href: SERVICE_HREFS.interview, source: "interview", priority: 72 });
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pushSeed(seeds, { moduleId: "productivity", title: `Schedule a ${profile.targetRole} mock`, subtitle: "Generate a behavioral or role-related session from your target role.", tag: "Mock", urgency: "soon", href: serviceHref("interview", ctx, { instanceId: firstMission?.instanceId, missionId: firstMission?.missionId, stageId: firstMission?.currentStageId }), source: "interview", priority: 72 });
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}
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if (roleplayReview || roleplayComms !== undefined || roleplaySession) {
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pushSeed(seeds, {
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moduleId: "productivity",
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title: roleplayComms !== undefined ? `Roleplay communication ${Math.round(roleplayComms)}` : "Roleplay scenario is ready",
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subtitle: "Practice recruiter, manager, salary, or stakeholder conversations.",
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subtitle: `Practice recruiter, manager, salary, or stakeholder conversations for ${profile.targetRole}.`,
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tag: "Roleplay",
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urgency: "soon",
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href: SERVICE_HREFS.roleplay,
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href: serviceHref("roleplay", ctx, { instanceId: firstMission?.instanceId, missionId: firstMission?.missionId, stageId: firstMission?.currentStageId }),
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source: "roleplay",
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priority: 78,
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});
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}
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if (!ctx.activeMissions.length) {
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pushSeed(seeds, { moduleId: "missions", title: "Start Interview-to-Offer", subtitle: "Bundle resume fit, mock practice, and Q Score deltas into one journey.", tag: "Begin", urgency: "today", href: SERVICE_HREFS.mission, source: "mission", priority: 80 });
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pushSeed(seeds, { moduleId: "missions", title: "Start Interview-to-Offer", subtitle: `Bundle resume fit, mock practice, and Q Score deltas for ${profile.targetRole}.`, tag: "Begin", urgency: "today", href: "/missions/available", source: "mission", priority: 80 });
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}
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return seeds;
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}
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async function collectContext(userId: string): Promise<HomeContext> {
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async function collectContext(userId: string, input: { userProfile?: Record<string, unknown>; preferences?: Record<string, unknown> } = {}): Promise<HomeContext> {
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const [user] = await db.select({ id: users.id, email: users.email, displayName: users.displayName }).from(users).where(eq(users.id, userId)).limit(1);
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const [qscore] = await db.select().from(growQscoreProjectionState).where(eq(growQscoreProjectionState.userId, userId)).limit(1);
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const qscoreSignals = await db
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@@ -257,6 +361,27 @@ async function collectContext(userId: string): Promise<HomeContext> {
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.where(eq(growActiveMissions.userId, userId))
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.orderBy(desc(growActiveMissions.updatedAt))
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.limit(6);
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const suggestions = await db
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.select({
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id: missionSuggestions.id,
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missionInstanceId: missionSuggestions.missionInstanceId,
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missionId: missionSuggestions.missionId,
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stageId: missionSuggestions.stageId,
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role: missionSuggestions.role,
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type: missionSuggestions.type,
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title: missionSuggestions.title,
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body: missionSuggestions.body,
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reason: missionSuggestions.reason,
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priority: missionSuggestions.priority,
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urgency: missionSuggestions.urgency,
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ctaLabel: missionSuggestions.ctaLabel,
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ctaHref: missionSuggestions.ctaHref,
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updatedAt: missionSuggestions.updatedAt,
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})
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.from(missionSuggestions)
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.where(and(eq(missionSuggestions.userId, userId), eq(missionSuggestions.status, "active")))
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.orderBy(desc(missionSuggestions.priority), desc(missionSuggestions.updatedAt))
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.limit(12);
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const sessions = await db
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.select({ serviceId: missionServiceSessions.serviceId, externalId: missionServiceSessions.externalId, status: missionServiceSessions.status, updatedAt: missionServiceSessions.updatedAt, metadata: missionServiceSessions.metadata })
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.from(missionServiceSessions)
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@@ -296,10 +421,13 @@ async function collectContext(userId: string): Promise<HomeContext> {
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: undefined,
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qscoreSignals,
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activeMissions,
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missionSuggestions: suggestions,
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||||
sessions: sessions.map((s) => ({ ...s, metadata: isRecord(s.metadata) ? s.metadata : null })),
|
||||
artifacts,
|
||||
events: events.map((e) => ({ ...e, payload: isRecord(e.payload) ? e.payload : {} })),
|
||||
serviceStates: { resume: resumeState, interview: interviewState, roleplay: roleplayState },
|
||||
userProfile: input.userProfile,
|
||||
preferences: input.preferences ?? {},
|
||||
};
|
||||
}
|
||||
|
||||
@@ -430,8 +558,8 @@ async function buildIdentity(ctx: HomeContext) {
|
||||
};
|
||||
}
|
||||
|
||||
export async function getHomeFeed(userId: string, opts: { refresh?: boolean } = {}): Promise<HomeFeedResponse> {
|
||||
const ctx = await collectContext(userId);
|
||||
export async function getHomeFeed(userId: string, opts: { refresh?: boolean; userProfile?: Record<string, unknown>; preferences?: Record<string, unknown> } = {}): Promise<HomeFeedResponse> {
|
||||
const ctx = await collectContext(userId, { userProfile: opts.userProfile, preferences: opts.preferences });
|
||||
const persisted = await readPersistedNotifications(userId);
|
||||
const newest = persisted[0]?.createdAt?.getTime() ?? 0;
|
||||
const hasDemo = persisted.some((row) => row.generatedBy === "demo");
|
||||
@@ -459,6 +587,9 @@ export async function getHomeFeed(userId: string, opts: { refresh?: boolean } =
|
||||
artifacts: ctx.artifacts,
|
||||
recentEvents: ctx.events,
|
||||
serviceStates: ctx.serviceStates,
|
||||
missionSuggestions: ctx.missionSuggestions,
|
||||
userProfile: ctx.userProfile,
|
||||
preferences: ctx.preferences,
|
||||
routeRules: SERVICE_HREFS,
|
||||
},
|
||||
seeds: deterministic,
|
||||
|
||||
@@ -53,12 +53,32 @@ export const MODULE_IDS: HomeModuleId[] = ["suggestions", "missions", "social",
|
||||
export const ALLOWED_NOTIFICATION_HREFS = new Set([
|
||||
"/suggestions",
|
||||
"/missions",
|
||||
"/missions/active",
|
||||
"/missions/available",
|
||||
"/social",
|
||||
"/pathways",
|
||||
"/productivity",
|
||||
"/rewards",
|
||||
"/agents/resume",
|
||||
"/agents/interview",
|
||||
"/agents/interview/setup",
|
||||
"/agents/roleplay",
|
||||
"/agents/roleplay/setup",
|
||||
"/agents/qscore",
|
||||
]);
|
||||
|
||||
export const ALLOWED_NOTIFICATION_HREF_PREFIXES = [
|
||||
"/missions/active",
|
||||
"/missions/available",
|
||||
"/agents/resume",
|
||||
"/agents/interview",
|
||||
"/agents/interview/setup",
|
||||
"/agents/roleplay",
|
||||
"/agents/roleplay/setup",
|
||||
"/agents/qscore",
|
||||
] as const;
|
||||
|
||||
export function isAllowedNotificationHref(href: string) {
|
||||
if (ALLOWED_NOTIFICATION_HREFS.has(href)) return true;
|
||||
return ALLOWED_NOTIFICATION_HREF_PREFIXES.some((prefix) => href === prefix || href.startsWith(`${prefix}?`));
|
||||
}
|
||||
|
||||
+17
-1
@@ -8,13 +8,29 @@ function canSeedDemo(userId: string) {
|
||||
return config.nodeEnv !== "production" || config.adminUserIds.includes(userId);
|
||||
}
|
||||
|
||||
async function getUserServiceProfile(req: Request): Promise<{ userProfile?: Record<string, unknown>; preferences?: Record<string, unknown> }> {
|
||||
const target = new URL("/api/v1/users/me", config.userServiceUrl.replace(/\/$/, ""));
|
||||
const headers = new Headers(req.headers);
|
||||
headers.delete("host");
|
||||
headers.delete("cookie");
|
||||
const res = await fetch(target, { method: "GET", headers });
|
||||
if (!res.ok) return {};
|
||||
const userProfile = await res.json().catch(() => null) as Record<string, unknown> | null;
|
||||
const preferences = userProfile?.preferences;
|
||||
return {
|
||||
userProfile: userProfile ?? undefined,
|
||||
preferences: preferences && typeof preferences === "object" && !Array.isArray(preferences) ? preferences as Record<string, unknown> : {},
|
||||
};
|
||||
}
|
||||
|
||||
export function homeRoutes() {
|
||||
const app = new Hono<AuthContext>();
|
||||
app.use("*", requireUser);
|
||||
|
||||
app.get("/feed", async (c) => {
|
||||
const refresh = c.req.query("refresh") === "1" || c.req.query("refresh") === "true";
|
||||
return c.json(await getHomeFeed(c.get("userId"), { refresh }));
|
||||
const profile = await getUserServiceProfile(c.req.raw);
|
||||
return c.json(await getHomeFeed(c.get("userId"), { refresh, ...profile }));
|
||||
});
|
||||
|
||||
app.post("/notifications/:id/dismiss", async (c) => {
|
||||
|
||||
Reference in New Issue
Block a user